Upload folder using huggingface_hub
Browse files- checkpoint-1000/config.json +30 -0
- checkpoint-1000/generation_config.json +7 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.pt +3 -0
- checkpoint-1000/rng_state.pth +3 -0
- checkpoint-1000/scheduler.pt +3 -0
- checkpoint-1000/special_tokens_map.json +24 -0
- checkpoint-1000/tokenizer.json +0 -0
- checkpoint-1000/tokenizer.model +3 -0
- checkpoint-1000/tokenizer_config.json +42 -0
- checkpoint-1000/trainer_state.json +934 -0
- checkpoint-1000/training_args.bin +3 -0
- checkpoint-1390/config.json +30 -0
- checkpoint-1390/generation_config.json +7 -0
- checkpoint-1390/model.safetensors +3 -0
- checkpoint-1390/optimizer.pt +3 -0
- checkpoint-1390/rng_state.pth +3 -0
- checkpoint-1390/scheduler.pt +3 -0
- checkpoint-1390/special_tokens_map.json +24 -0
- checkpoint-1390/tokenizer.json +0 -0
- checkpoint-1390/tokenizer.model +3 -0
- checkpoint-1390/tokenizer_config.json +42 -0
- checkpoint-1390/trainer_state.json +1285 -0
- checkpoint-1390/training_args.bin +3 -0
- checkpoint-500/config.json +30 -0
- checkpoint-500/generation_config.json +7 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.pt +3 -0
- checkpoint-500/rng_state.pth +3 -0
- checkpoint-500/scheduler.pt +3 -0
- checkpoint-500/special_tokens_map.json +24 -0
- checkpoint-500/tokenizer.json +0 -0
- checkpoint-500/tokenizer.model +3 -0
- checkpoint-500/tokenizer_config.json +42 -0
- checkpoint-500/trainer_state.json +484 -0
- checkpoint-500/training_args.bin +3 -0
- config.json +30 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- runs/Apr25_07-50-36_9c18e885a673/events.out.tfevents.1745567454.9c18e885a673.5280.1 +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +42 -0
- training_args.bin +3 -0
checkpoint-1000/config.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"LlamaForCausalLM"
|
4 |
+
],
|
5 |
+
"attention_bias": false,
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 1,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"head_dim": 128,
|
10 |
+
"hidden_act": "silu",
|
11 |
+
"hidden_size": 768,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 1024,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"mlp_bias": false,
|
16 |
+
"model_type": "llama",
|
17 |
+
"num_attention_heads": 6,
|
18 |
+
"num_hidden_layers": 6,
|
19 |
+
"num_key_value_heads": 6,
|
20 |
+
"pad_token_id": 0,
|
21 |
+
"pretraining_tp": 1,
|
22 |
+
"rms_norm_eps": 1e-05,
|
23 |
+
"rope_scaling": null,
|
24 |
+
"rope_theta": 10000.0,
|
25 |
+
"tie_word_embeddings": false,
|
26 |
+
"torch_dtype": "float32",
|
27 |
+
"transformers_version": "4.51.3",
|
28 |
+
"use_cache": true,
|
29 |
+
"vocab_size": 32000
|
30 |
+
}
|
checkpoint-1000/generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 1,
|
4 |
+
"eos_token_id": 2,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.51.3"
|
7 |
+
}
|
checkpoint-1000/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:beca8853285b236f336fbac03ad15ef15f3068e8d208d412d19cbbb9610615d3
|
3 |
+
size 309900448
|
checkpoint-1000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2ac58bf92c39d95b75004059055dadfa04f7bbb3df354cd096883cf27a74c677
|
3 |
+
size 619836730
|
checkpoint-1000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e2768285b45b2a0c05f6f50bbb8c0287fca6f62a8cde6d1b1f02151ac72ee8dc
|
3 |
+
size 14244
|
checkpoint-1000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:642460467c212070f1c720f41b86ecc22bd81d3103fe011fd8d45c9133d2edc0
|
3 |
+
size 1064
|
checkpoint-1000/special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": "</s>",
|
17 |
+
"unk_token": {
|
18 |
+
"content": "<unk>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": true,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
}
|
24 |
+
}
|
checkpoint-1000/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1000/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
|
3 |
+
size 499723
|
checkpoint-1000/tokenizer_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": null,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": true,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"bos_token": "<s>",
|
32 |
+
"clean_up_tokenization_spaces": false,
|
33 |
+
"eos_token": "</s>",
|
34 |
+
"extra_special_tokens": {},
|
35 |
+
"legacy": false,
|
36 |
+
"model_max_length": 1000000000000000019884624838656,
|
37 |
+
"pad_token": "</s>",
|
38 |
+
"sp_model_kwargs": {},
|
39 |
+
"tokenizer_class": "LlamaTokenizer",
|
40 |
+
"unk_token": "<unk>",
|
41 |
+
"use_default_system_prompt": false
|
42 |
+
}
|
checkpoint-1000/trainer_state.json
ADDED
@@ -0,0 +1,934 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": null,
|
3 |
+
"best_metric": null,
|
4 |
+
"best_model_checkpoint": null,
|
5 |
+
"epoch": 7.193202146690519,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 1000,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.07155635062611806,
|
14 |
+
"grad_norm": 3.981292247772217,
|
15 |
+
"learning_rate": 1.9870503597122304e-05,
|
16 |
+
"loss": 6.5969,
|
17 |
+
"mean_token_accuracy": 0.15720859691500663,
|
18 |
+
"num_tokens": 249014.0,
|
19 |
+
"step": 10
|
20 |
+
},
|
21 |
+
{
|
22 |
+
"epoch": 0.14311270125223613,
|
23 |
+
"grad_norm": 6.078427314758301,
|
24 |
+
"learning_rate": 1.9726618705035972e-05,
|
25 |
+
"loss": 6.3047,
|
26 |
+
"mean_token_accuracy": 0.17161023132503034,
|
27 |
+
"num_tokens": 499527.0,
|
28 |
+
"step": 20
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 0.2146690518783542,
|
32 |
+
"grad_norm": 3.555305242538452,
|
33 |
+
"learning_rate": 1.958273381294964e-05,
|
34 |
+
"loss": 6.0472,
|
35 |
+
"mean_token_accuracy": 0.19869447350502015,
|
36 |
+
"num_tokens": 755405.0,
|
37 |
+
"step": 30
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.28622540250447226,
|
41 |
+
"grad_norm": 3.784306764602661,
|
42 |
+
"learning_rate": 1.9438848920863313e-05,
|
43 |
+
"loss": 5.8397,
|
44 |
+
"mean_token_accuracy": 0.22695979550480844,
|
45 |
+
"num_tokens": 1011193.0,
|
46 |
+
"step": 40
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 0.35778175313059035,
|
50 |
+
"grad_norm": 3.2327146530151367,
|
51 |
+
"learning_rate": 1.9294964028776978e-05,
|
52 |
+
"loss": 5.6695,
|
53 |
+
"mean_token_accuracy": 0.2401440929621458,
|
54 |
+
"num_tokens": 1258965.0,
|
55 |
+
"step": 50
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 0.4293381037567084,
|
59 |
+
"grad_norm": 3.420456647872925,
|
60 |
+
"learning_rate": 1.915107913669065e-05,
|
61 |
+
"loss": 5.4321,
|
62 |
+
"mean_token_accuracy": 0.2521901123225689,
|
63 |
+
"num_tokens": 1512466.0,
|
64 |
+
"step": 60
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 0.5008944543828264,
|
68 |
+
"grad_norm": 4.493953227996826,
|
69 |
+
"learning_rate": 1.9007194244604318e-05,
|
70 |
+
"loss": 5.2609,
|
71 |
+
"mean_token_accuracy": 0.26822467111051085,
|
72 |
+
"num_tokens": 1760599.0,
|
73 |
+
"step": 70
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.5724508050089445,
|
77 |
+
"grad_norm": 2.4932243824005127,
|
78 |
+
"learning_rate": 1.8863309352517986e-05,
|
79 |
+
"loss": 5.1328,
|
80 |
+
"mean_token_accuracy": 0.275511983782053,
|
81 |
+
"num_tokens": 2014670.0,
|
82 |
+
"step": 80
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 0.6440071556350626,
|
86 |
+
"grad_norm": 2.402729034423828,
|
87 |
+
"learning_rate": 1.8719424460431658e-05,
|
88 |
+
"loss": 5.0135,
|
89 |
+
"mean_token_accuracy": 0.2811047907918692,
|
90 |
+
"num_tokens": 2264498.0,
|
91 |
+
"step": 90
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.7155635062611807,
|
95 |
+
"grad_norm": 2.8561453819274902,
|
96 |
+
"learning_rate": 1.8575539568345323e-05,
|
97 |
+
"loss": 4.8244,
|
98 |
+
"mean_token_accuracy": 0.2967699430882931,
|
99 |
+
"num_tokens": 2508975.0,
|
100 |
+
"step": 100
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.7871198568872988,
|
104 |
+
"grad_norm": 2.222463846206665,
|
105 |
+
"learning_rate": 1.8431654676258995e-05,
|
106 |
+
"loss": 4.7404,
|
107 |
+
"mean_token_accuracy": 0.30234326496720315,
|
108 |
+
"num_tokens": 2760092.0,
|
109 |
+
"step": 110
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.8586762075134168,
|
113 |
+
"grad_norm": 2.0150718688964844,
|
114 |
+
"learning_rate": 1.8287769784172664e-05,
|
115 |
+
"loss": 4.5925,
|
116 |
+
"mean_token_accuracy": 0.31090952083468437,
|
117 |
+
"num_tokens": 3011643.0,
|
118 |
+
"step": 120
|
119 |
+
},
|
120 |
+
{
|
121 |
+
"epoch": 0.9302325581395349,
|
122 |
+
"grad_norm": 2.499884605407715,
|
123 |
+
"learning_rate": 1.8143884892086332e-05,
|
124 |
+
"loss": 4.484,
|
125 |
+
"mean_token_accuracy": 0.3174323089420795,
|
126 |
+
"num_tokens": 3260597.0,
|
127 |
+
"step": 130
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.0071556350626119,
|
131 |
+
"grad_norm": 3.81246280670166,
|
132 |
+
"learning_rate": 1.8e-05,
|
133 |
+
"loss": 4.8272,
|
134 |
+
"mean_token_accuracy": 0.32652662367355534,
|
135 |
+
"num_tokens": 3521468.0,
|
136 |
+
"step": 140
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 1.07871198568873,
|
140 |
+
"grad_norm": 1.3433386087417603,
|
141 |
+
"learning_rate": 1.785611510791367e-05,
|
142 |
+
"loss": 4.2527,
|
143 |
+
"mean_token_accuracy": 0.3359356351196766,
|
144 |
+
"num_tokens": 3764868.0,
|
145 |
+
"step": 150
|
146 |
+
},
|
147 |
+
{
|
148 |
+
"epoch": 1.150268336314848,
|
149 |
+
"grad_norm": 2.1221790313720703,
|
150 |
+
"learning_rate": 1.771223021582734e-05,
|
151 |
+
"loss": 4.1608,
|
152 |
+
"mean_token_accuracy": 0.33773822858929636,
|
153 |
+
"num_tokens": 4013198.0,
|
154 |
+
"step": 160
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 1.2218246869409661,
|
158 |
+
"grad_norm": 1.3530231714248657,
|
159 |
+
"learning_rate": 1.756834532374101e-05,
|
160 |
+
"loss": 4.0771,
|
161 |
+
"mean_token_accuracy": 0.3416416011750698,
|
162 |
+
"num_tokens": 4266761.0,
|
163 |
+
"step": 170
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 1.293381037567084,
|
167 |
+
"grad_norm": 8.359506607055664,
|
168 |
+
"learning_rate": 1.7424460431654678e-05,
|
169 |
+
"loss": 3.9872,
|
170 |
+
"mean_token_accuracy": 0.3446764849126339,
|
171 |
+
"num_tokens": 4524185.0,
|
172 |
+
"step": 180
|
173 |
+
},
|
174 |
+
{
|
175 |
+
"epoch": 1.364937388193202,
|
176 |
+
"grad_norm": 0.9995141625404358,
|
177 |
+
"learning_rate": 1.7280575539568346e-05,
|
178 |
+
"loss": 3.8942,
|
179 |
+
"mean_token_accuracy": 0.3535850510001183,
|
180 |
+
"num_tokens": 4775262.0,
|
181 |
+
"step": 190
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"epoch": 1.4364937388193202,
|
185 |
+
"grad_norm": 0.9777733087539673,
|
186 |
+
"learning_rate": 1.7136690647482015e-05,
|
187 |
+
"loss": 3.8149,
|
188 |
+
"mean_token_accuracy": 0.36338763535022733,
|
189 |
+
"num_tokens": 5022677.0,
|
190 |
+
"step": 200
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 1.5080500894454383,
|
194 |
+
"grad_norm": 0.9398026466369629,
|
195 |
+
"learning_rate": 1.6992805755395686e-05,
|
196 |
+
"loss": 3.7274,
|
197 |
+
"mean_token_accuracy": 0.37123609259724616,
|
198 |
+
"num_tokens": 5271810.0,
|
199 |
+
"step": 210
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 1.5796064400715564,
|
203 |
+
"grad_norm": 3.464630603790283,
|
204 |
+
"learning_rate": 1.6848920863309355e-05,
|
205 |
+
"loss": 3.7154,
|
206 |
+
"mean_token_accuracy": 0.3758062146604061,
|
207 |
+
"num_tokens": 5522408.0,
|
208 |
+
"step": 220
|
209 |
+
},
|
210 |
+
{
|
211 |
+
"epoch": 1.6511627906976745,
|
212 |
+
"grad_norm": 2.104501485824585,
|
213 |
+
"learning_rate": 1.6705035971223023e-05,
|
214 |
+
"loss": 3.6469,
|
215 |
+
"mean_token_accuracy": 0.3832809627056122,
|
216 |
+
"num_tokens": 5769231.0,
|
217 |
+
"step": 230
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"epoch": 1.7227191413237923,
|
221 |
+
"grad_norm": 2.5066070556640625,
|
222 |
+
"learning_rate": 1.656115107913669e-05,
|
223 |
+
"loss": 3.6434,
|
224 |
+
"mean_token_accuracy": 0.38175718635320666,
|
225 |
+
"num_tokens": 6020808.0,
|
226 |
+
"step": 240
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 1.7942754919499104,
|
230 |
+
"grad_norm": 0.9507914781570435,
|
231 |
+
"learning_rate": 1.641726618705036e-05,
|
232 |
+
"loss": 3.5866,
|
233 |
+
"mean_token_accuracy": 0.3858716659247875,
|
234 |
+
"num_tokens": 6275383.0,
|
235 |
+
"step": 250
|
236 |
+
},
|
237 |
+
{
|
238 |
+
"epoch": 1.8658318425760285,
|
239 |
+
"grad_norm": 3.4407248497009277,
|
240 |
+
"learning_rate": 1.627338129496403e-05,
|
241 |
+
"loss": 3.5663,
|
242 |
+
"mean_token_accuracy": 0.38949630260467527,
|
243 |
+
"num_tokens": 6525182.0,
|
244 |
+
"step": 260
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 1.9373881932021466,
|
248 |
+
"grad_norm": 0.7253276109695435,
|
249 |
+
"learning_rate": 1.61294964028777e-05,
|
250 |
+
"loss": 3.5233,
|
251 |
+
"mean_token_accuracy": 0.391743092238903,
|
252 |
+
"num_tokens": 6779756.0,
|
253 |
+
"step": 270
|
254 |
+
},
|
255 |
+
{
|
256 |
+
"epoch": 2.0143112701252237,
|
257 |
+
"grad_norm": 0.6907745599746704,
|
258 |
+
"learning_rate": 1.598561151079137e-05,
|
259 |
+
"loss": 3.8364,
|
260 |
+
"mean_token_accuracy": 0.395021445140606,
|
261 |
+
"num_tokens": 7043995.0,
|
262 |
+
"step": 280
|
263 |
+
},
|
264 |
+
{
|
265 |
+
"epoch": 2.085867620751342,
|
266 |
+
"grad_norm": 0.9332271218299866,
|
267 |
+
"learning_rate": 1.5841726618705037e-05,
|
268 |
+
"loss": 3.4772,
|
269 |
+
"mean_token_accuracy": 0.3965952657163143,
|
270 |
+
"num_tokens": 7297135.0,
|
271 |
+
"step": 290
|
272 |
+
},
|
273 |
+
{
|
274 |
+
"epoch": 2.15742397137746,
|
275 |
+
"grad_norm": 1.235854983329773,
|
276 |
+
"learning_rate": 1.5697841726618706e-05,
|
277 |
+
"loss": 3.4414,
|
278 |
+
"mean_token_accuracy": 0.3989549733698368,
|
279 |
+
"num_tokens": 7545580.0,
|
280 |
+
"step": 300
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 2.228980322003578,
|
284 |
+
"grad_norm": 0.6656942963600159,
|
285 |
+
"learning_rate": 1.5553956834532374e-05,
|
286 |
+
"loss": 3.4114,
|
287 |
+
"mean_token_accuracy": 0.40089740604162216,
|
288 |
+
"num_tokens": 7799266.0,
|
289 |
+
"step": 310
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 2.300536672629696,
|
293 |
+
"grad_norm": 0.6185078024864197,
|
294 |
+
"learning_rate": 1.5410071942446046e-05,
|
295 |
+
"loss": 3.395,
|
296 |
+
"mean_token_accuracy": 0.4044420339167118,
|
297 |
+
"num_tokens": 8052210.0,
|
298 |
+
"step": 320
|
299 |
+
},
|
300 |
+
{
|
301 |
+
"epoch": 2.3720930232558137,
|
302 |
+
"grad_norm": 1.1096031665802002,
|
303 |
+
"learning_rate": 1.5266187050359714e-05,
|
304 |
+
"loss": 3.3804,
|
305 |
+
"mean_token_accuracy": 0.40613374635577204,
|
306 |
+
"num_tokens": 8307281.0,
|
307 |
+
"step": 330
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 2.4436493738819323,
|
311 |
+
"grad_norm": 0.5653504729270935,
|
312 |
+
"learning_rate": 1.5122302158273383e-05,
|
313 |
+
"loss": 3.3501,
|
314 |
+
"mean_token_accuracy": 0.40836238488554955,
|
315 |
+
"num_tokens": 8557428.0,
|
316 |
+
"step": 340
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 2.51520572450805,
|
320 |
+
"grad_norm": 0.5432367920875549,
|
321 |
+
"learning_rate": 1.4978417266187051e-05,
|
322 |
+
"loss": 3.3467,
|
323 |
+
"mean_token_accuracy": 0.40912329107522966,
|
324 |
+
"num_tokens": 8808315.0,
|
325 |
+
"step": 350
|
326 |
+
},
|
327 |
+
{
|
328 |
+
"epoch": 2.586762075134168,
|
329 |
+
"grad_norm": 1.6327078342437744,
|
330 |
+
"learning_rate": 1.4834532374100721e-05,
|
331 |
+
"loss": 3.3258,
|
332 |
+
"mean_token_accuracy": 0.4106706023216248,
|
333 |
+
"num_tokens": 9057886.0,
|
334 |
+
"step": 360
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 2.658318425760286,
|
338 |
+
"grad_norm": 0.6323248147964478,
|
339 |
+
"learning_rate": 1.469064748201439e-05,
|
340 |
+
"loss": 3.298,
|
341 |
+
"mean_token_accuracy": 0.41263881102204325,
|
342 |
+
"num_tokens": 9309357.0,
|
343 |
+
"step": 370
|
344 |
+
},
|
345 |
+
{
|
346 |
+
"epoch": 2.729874776386404,
|
347 |
+
"grad_norm": 2.182023525238037,
|
348 |
+
"learning_rate": 1.4546762589928058e-05,
|
349 |
+
"loss": 3.2819,
|
350 |
+
"mean_token_accuracy": 0.4163250602781773,
|
351 |
+
"num_tokens": 9558445.0,
|
352 |
+
"step": 380
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 2.8014311270125223,
|
356 |
+
"grad_norm": 0.5517727136611938,
|
357 |
+
"learning_rate": 1.4402877697841728e-05,
|
358 |
+
"loss": 3.2486,
|
359 |
+
"mean_token_accuracy": 0.4189229063689709,
|
360 |
+
"num_tokens": 9813513.0,
|
361 |
+
"step": 390
|
362 |
+
},
|
363 |
+
{
|
364 |
+
"epoch": 2.8729874776386404,
|
365 |
+
"grad_norm": 0.877505362033844,
|
366 |
+
"learning_rate": 1.4258992805755397e-05,
|
367 |
+
"loss": 3.2428,
|
368 |
+
"mean_token_accuracy": 0.4193955764174461,
|
369 |
+
"num_tokens": 10059533.0,
|
370 |
+
"step": 400
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 2.9445438282647585,
|
374 |
+
"grad_norm": 0.7058685421943665,
|
375 |
+
"learning_rate": 1.4115107913669065e-05,
|
376 |
+
"loss": 3.2369,
|
377 |
+
"mean_token_accuracy": 0.4203347131609917,
|
378 |
+
"num_tokens": 10309900.0,
|
379 |
+
"step": 410
|
380 |
+
},
|
381 |
+
{
|
382 |
+
"epoch": 3.0214669051878356,
|
383 |
+
"grad_norm": 1.2357401847839355,
|
384 |
+
"learning_rate": 1.3971223021582736e-05,
|
385 |
+
"loss": 3.563,
|
386 |
+
"mean_token_accuracy": 0.4190788792400825,
|
387 |
+
"num_tokens": 10568955.0,
|
388 |
+
"step": 420
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 3.0930232558139537,
|
392 |
+
"grad_norm": 0.7918577790260315,
|
393 |
+
"learning_rate": 1.3827338129496404e-05,
|
394 |
+
"loss": 3.2081,
|
395 |
+
"mean_token_accuracy": 0.4243326403200626,
|
396 |
+
"num_tokens": 10818378.0,
|
397 |
+
"step": 430
|
398 |
+
},
|
399 |
+
{
|
400 |
+
"epoch": 3.1645796064400717,
|
401 |
+
"grad_norm": 0.5052043795585632,
|
402 |
+
"learning_rate": 1.3683453237410074e-05,
|
403 |
+
"loss": 3.2022,
|
404 |
+
"mean_token_accuracy": 0.4242256350815296,
|
405 |
+
"num_tokens": 11070954.0,
|
406 |
+
"step": 440
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 3.23613595706619,
|
410 |
+
"grad_norm": 0.5182781219482422,
|
411 |
+
"learning_rate": 1.353956834532374e-05,
|
412 |
+
"loss": 3.199,
|
413 |
+
"mean_token_accuracy": 0.4230089582502842,
|
414 |
+
"num_tokens": 11323582.0,
|
415 |
+
"step": 450
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 3.3076923076923075,
|
419 |
+
"grad_norm": 1.1913461685180664,
|
420 |
+
"learning_rate": 1.3395683453237411e-05,
|
421 |
+
"loss": 3.1853,
|
422 |
+
"mean_token_accuracy": 0.42622370198369025,
|
423 |
+
"num_tokens": 11574310.0,
|
424 |
+
"step": 460
|
425 |
+
},
|
426 |
+
{
|
427 |
+
"epoch": 3.3792486583184256,
|
428 |
+
"grad_norm": 3.5984549522399902,
|
429 |
+
"learning_rate": 1.3251798561151081e-05,
|
430 |
+
"loss": 3.1743,
|
431 |
+
"mean_token_accuracy": 0.42716887295246125,
|
432 |
+
"num_tokens": 11828106.0,
|
433 |
+
"step": 470
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 3.4508050089445437,
|
437 |
+
"grad_norm": 0.8405038118362427,
|
438 |
+
"learning_rate": 1.310791366906475e-05,
|
439 |
+
"loss": 3.1591,
|
440 |
+
"mean_token_accuracy": 0.4280025988817215,
|
441 |
+
"num_tokens": 12078899.0,
|
442 |
+
"step": 480
|
443 |
+
},
|
444 |
+
{
|
445 |
+
"epoch": 3.5223613595706618,
|
446 |
+
"grad_norm": 0.5538778901100159,
|
447 |
+
"learning_rate": 1.296402877697842e-05,
|
448 |
+
"loss": 3.1318,
|
449 |
+
"mean_token_accuracy": 0.43028812259435656,
|
450 |
+
"num_tokens": 12331071.0,
|
451 |
+
"step": 490
|
452 |
+
},
|
453 |
+
{
|
454 |
+
"epoch": 3.59391771019678,
|
455 |
+
"grad_norm": 2.8024959564208984,
|
456 |
+
"learning_rate": 1.2820143884892086e-05,
|
457 |
+
"loss": 3.1394,
|
458 |
+
"mean_token_accuracy": 0.4312668785452843,
|
459 |
+
"num_tokens": 12581208.0,
|
460 |
+
"step": 500
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 3.665474060822898,
|
464 |
+
"grad_norm": 0.5277515053749084,
|
465 |
+
"learning_rate": 1.2676258992805757e-05,
|
466 |
+
"loss": 3.17,
|
467 |
+
"mean_token_accuracy": 0.4279266193509102,
|
468 |
+
"num_tokens": 12834894.0,
|
469 |
+
"step": 510
|
470 |
+
},
|
471 |
+
{
|
472 |
+
"epoch": 3.737030411449016,
|
473 |
+
"grad_norm": 0.5472737550735474,
|
474 |
+
"learning_rate": 1.2532374100719425e-05,
|
475 |
+
"loss": 3.1045,
|
476 |
+
"mean_token_accuracy": 0.43450429365038873,
|
477 |
+
"num_tokens": 13084018.0,
|
478 |
+
"step": 520
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 3.808586762075134,
|
482 |
+
"grad_norm": 0.5308877229690552,
|
483 |
+
"learning_rate": 1.2388489208633095e-05,
|
484 |
+
"loss": 3.1107,
|
485 |
+
"mean_token_accuracy": 0.43446925580501555,
|
486 |
+
"num_tokens": 13329962.0,
|
487 |
+
"step": 530
|
488 |
+
},
|
489 |
+
{
|
490 |
+
"epoch": 3.8801431127012522,
|
491 |
+
"grad_norm": 0.5113710761070251,
|
492 |
+
"learning_rate": 1.2244604316546764e-05,
|
493 |
+
"loss": 3.1275,
|
494 |
+
"mean_token_accuracy": 0.4315035603940487,
|
495 |
+
"num_tokens": 13579569.0,
|
496 |
+
"step": 540
|
497 |
+
},
|
498 |
+
{
|
499 |
+
"epoch": 3.9516994633273703,
|
500 |
+
"grad_norm": 0.5252534747123718,
|
501 |
+
"learning_rate": 1.2100719424460432e-05,
|
502 |
+
"loss": 3.0685,
|
503 |
+
"mean_token_accuracy": 0.43880158141255377,
|
504 |
+
"num_tokens": 13828657.0,
|
505 |
+
"step": 550
|
506 |
+
},
|
507 |
+
{
|
508 |
+
"epoch": 4.028622540250447,
|
509 |
+
"grad_norm": 1.111735224723816,
|
510 |
+
"learning_rate": 1.1956834532374102e-05,
|
511 |
+
"loss": 3.4198,
|
512 |
+
"mean_token_accuracy": 0.4328605380000138,
|
513 |
+
"num_tokens": 14088119.0,
|
514 |
+
"step": 560
|
515 |
+
},
|
516 |
+
{
|
517 |
+
"epoch": 4.100178890876565,
|
518 |
+
"grad_norm": 1.315172791481018,
|
519 |
+
"learning_rate": 1.1812949640287769e-05,
|
520 |
+
"loss": 3.1038,
|
521 |
+
"mean_token_accuracy": 0.43393718749284743,
|
522 |
+
"num_tokens": 14345645.0,
|
523 |
+
"step": 570
|
524 |
+
},
|
525 |
+
{
|
526 |
+
"epoch": 4.171735241502684,
|
527 |
+
"grad_norm": 5.589102745056152,
|
528 |
+
"learning_rate": 1.1669064748201439e-05,
|
529 |
+
"loss": 3.0984,
|
530 |
+
"mean_token_accuracy": 0.4368622414767742,
|
531 |
+
"num_tokens": 14596528.0,
|
532 |
+
"step": 580
|
533 |
+
},
|
534 |
+
{
|
535 |
+
"epoch": 4.243291592128801,
|
536 |
+
"grad_norm": 0.7761235237121582,
|
537 |
+
"learning_rate": 1.152517985611511e-05,
|
538 |
+
"loss": 3.0556,
|
539 |
+
"mean_token_accuracy": 0.43845293298363686,
|
540 |
+
"num_tokens": 14846676.0,
|
541 |
+
"step": 590
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 4.31484794275492,
|
545 |
+
"grad_norm": 0.646345853805542,
|
546 |
+
"learning_rate": 1.1381294964028778e-05,
|
547 |
+
"loss": 3.0742,
|
548 |
+
"mean_token_accuracy": 0.4365877464413643,
|
549 |
+
"num_tokens": 15100337.0,
|
550 |
+
"step": 600
|
551 |
+
},
|
552 |
+
{
|
553 |
+
"epoch": 4.386404293381037,
|
554 |
+
"grad_norm": 0.5311315059661865,
|
555 |
+
"learning_rate": 1.1237410071942448e-05,
|
556 |
+
"loss": 3.068,
|
557 |
+
"mean_token_accuracy": 0.4402126669883728,
|
558 |
+
"num_tokens": 15346095.0,
|
559 |
+
"step": 610
|
560 |
+
},
|
561 |
+
{
|
562 |
+
"epoch": 4.457960644007156,
|
563 |
+
"grad_norm": 0.6322463154792786,
|
564 |
+
"learning_rate": 1.1093525179856115e-05,
|
565 |
+
"loss": 3.0371,
|
566 |
+
"mean_token_accuracy": 0.4426932595670223,
|
567 |
+
"num_tokens": 15596167.0,
|
568 |
+
"step": 620
|
569 |
+
},
|
570 |
+
{
|
571 |
+
"epoch": 4.529516994633274,
|
572 |
+
"grad_norm": 1.5417993068695068,
|
573 |
+
"learning_rate": 1.0949640287769785e-05,
|
574 |
+
"loss": 3.0351,
|
575 |
+
"mean_token_accuracy": 0.44205591902136804,
|
576 |
+
"num_tokens": 15846428.0,
|
577 |
+
"step": 630
|
578 |
+
},
|
579 |
+
{
|
580 |
+
"epoch": 4.601073345259392,
|
581 |
+
"grad_norm": 1.0343070030212402,
|
582 |
+
"learning_rate": 1.0805755395683455e-05,
|
583 |
+
"loss": 3.0414,
|
584 |
+
"mean_token_accuracy": 0.4421232812106609,
|
585 |
+
"num_tokens": 16097718.0,
|
586 |
+
"step": 640
|
587 |
+
},
|
588 |
+
{
|
589 |
+
"epoch": 4.67262969588551,
|
590 |
+
"grad_norm": 1.1514654159545898,
|
591 |
+
"learning_rate": 1.0661870503597123e-05,
|
592 |
+
"loss": 3.0388,
|
593 |
+
"mean_token_accuracy": 0.44131903648376464,
|
594 |
+
"num_tokens": 16346673.0,
|
595 |
+
"step": 650
|
596 |
+
},
|
597 |
+
{
|
598 |
+
"epoch": 4.7441860465116275,
|
599 |
+
"grad_norm": 0.6893991231918335,
|
600 |
+
"learning_rate": 1.0517985611510793e-05,
|
601 |
+
"loss": 3.0303,
|
602 |
+
"mean_token_accuracy": 0.44393994063138964,
|
603 |
+
"num_tokens": 16593174.0,
|
604 |
+
"step": 660
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 4.815742397137746,
|
608 |
+
"grad_norm": 0.5472334027290344,
|
609 |
+
"learning_rate": 1.037410071942446e-05,
|
610 |
+
"loss": 3.0426,
|
611 |
+
"mean_token_accuracy": 0.44140187501907346,
|
612 |
+
"num_tokens": 16847713.0,
|
613 |
+
"step": 670
|
614 |
+
},
|
615 |
+
{
|
616 |
+
"epoch": 4.8872987477638645,
|
617 |
+
"grad_norm": 0.5398672223091125,
|
618 |
+
"learning_rate": 1.023021582733813e-05,
|
619 |
+
"loss": 3.013,
|
620 |
+
"mean_token_accuracy": 0.4440676636993885,
|
621 |
+
"num_tokens": 17094603.0,
|
622 |
+
"step": 680
|
623 |
+
},
|
624 |
+
{
|
625 |
+
"epoch": 4.958855098389982,
|
626 |
+
"grad_norm": 0.6706956028938293,
|
627 |
+
"learning_rate": 1.00863309352518e-05,
|
628 |
+
"loss": 3.0106,
|
629 |
+
"mean_token_accuracy": 0.4429888568818569,
|
630 |
+
"num_tokens": 17348923.0,
|
631 |
+
"step": 690
|
632 |
+
},
|
633 |
+
{
|
634 |
+
"epoch": 5.035778175313059,
|
635 |
+
"grad_norm": 0.5257108211517334,
|
636 |
+
"learning_rate": 9.942446043165467e-06,
|
637 |
+
"loss": 3.3038,
|
638 |
+
"mean_token_accuracy": 0.4451724378074088,
|
639 |
+
"num_tokens": 17610256.0,
|
640 |
+
"step": 700
|
641 |
+
},
|
642 |
+
{
|
643 |
+
"epoch": 5.107334525939177,
|
644 |
+
"grad_norm": 1.5951194763183594,
|
645 |
+
"learning_rate": 9.798561151079137e-06,
|
646 |
+
"loss": 3.0097,
|
647 |
+
"mean_token_accuracy": 0.44397315233945844,
|
648 |
+
"num_tokens": 17861102.0,
|
649 |
+
"step": 710
|
650 |
+
},
|
651 |
+
{
|
652 |
+
"epoch": 5.178890876565295,
|
653 |
+
"grad_norm": 0.5681999921798706,
|
654 |
+
"learning_rate": 9.654676258992807e-06,
|
655 |
+
"loss": 3.0288,
|
656 |
+
"mean_token_accuracy": 0.4430039346218109,
|
657 |
+
"num_tokens": 18112854.0,
|
658 |
+
"step": 720
|
659 |
+
},
|
660 |
+
{
|
661 |
+
"epoch": 5.2504472271914135,
|
662 |
+
"grad_norm": 0.506310224533081,
|
663 |
+
"learning_rate": 9.510791366906476e-06,
|
664 |
+
"loss": 2.9882,
|
665 |
+
"mean_token_accuracy": 0.4454295739531517,
|
666 |
+
"num_tokens": 18372210.0,
|
667 |
+
"step": 730
|
668 |
+
},
|
669 |
+
{
|
670 |
+
"epoch": 5.322003577817531,
|
671 |
+
"grad_norm": 1.2095166444778442,
|
672 |
+
"learning_rate": 9.366906474820144e-06,
|
673 |
+
"loss": 2.9867,
|
674 |
+
"mean_token_accuracy": 0.4489475920796394,
|
675 |
+
"num_tokens": 18619825.0,
|
676 |
+
"step": 740
|
677 |
+
},
|
678 |
+
{
|
679 |
+
"epoch": 5.39355992844365,
|
680 |
+
"grad_norm": 2.2138569355010986,
|
681 |
+
"learning_rate": 9.223021582733813e-06,
|
682 |
+
"loss": 3.0184,
|
683 |
+
"mean_token_accuracy": 0.4448120780289173,
|
684 |
+
"num_tokens": 18868814.0,
|
685 |
+
"step": 750
|
686 |
+
},
|
687 |
+
{
|
688 |
+
"epoch": 5.465116279069767,
|
689 |
+
"grad_norm": 0.478185772895813,
|
690 |
+
"learning_rate": 9.079136690647483e-06,
|
691 |
+
"loss": 2.994,
|
692 |
+
"mean_token_accuracy": 0.4470547877252102,
|
693 |
+
"num_tokens": 19119481.0,
|
694 |
+
"step": 760
|
695 |
+
},
|
696 |
+
{
|
697 |
+
"epoch": 5.536672629695886,
|
698 |
+
"grad_norm": 0.5845445990562439,
|
699 |
+
"learning_rate": 8.935251798561151e-06,
|
700 |
+
"loss": 2.9565,
|
701 |
+
"mean_token_accuracy": 0.45172852873802183,
|
702 |
+
"num_tokens": 19365354.0,
|
703 |
+
"step": 770
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 5.608228980322004,
|
707 |
+
"grad_norm": 0.5983964800834656,
|
708 |
+
"learning_rate": 8.791366906474822e-06,
|
709 |
+
"loss": 2.9786,
|
710 |
+
"mean_token_accuracy": 0.4476122513413429,
|
711 |
+
"num_tokens": 19614440.0,
|
712 |
+
"step": 780
|
713 |
+
},
|
714 |
+
{
|
715 |
+
"epoch": 5.679785330948121,
|
716 |
+
"grad_norm": 0.515555739402771,
|
717 |
+
"learning_rate": 8.64748201438849e-06,
|
718 |
+
"loss": 2.9384,
|
719 |
+
"mean_token_accuracy": 0.4537165902554989,
|
720 |
+
"num_tokens": 19865631.0,
|
721 |
+
"step": 790
|
722 |
+
},
|
723 |
+
{
|
724 |
+
"epoch": 5.75134168157424,
|
725 |
+
"grad_norm": 0.5007749199867249,
|
726 |
+
"learning_rate": 8.503597122302158e-06,
|
727 |
+
"loss": 2.9727,
|
728 |
+
"mean_token_accuracy": 0.4497027687728405,
|
729 |
+
"num_tokens": 20117880.0,
|
730 |
+
"step": 800
|
731 |
+
},
|
732 |
+
{
|
733 |
+
"epoch": 5.822898032200357,
|
734 |
+
"grad_norm": 0.6489661931991577,
|
735 |
+
"learning_rate": 8.359712230215829e-06,
|
736 |
+
"loss": 2.9992,
|
737 |
+
"mean_token_accuracy": 0.4464651308953762,
|
738 |
+
"num_tokens": 20368274.0,
|
739 |
+
"step": 810
|
740 |
+
},
|
741 |
+
{
|
742 |
+
"epoch": 5.894454382826476,
|
743 |
+
"grad_norm": 0.43792665004730225,
|
744 |
+
"learning_rate": 8.215827338129497e-06,
|
745 |
+
"loss": 2.9629,
|
746 |
+
"mean_token_accuracy": 0.4492500305175781,
|
747 |
+
"num_tokens": 20621574.0,
|
748 |
+
"step": 820
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 5.966010733452594,
|
752 |
+
"grad_norm": 4.761158466339111,
|
753 |
+
"learning_rate": 8.071942446043165e-06,
|
754 |
+
"loss": 2.9565,
|
755 |
+
"mean_token_accuracy": 0.45158678814768793,
|
756 |
+
"num_tokens": 20872399.0,
|
757 |
+
"step": 830
|
758 |
+
},
|
759 |
+
{
|
760 |
+
"epoch": 6.042933810375671,
|
761 |
+
"grad_norm": 0.6465599536895752,
|
762 |
+
"learning_rate": 7.928057553956836e-06,
|
763 |
+
"loss": 3.2616,
|
764 |
+
"mean_token_accuracy": 0.44940542665923516,
|
765 |
+
"num_tokens": 21128736.0,
|
766 |
+
"step": 840
|
767 |
+
},
|
768 |
+
{
|
769 |
+
"epoch": 6.114490161001789,
|
770 |
+
"grad_norm": 0.7279312610626221,
|
771 |
+
"learning_rate": 7.784172661870504e-06,
|
772 |
+
"loss": 2.9458,
|
773 |
+
"mean_token_accuracy": 0.4515425696969032,
|
774 |
+
"num_tokens": 21379493.0,
|
775 |
+
"step": 850
|
776 |
+
},
|
777 |
+
{
|
778 |
+
"epoch": 6.186046511627907,
|
779 |
+
"grad_norm": 0.5757459402084351,
|
780 |
+
"learning_rate": 7.640287769784174e-06,
|
781 |
+
"loss": 2.9526,
|
782 |
+
"mean_token_accuracy": 0.45158767998218535,
|
783 |
+
"num_tokens": 21630298.0,
|
784 |
+
"step": 860
|
785 |
+
},
|
786 |
+
{
|
787 |
+
"epoch": 6.257602862254025,
|
788 |
+
"grad_norm": 0.8392621874809265,
|
789 |
+
"learning_rate": 7.496402877697843e-06,
|
790 |
+
"loss": 2.9665,
|
791 |
+
"mean_token_accuracy": 0.44971805810928345,
|
792 |
+
"num_tokens": 21880131.0,
|
793 |
+
"step": 870
|
794 |
+
},
|
795 |
+
{
|
796 |
+
"epoch": 6.3291592128801435,
|
797 |
+
"grad_norm": 1.6503797769546509,
|
798 |
+
"learning_rate": 7.352517985611511e-06,
|
799 |
+
"loss": 2.951,
|
800 |
+
"mean_token_accuracy": 0.4522330954670906,
|
801 |
+
"num_tokens": 22131666.0,
|
802 |
+
"step": 880
|
803 |
+
},
|
804 |
+
{
|
805 |
+
"epoch": 6.400715563506261,
|
806 |
+
"grad_norm": 1.1257638931274414,
|
807 |
+
"learning_rate": 7.20863309352518e-06,
|
808 |
+
"loss": 2.9598,
|
809 |
+
"mean_token_accuracy": 0.4505872465670109,
|
810 |
+
"num_tokens": 22385786.0,
|
811 |
+
"step": 890
|
812 |
+
},
|
813 |
+
{
|
814 |
+
"epoch": 6.47227191413238,
|
815 |
+
"grad_norm": 0.5459461808204651,
|
816 |
+
"learning_rate": 7.064748201438849e-06,
|
817 |
+
"loss": 2.927,
|
818 |
+
"mean_token_accuracy": 0.45370263084769247,
|
819 |
+
"num_tokens": 22638350.0,
|
820 |
+
"step": 900
|
821 |
+
},
|
822 |
+
{
|
823 |
+
"epoch": 6.543828264758497,
|
824 |
+
"grad_norm": 0.5412788987159729,
|
825 |
+
"learning_rate": 6.920863309352519e-06,
|
826 |
+
"loss": 2.9412,
|
827 |
+
"mean_token_accuracy": 0.4531597658991814,
|
828 |
+
"num_tokens": 22891362.0,
|
829 |
+
"step": 910
|
830 |
+
},
|
831 |
+
{
|
832 |
+
"epoch": 6.615384615384615,
|
833 |
+
"grad_norm": 0.7567277550697327,
|
834 |
+
"learning_rate": 6.776978417266188e-06,
|
835 |
+
"loss": 2.9678,
|
836 |
+
"mean_token_accuracy": 0.449733317643404,
|
837 |
+
"num_tokens": 23140429.0,
|
838 |
+
"step": 920
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 6.6869409660107335,
|
842 |
+
"grad_norm": 0.5896158814430237,
|
843 |
+
"learning_rate": 6.633093525179857e-06,
|
844 |
+
"loss": 2.9374,
|
845 |
+
"mean_token_accuracy": 0.45310442596673967,
|
846 |
+
"num_tokens": 23390979.0,
|
847 |
+
"step": 930
|
848 |
+
},
|
849 |
+
{
|
850 |
+
"epoch": 6.758497316636851,
|
851 |
+
"grad_norm": 0.6928054690361023,
|
852 |
+
"learning_rate": 6.489208633093526e-06,
|
853 |
+
"loss": 2.9311,
|
854 |
+
"mean_token_accuracy": 0.4540563628077507,
|
855 |
+
"num_tokens": 23643194.0,
|
856 |
+
"step": 940
|
857 |
+
},
|
858 |
+
{
|
859 |
+
"epoch": 6.83005366726297,
|
860 |
+
"grad_norm": 0.5281582474708557,
|
861 |
+
"learning_rate": 6.345323741007194e-06,
|
862 |
+
"loss": 2.931,
|
863 |
+
"mean_token_accuracy": 0.45377019196748736,
|
864 |
+
"num_tokens": 23896338.0,
|
865 |
+
"step": 950
|
866 |
+
},
|
867 |
+
{
|
868 |
+
"epoch": 6.901610017889087,
|
869 |
+
"grad_norm": 0.6179826259613037,
|
870 |
+
"learning_rate": 6.2014388489208645e-06,
|
871 |
+
"loss": 2.9377,
|
872 |
+
"mean_token_accuracy": 0.45448167622089386,
|
873 |
+
"num_tokens": 24143728.0,
|
874 |
+
"step": 960
|
875 |
+
},
|
876 |
+
{
|
877 |
+
"epoch": 6.973166368515206,
|
878 |
+
"grad_norm": 1.0639809370040894,
|
879 |
+
"learning_rate": 6.057553956834533e-06,
|
880 |
+
"loss": 2.9194,
|
881 |
+
"mean_token_accuracy": 0.45466252863407136,
|
882 |
+
"num_tokens": 24394294.0,
|
883 |
+
"step": 970
|
884 |
+
},
|
885 |
+
{
|
886 |
+
"epoch": 7.0500894454382825,
|
887 |
+
"grad_norm": 1.7252315282821655,
|
888 |
+
"learning_rate": 5.913669064748202e-06,
|
889 |
+
"loss": 3.2321,
|
890 |
+
"mean_token_accuracy": 0.4523723830537098,
|
891 |
+
"num_tokens": 24654875.0,
|
892 |
+
"step": 980
|
893 |
+
},
|
894 |
+
{
|
895 |
+
"epoch": 7.121645796064401,
|
896 |
+
"grad_norm": 2.1776368618011475,
|
897 |
+
"learning_rate": 5.769784172661871e-06,
|
898 |
+
"loss": 2.9234,
|
899 |
+
"mean_token_accuracy": 0.4544162482023239,
|
900 |
+
"num_tokens": 24908270.0,
|
901 |
+
"step": 990
|
902 |
+
},
|
903 |
+
{
|
904 |
+
"epoch": 7.193202146690519,
|
905 |
+
"grad_norm": 0.46500054001808167,
|
906 |
+
"learning_rate": 5.62589928057554e-06,
|
907 |
+
"loss": 2.939,
|
908 |
+
"mean_token_accuracy": 0.4552768111228943,
|
909 |
+
"num_tokens": 25154564.0,
|
910 |
+
"step": 1000
|
911 |
+
}
|
912 |
+
],
|
913 |
+
"logging_steps": 10,
|
914 |
+
"max_steps": 1390,
|
915 |
+
"num_input_tokens_seen": 0,
|
916 |
+
"num_train_epochs": 10,
|
917 |
+
"save_steps": 500,
|
918 |
+
"stateful_callbacks": {
|
919 |
+
"TrainerControl": {
|
920 |
+
"args": {
|
921 |
+
"should_epoch_stop": false,
|
922 |
+
"should_evaluate": false,
|
923 |
+
"should_log": false,
|
924 |
+
"should_save": true,
|
925 |
+
"should_training_stop": false
|
926 |
+
},
|
927 |
+
"attributes": {}
|
928 |
+
}
|
929 |
+
},
|
930 |
+
"total_flos": 2.785681407954125e+16,
|
931 |
+
"train_batch_size": 64,
|
932 |
+
"trial_name": null,
|
933 |
+
"trial_params": null
|
934 |
+
}
|
checkpoint-1000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d25b53cc47734bcef31e00edf7734c0385193e3d581c4ba0c2cd909723a664bb
|
3 |
+
size 5688
|
checkpoint-1390/config.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"LlamaForCausalLM"
|
4 |
+
],
|
5 |
+
"attention_bias": false,
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 1,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"head_dim": 128,
|
10 |
+
"hidden_act": "silu",
|
11 |
+
"hidden_size": 768,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 1024,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"mlp_bias": false,
|
16 |
+
"model_type": "llama",
|
17 |
+
"num_attention_heads": 6,
|
18 |
+
"num_hidden_layers": 6,
|
19 |
+
"num_key_value_heads": 6,
|
20 |
+
"pad_token_id": 0,
|
21 |
+
"pretraining_tp": 1,
|
22 |
+
"rms_norm_eps": 1e-05,
|
23 |
+
"rope_scaling": null,
|
24 |
+
"rope_theta": 10000.0,
|
25 |
+
"tie_word_embeddings": false,
|
26 |
+
"torch_dtype": "float32",
|
27 |
+
"transformers_version": "4.51.3",
|
28 |
+
"use_cache": true,
|
29 |
+
"vocab_size": 32000
|
30 |
+
}
|
checkpoint-1390/generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 1,
|
4 |
+
"eos_token_id": 2,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.51.3"
|
7 |
+
}
|
checkpoint-1390/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cc1ecc51f6ae0b74b7232e22a94a71d7ffb72ce57a924be13dc83c8af25c6af6
|
3 |
+
size 309900448
|
checkpoint-1390/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ef64d0c6f725c8933ea81f99776d641518ebfa4ada283bd4241828b5a11868c0
|
3 |
+
size 619836730
|
checkpoint-1390/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4b11a10749bfb1630d95eef94125f4590e8610c579d217d1f158e71ce518d72b
|
3 |
+
size 14244
|
checkpoint-1390/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f971ff7c98fc25babdad4c3408fee59c26d66dacede55416e7972c527396e20
|
3 |
+
size 1064
|
checkpoint-1390/special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": "</s>",
|
17 |
+
"unk_token": {
|
18 |
+
"content": "<unk>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": true,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
}
|
24 |
+
}
|
checkpoint-1390/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1390/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
|
3 |
+
size 499723
|
checkpoint-1390/tokenizer_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": null,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": true,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"bos_token": "<s>",
|
32 |
+
"clean_up_tokenization_spaces": false,
|
33 |
+
"eos_token": "</s>",
|
34 |
+
"extra_special_tokens": {},
|
35 |
+
"legacy": false,
|
36 |
+
"model_max_length": 1000000000000000019884624838656,
|
37 |
+
"pad_token": "</s>",
|
38 |
+
"sp_model_kwargs": {},
|
39 |
+
"tokenizer_class": "LlamaTokenizer",
|
40 |
+
"unk_token": "<unk>",
|
41 |
+
"use_default_system_prompt": false
|
42 |
+
}
|
checkpoint-1390/trainer_state.json
ADDED
@@ -0,0 +1,1285 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": null,
|
3 |
+
"best_metric": null,
|
4 |
+
"best_model_checkpoint": null,
|
5 |
+
"epoch": 9.994633273703041,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 1390,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.07155635062611806,
|
14 |
+
"grad_norm": 3.981292247772217,
|
15 |
+
"learning_rate": 1.9870503597122304e-05,
|
16 |
+
"loss": 6.5969,
|
17 |
+
"mean_token_accuracy": 0.15720859691500663,
|
18 |
+
"num_tokens": 249014.0,
|
19 |
+
"step": 10
|
20 |
+
},
|
21 |
+
{
|
22 |
+
"epoch": 0.14311270125223613,
|
23 |
+
"grad_norm": 6.078427314758301,
|
24 |
+
"learning_rate": 1.9726618705035972e-05,
|
25 |
+
"loss": 6.3047,
|
26 |
+
"mean_token_accuracy": 0.17161023132503034,
|
27 |
+
"num_tokens": 499527.0,
|
28 |
+
"step": 20
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 0.2146690518783542,
|
32 |
+
"grad_norm": 3.555305242538452,
|
33 |
+
"learning_rate": 1.958273381294964e-05,
|
34 |
+
"loss": 6.0472,
|
35 |
+
"mean_token_accuracy": 0.19869447350502015,
|
36 |
+
"num_tokens": 755405.0,
|
37 |
+
"step": 30
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.28622540250447226,
|
41 |
+
"grad_norm": 3.784306764602661,
|
42 |
+
"learning_rate": 1.9438848920863313e-05,
|
43 |
+
"loss": 5.8397,
|
44 |
+
"mean_token_accuracy": 0.22695979550480844,
|
45 |
+
"num_tokens": 1011193.0,
|
46 |
+
"step": 40
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 0.35778175313059035,
|
50 |
+
"grad_norm": 3.2327146530151367,
|
51 |
+
"learning_rate": 1.9294964028776978e-05,
|
52 |
+
"loss": 5.6695,
|
53 |
+
"mean_token_accuracy": 0.2401440929621458,
|
54 |
+
"num_tokens": 1258965.0,
|
55 |
+
"step": 50
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 0.4293381037567084,
|
59 |
+
"grad_norm": 3.420456647872925,
|
60 |
+
"learning_rate": 1.915107913669065e-05,
|
61 |
+
"loss": 5.4321,
|
62 |
+
"mean_token_accuracy": 0.2521901123225689,
|
63 |
+
"num_tokens": 1512466.0,
|
64 |
+
"step": 60
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 0.5008944543828264,
|
68 |
+
"grad_norm": 4.493953227996826,
|
69 |
+
"learning_rate": 1.9007194244604318e-05,
|
70 |
+
"loss": 5.2609,
|
71 |
+
"mean_token_accuracy": 0.26822467111051085,
|
72 |
+
"num_tokens": 1760599.0,
|
73 |
+
"step": 70
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.5724508050089445,
|
77 |
+
"grad_norm": 2.4932243824005127,
|
78 |
+
"learning_rate": 1.8863309352517986e-05,
|
79 |
+
"loss": 5.1328,
|
80 |
+
"mean_token_accuracy": 0.275511983782053,
|
81 |
+
"num_tokens": 2014670.0,
|
82 |
+
"step": 80
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 0.6440071556350626,
|
86 |
+
"grad_norm": 2.402729034423828,
|
87 |
+
"learning_rate": 1.8719424460431658e-05,
|
88 |
+
"loss": 5.0135,
|
89 |
+
"mean_token_accuracy": 0.2811047907918692,
|
90 |
+
"num_tokens": 2264498.0,
|
91 |
+
"step": 90
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.7155635062611807,
|
95 |
+
"grad_norm": 2.8561453819274902,
|
96 |
+
"learning_rate": 1.8575539568345323e-05,
|
97 |
+
"loss": 4.8244,
|
98 |
+
"mean_token_accuracy": 0.2967699430882931,
|
99 |
+
"num_tokens": 2508975.0,
|
100 |
+
"step": 100
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.7871198568872988,
|
104 |
+
"grad_norm": 2.222463846206665,
|
105 |
+
"learning_rate": 1.8431654676258995e-05,
|
106 |
+
"loss": 4.7404,
|
107 |
+
"mean_token_accuracy": 0.30234326496720315,
|
108 |
+
"num_tokens": 2760092.0,
|
109 |
+
"step": 110
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.8586762075134168,
|
113 |
+
"grad_norm": 2.0150718688964844,
|
114 |
+
"learning_rate": 1.8287769784172664e-05,
|
115 |
+
"loss": 4.5925,
|
116 |
+
"mean_token_accuracy": 0.31090952083468437,
|
117 |
+
"num_tokens": 3011643.0,
|
118 |
+
"step": 120
|
119 |
+
},
|
120 |
+
{
|
121 |
+
"epoch": 0.9302325581395349,
|
122 |
+
"grad_norm": 2.499884605407715,
|
123 |
+
"learning_rate": 1.8143884892086332e-05,
|
124 |
+
"loss": 4.484,
|
125 |
+
"mean_token_accuracy": 0.3174323089420795,
|
126 |
+
"num_tokens": 3260597.0,
|
127 |
+
"step": 130
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.0071556350626119,
|
131 |
+
"grad_norm": 3.81246280670166,
|
132 |
+
"learning_rate": 1.8e-05,
|
133 |
+
"loss": 4.8272,
|
134 |
+
"mean_token_accuracy": 0.32652662367355534,
|
135 |
+
"num_tokens": 3521468.0,
|
136 |
+
"step": 140
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 1.07871198568873,
|
140 |
+
"grad_norm": 1.3433386087417603,
|
141 |
+
"learning_rate": 1.785611510791367e-05,
|
142 |
+
"loss": 4.2527,
|
143 |
+
"mean_token_accuracy": 0.3359356351196766,
|
144 |
+
"num_tokens": 3764868.0,
|
145 |
+
"step": 150
|
146 |
+
},
|
147 |
+
{
|
148 |
+
"epoch": 1.150268336314848,
|
149 |
+
"grad_norm": 2.1221790313720703,
|
150 |
+
"learning_rate": 1.771223021582734e-05,
|
151 |
+
"loss": 4.1608,
|
152 |
+
"mean_token_accuracy": 0.33773822858929636,
|
153 |
+
"num_tokens": 4013198.0,
|
154 |
+
"step": 160
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 1.2218246869409661,
|
158 |
+
"grad_norm": 1.3530231714248657,
|
159 |
+
"learning_rate": 1.756834532374101e-05,
|
160 |
+
"loss": 4.0771,
|
161 |
+
"mean_token_accuracy": 0.3416416011750698,
|
162 |
+
"num_tokens": 4266761.0,
|
163 |
+
"step": 170
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 1.293381037567084,
|
167 |
+
"grad_norm": 8.359506607055664,
|
168 |
+
"learning_rate": 1.7424460431654678e-05,
|
169 |
+
"loss": 3.9872,
|
170 |
+
"mean_token_accuracy": 0.3446764849126339,
|
171 |
+
"num_tokens": 4524185.0,
|
172 |
+
"step": 180
|
173 |
+
},
|
174 |
+
{
|
175 |
+
"epoch": 1.364937388193202,
|
176 |
+
"grad_norm": 0.9995141625404358,
|
177 |
+
"learning_rate": 1.7280575539568346e-05,
|
178 |
+
"loss": 3.8942,
|
179 |
+
"mean_token_accuracy": 0.3535850510001183,
|
180 |
+
"num_tokens": 4775262.0,
|
181 |
+
"step": 190
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"epoch": 1.4364937388193202,
|
185 |
+
"grad_norm": 0.9777733087539673,
|
186 |
+
"learning_rate": 1.7136690647482015e-05,
|
187 |
+
"loss": 3.8149,
|
188 |
+
"mean_token_accuracy": 0.36338763535022733,
|
189 |
+
"num_tokens": 5022677.0,
|
190 |
+
"step": 200
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 1.5080500894454383,
|
194 |
+
"grad_norm": 0.9398026466369629,
|
195 |
+
"learning_rate": 1.6992805755395686e-05,
|
196 |
+
"loss": 3.7274,
|
197 |
+
"mean_token_accuracy": 0.37123609259724616,
|
198 |
+
"num_tokens": 5271810.0,
|
199 |
+
"step": 210
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 1.5796064400715564,
|
203 |
+
"grad_norm": 3.464630603790283,
|
204 |
+
"learning_rate": 1.6848920863309355e-05,
|
205 |
+
"loss": 3.7154,
|
206 |
+
"mean_token_accuracy": 0.3758062146604061,
|
207 |
+
"num_tokens": 5522408.0,
|
208 |
+
"step": 220
|
209 |
+
},
|
210 |
+
{
|
211 |
+
"epoch": 1.6511627906976745,
|
212 |
+
"grad_norm": 2.104501485824585,
|
213 |
+
"learning_rate": 1.6705035971223023e-05,
|
214 |
+
"loss": 3.6469,
|
215 |
+
"mean_token_accuracy": 0.3832809627056122,
|
216 |
+
"num_tokens": 5769231.0,
|
217 |
+
"step": 230
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"epoch": 1.7227191413237923,
|
221 |
+
"grad_norm": 2.5066070556640625,
|
222 |
+
"learning_rate": 1.656115107913669e-05,
|
223 |
+
"loss": 3.6434,
|
224 |
+
"mean_token_accuracy": 0.38175718635320666,
|
225 |
+
"num_tokens": 6020808.0,
|
226 |
+
"step": 240
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 1.7942754919499104,
|
230 |
+
"grad_norm": 0.9507914781570435,
|
231 |
+
"learning_rate": 1.641726618705036e-05,
|
232 |
+
"loss": 3.5866,
|
233 |
+
"mean_token_accuracy": 0.3858716659247875,
|
234 |
+
"num_tokens": 6275383.0,
|
235 |
+
"step": 250
|
236 |
+
},
|
237 |
+
{
|
238 |
+
"epoch": 1.8658318425760285,
|
239 |
+
"grad_norm": 3.4407248497009277,
|
240 |
+
"learning_rate": 1.627338129496403e-05,
|
241 |
+
"loss": 3.5663,
|
242 |
+
"mean_token_accuracy": 0.38949630260467527,
|
243 |
+
"num_tokens": 6525182.0,
|
244 |
+
"step": 260
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 1.9373881932021466,
|
248 |
+
"grad_norm": 0.7253276109695435,
|
249 |
+
"learning_rate": 1.61294964028777e-05,
|
250 |
+
"loss": 3.5233,
|
251 |
+
"mean_token_accuracy": 0.391743092238903,
|
252 |
+
"num_tokens": 6779756.0,
|
253 |
+
"step": 270
|
254 |
+
},
|
255 |
+
{
|
256 |
+
"epoch": 2.0143112701252237,
|
257 |
+
"grad_norm": 0.6907745599746704,
|
258 |
+
"learning_rate": 1.598561151079137e-05,
|
259 |
+
"loss": 3.8364,
|
260 |
+
"mean_token_accuracy": 0.395021445140606,
|
261 |
+
"num_tokens": 7043995.0,
|
262 |
+
"step": 280
|
263 |
+
},
|
264 |
+
{
|
265 |
+
"epoch": 2.085867620751342,
|
266 |
+
"grad_norm": 0.9332271218299866,
|
267 |
+
"learning_rate": 1.5841726618705037e-05,
|
268 |
+
"loss": 3.4772,
|
269 |
+
"mean_token_accuracy": 0.3965952657163143,
|
270 |
+
"num_tokens": 7297135.0,
|
271 |
+
"step": 290
|
272 |
+
},
|
273 |
+
{
|
274 |
+
"epoch": 2.15742397137746,
|
275 |
+
"grad_norm": 1.235854983329773,
|
276 |
+
"learning_rate": 1.5697841726618706e-05,
|
277 |
+
"loss": 3.4414,
|
278 |
+
"mean_token_accuracy": 0.3989549733698368,
|
279 |
+
"num_tokens": 7545580.0,
|
280 |
+
"step": 300
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 2.228980322003578,
|
284 |
+
"grad_norm": 0.6656942963600159,
|
285 |
+
"learning_rate": 1.5553956834532374e-05,
|
286 |
+
"loss": 3.4114,
|
287 |
+
"mean_token_accuracy": 0.40089740604162216,
|
288 |
+
"num_tokens": 7799266.0,
|
289 |
+
"step": 310
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 2.300536672629696,
|
293 |
+
"grad_norm": 0.6185078024864197,
|
294 |
+
"learning_rate": 1.5410071942446046e-05,
|
295 |
+
"loss": 3.395,
|
296 |
+
"mean_token_accuracy": 0.4044420339167118,
|
297 |
+
"num_tokens": 8052210.0,
|
298 |
+
"step": 320
|
299 |
+
},
|
300 |
+
{
|
301 |
+
"epoch": 2.3720930232558137,
|
302 |
+
"grad_norm": 1.1096031665802002,
|
303 |
+
"learning_rate": 1.5266187050359714e-05,
|
304 |
+
"loss": 3.3804,
|
305 |
+
"mean_token_accuracy": 0.40613374635577204,
|
306 |
+
"num_tokens": 8307281.0,
|
307 |
+
"step": 330
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 2.4436493738819323,
|
311 |
+
"grad_norm": 0.5653504729270935,
|
312 |
+
"learning_rate": 1.5122302158273383e-05,
|
313 |
+
"loss": 3.3501,
|
314 |
+
"mean_token_accuracy": 0.40836238488554955,
|
315 |
+
"num_tokens": 8557428.0,
|
316 |
+
"step": 340
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 2.51520572450805,
|
320 |
+
"grad_norm": 0.5432367920875549,
|
321 |
+
"learning_rate": 1.4978417266187051e-05,
|
322 |
+
"loss": 3.3467,
|
323 |
+
"mean_token_accuracy": 0.40912329107522966,
|
324 |
+
"num_tokens": 8808315.0,
|
325 |
+
"step": 350
|
326 |
+
},
|
327 |
+
{
|
328 |
+
"epoch": 2.586762075134168,
|
329 |
+
"grad_norm": 1.6327078342437744,
|
330 |
+
"learning_rate": 1.4834532374100721e-05,
|
331 |
+
"loss": 3.3258,
|
332 |
+
"mean_token_accuracy": 0.4106706023216248,
|
333 |
+
"num_tokens": 9057886.0,
|
334 |
+
"step": 360
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 2.658318425760286,
|
338 |
+
"grad_norm": 0.6323248147964478,
|
339 |
+
"learning_rate": 1.469064748201439e-05,
|
340 |
+
"loss": 3.298,
|
341 |
+
"mean_token_accuracy": 0.41263881102204325,
|
342 |
+
"num_tokens": 9309357.0,
|
343 |
+
"step": 370
|
344 |
+
},
|
345 |
+
{
|
346 |
+
"epoch": 2.729874776386404,
|
347 |
+
"grad_norm": 2.182023525238037,
|
348 |
+
"learning_rate": 1.4546762589928058e-05,
|
349 |
+
"loss": 3.2819,
|
350 |
+
"mean_token_accuracy": 0.4163250602781773,
|
351 |
+
"num_tokens": 9558445.0,
|
352 |
+
"step": 380
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 2.8014311270125223,
|
356 |
+
"grad_norm": 0.5517727136611938,
|
357 |
+
"learning_rate": 1.4402877697841728e-05,
|
358 |
+
"loss": 3.2486,
|
359 |
+
"mean_token_accuracy": 0.4189229063689709,
|
360 |
+
"num_tokens": 9813513.0,
|
361 |
+
"step": 390
|
362 |
+
},
|
363 |
+
{
|
364 |
+
"epoch": 2.8729874776386404,
|
365 |
+
"grad_norm": 0.877505362033844,
|
366 |
+
"learning_rate": 1.4258992805755397e-05,
|
367 |
+
"loss": 3.2428,
|
368 |
+
"mean_token_accuracy": 0.4193955764174461,
|
369 |
+
"num_tokens": 10059533.0,
|
370 |
+
"step": 400
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 2.9445438282647585,
|
374 |
+
"grad_norm": 0.7058685421943665,
|
375 |
+
"learning_rate": 1.4115107913669065e-05,
|
376 |
+
"loss": 3.2369,
|
377 |
+
"mean_token_accuracy": 0.4203347131609917,
|
378 |
+
"num_tokens": 10309900.0,
|
379 |
+
"step": 410
|
380 |
+
},
|
381 |
+
{
|
382 |
+
"epoch": 3.0214669051878356,
|
383 |
+
"grad_norm": 1.2357401847839355,
|
384 |
+
"learning_rate": 1.3971223021582736e-05,
|
385 |
+
"loss": 3.563,
|
386 |
+
"mean_token_accuracy": 0.4190788792400825,
|
387 |
+
"num_tokens": 10568955.0,
|
388 |
+
"step": 420
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 3.0930232558139537,
|
392 |
+
"grad_norm": 0.7918577790260315,
|
393 |
+
"learning_rate": 1.3827338129496404e-05,
|
394 |
+
"loss": 3.2081,
|
395 |
+
"mean_token_accuracy": 0.4243326403200626,
|
396 |
+
"num_tokens": 10818378.0,
|
397 |
+
"step": 430
|
398 |
+
},
|
399 |
+
{
|
400 |
+
"epoch": 3.1645796064400717,
|
401 |
+
"grad_norm": 0.5052043795585632,
|
402 |
+
"learning_rate": 1.3683453237410074e-05,
|
403 |
+
"loss": 3.2022,
|
404 |
+
"mean_token_accuracy": 0.4242256350815296,
|
405 |
+
"num_tokens": 11070954.0,
|
406 |
+
"step": 440
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 3.23613595706619,
|
410 |
+
"grad_norm": 0.5182781219482422,
|
411 |
+
"learning_rate": 1.353956834532374e-05,
|
412 |
+
"loss": 3.199,
|
413 |
+
"mean_token_accuracy": 0.4230089582502842,
|
414 |
+
"num_tokens": 11323582.0,
|
415 |
+
"step": 450
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 3.3076923076923075,
|
419 |
+
"grad_norm": 1.1913461685180664,
|
420 |
+
"learning_rate": 1.3395683453237411e-05,
|
421 |
+
"loss": 3.1853,
|
422 |
+
"mean_token_accuracy": 0.42622370198369025,
|
423 |
+
"num_tokens": 11574310.0,
|
424 |
+
"step": 460
|
425 |
+
},
|
426 |
+
{
|
427 |
+
"epoch": 3.3792486583184256,
|
428 |
+
"grad_norm": 3.5984549522399902,
|
429 |
+
"learning_rate": 1.3251798561151081e-05,
|
430 |
+
"loss": 3.1743,
|
431 |
+
"mean_token_accuracy": 0.42716887295246125,
|
432 |
+
"num_tokens": 11828106.0,
|
433 |
+
"step": 470
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 3.4508050089445437,
|
437 |
+
"grad_norm": 0.8405038118362427,
|
438 |
+
"learning_rate": 1.310791366906475e-05,
|
439 |
+
"loss": 3.1591,
|
440 |
+
"mean_token_accuracy": 0.4280025988817215,
|
441 |
+
"num_tokens": 12078899.0,
|
442 |
+
"step": 480
|
443 |
+
},
|
444 |
+
{
|
445 |
+
"epoch": 3.5223613595706618,
|
446 |
+
"grad_norm": 0.5538778901100159,
|
447 |
+
"learning_rate": 1.296402877697842e-05,
|
448 |
+
"loss": 3.1318,
|
449 |
+
"mean_token_accuracy": 0.43028812259435656,
|
450 |
+
"num_tokens": 12331071.0,
|
451 |
+
"step": 490
|
452 |
+
},
|
453 |
+
{
|
454 |
+
"epoch": 3.59391771019678,
|
455 |
+
"grad_norm": 2.8024959564208984,
|
456 |
+
"learning_rate": 1.2820143884892086e-05,
|
457 |
+
"loss": 3.1394,
|
458 |
+
"mean_token_accuracy": 0.4312668785452843,
|
459 |
+
"num_tokens": 12581208.0,
|
460 |
+
"step": 500
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 3.665474060822898,
|
464 |
+
"grad_norm": 0.5277515053749084,
|
465 |
+
"learning_rate": 1.2676258992805757e-05,
|
466 |
+
"loss": 3.17,
|
467 |
+
"mean_token_accuracy": 0.4279266193509102,
|
468 |
+
"num_tokens": 12834894.0,
|
469 |
+
"step": 510
|
470 |
+
},
|
471 |
+
{
|
472 |
+
"epoch": 3.737030411449016,
|
473 |
+
"grad_norm": 0.5472737550735474,
|
474 |
+
"learning_rate": 1.2532374100719425e-05,
|
475 |
+
"loss": 3.1045,
|
476 |
+
"mean_token_accuracy": 0.43450429365038873,
|
477 |
+
"num_tokens": 13084018.0,
|
478 |
+
"step": 520
|
479 |
+
},
|
480 |
+
{
|
481 |
+
"epoch": 3.808586762075134,
|
482 |
+
"grad_norm": 0.5308877229690552,
|
483 |
+
"learning_rate": 1.2388489208633095e-05,
|
484 |
+
"loss": 3.1107,
|
485 |
+
"mean_token_accuracy": 0.43446925580501555,
|
486 |
+
"num_tokens": 13329962.0,
|
487 |
+
"step": 530
|
488 |
+
},
|
489 |
+
{
|
490 |
+
"epoch": 3.8801431127012522,
|
491 |
+
"grad_norm": 0.5113710761070251,
|
492 |
+
"learning_rate": 1.2244604316546764e-05,
|
493 |
+
"loss": 3.1275,
|
494 |
+
"mean_token_accuracy": 0.4315035603940487,
|
495 |
+
"num_tokens": 13579569.0,
|
496 |
+
"step": 540
|
497 |
+
},
|
498 |
+
{
|
499 |
+
"epoch": 3.9516994633273703,
|
500 |
+
"grad_norm": 0.5252534747123718,
|
501 |
+
"learning_rate": 1.2100719424460432e-05,
|
502 |
+
"loss": 3.0685,
|
503 |
+
"mean_token_accuracy": 0.43880158141255377,
|
504 |
+
"num_tokens": 13828657.0,
|
505 |
+
"step": 550
|
506 |
+
},
|
507 |
+
{
|
508 |
+
"epoch": 4.028622540250447,
|
509 |
+
"grad_norm": 1.111735224723816,
|
510 |
+
"learning_rate": 1.1956834532374102e-05,
|
511 |
+
"loss": 3.4198,
|
512 |
+
"mean_token_accuracy": 0.4328605380000138,
|
513 |
+
"num_tokens": 14088119.0,
|
514 |
+
"step": 560
|
515 |
+
},
|
516 |
+
{
|
517 |
+
"epoch": 4.100178890876565,
|
518 |
+
"grad_norm": 1.315172791481018,
|
519 |
+
"learning_rate": 1.1812949640287769e-05,
|
520 |
+
"loss": 3.1038,
|
521 |
+
"mean_token_accuracy": 0.43393718749284743,
|
522 |
+
"num_tokens": 14345645.0,
|
523 |
+
"step": 570
|
524 |
+
},
|
525 |
+
{
|
526 |
+
"epoch": 4.171735241502684,
|
527 |
+
"grad_norm": 5.589102745056152,
|
528 |
+
"learning_rate": 1.1669064748201439e-05,
|
529 |
+
"loss": 3.0984,
|
530 |
+
"mean_token_accuracy": 0.4368622414767742,
|
531 |
+
"num_tokens": 14596528.0,
|
532 |
+
"step": 580
|
533 |
+
},
|
534 |
+
{
|
535 |
+
"epoch": 4.243291592128801,
|
536 |
+
"grad_norm": 0.7761235237121582,
|
537 |
+
"learning_rate": 1.152517985611511e-05,
|
538 |
+
"loss": 3.0556,
|
539 |
+
"mean_token_accuracy": 0.43845293298363686,
|
540 |
+
"num_tokens": 14846676.0,
|
541 |
+
"step": 590
|
542 |
+
},
|
543 |
+
{
|
544 |
+
"epoch": 4.31484794275492,
|
545 |
+
"grad_norm": 0.646345853805542,
|
546 |
+
"learning_rate": 1.1381294964028778e-05,
|
547 |
+
"loss": 3.0742,
|
548 |
+
"mean_token_accuracy": 0.4365877464413643,
|
549 |
+
"num_tokens": 15100337.0,
|
550 |
+
"step": 600
|
551 |
+
},
|
552 |
+
{
|
553 |
+
"epoch": 4.386404293381037,
|
554 |
+
"grad_norm": 0.5311315059661865,
|
555 |
+
"learning_rate": 1.1237410071942448e-05,
|
556 |
+
"loss": 3.068,
|
557 |
+
"mean_token_accuracy": 0.4402126669883728,
|
558 |
+
"num_tokens": 15346095.0,
|
559 |
+
"step": 610
|
560 |
+
},
|
561 |
+
{
|
562 |
+
"epoch": 4.457960644007156,
|
563 |
+
"grad_norm": 0.6322463154792786,
|
564 |
+
"learning_rate": 1.1093525179856115e-05,
|
565 |
+
"loss": 3.0371,
|
566 |
+
"mean_token_accuracy": 0.4426932595670223,
|
567 |
+
"num_tokens": 15596167.0,
|
568 |
+
"step": 620
|
569 |
+
},
|
570 |
+
{
|
571 |
+
"epoch": 4.529516994633274,
|
572 |
+
"grad_norm": 1.5417993068695068,
|
573 |
+
"learning_rate": 1.0949640287769785e-05,
|
574 |
+
"loss": 3.0351,
|
575 |
+
"mean_token_accuracy": 0.44205591902136804,
|
576 |
+
"num_tokens": 15846428.0,
|
577 |
+
"step": 630
|
578 |
+
},
|
579 |
+
{
|
580 |
+
"epoch": 4.601073345259392,
|
581 |
+
"grad_norm": 1.0343070030212402,
|
582 |
+
"learning_rate": 1.0805755395683455e-05,
|
583 |
+
"loss": 3.0414,
|
584 |
+
"mean_token_accuracy": 0.4421232812106609,
|
585 |
+
"num_tokens": 16097718.0,
|
586 |
+
"step": 640
|
587 |
+
},
|
588 |
+
{
|
589 |
+
"epoch": 4.67262969588551,
|
590 |
+
"grad_norm": 1.1514654159545898,
|
591 |
+
"learning_rate": 1.0661870503597123e-05,
|
592 |
+
"loss": 3.0388,
|
593 |
+
"mean_token_accuracy": 0.44131903648376464,
|
594 |
+
"num_tokens": 16346673.0,
|
595 |
+
"step": 650
|
596 |
+
},
|
597 |
+
{
|
598 |
+
"epoch": 4.7441860465116275,
|
599 |
+
"grad_norm": 0.6893991231918335,
|
600 |
+
"learning_rate": 1.0517985611510793e-05,
|
601 |
+
"loss": 3.0303,
|
602 |
+
"mean_token_accuracy": 0.44393994063138964,
|
603 |
+
"num_tokens": 16593174.0,
|
604 |
+
"step": 660
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 4.815742397137746,
|
608 |
+
"grad_norm": 0.5472334027290344,
|
609 |
+
"learning_rate": 1.037410071942446e-05,
|
610 |
+
"loss": 3.0426,
|
611 |
+
"mean_token_accuracy": 0.44140187501907346,
|
612 |
+
"num_tokens": 16847713.0,
|
613 |
+
"step": 670
|
614 |
+
},
|
615 |
+
{
|
616 |
+
"epoch": 4.8872987477638645,
|
617 |
+
"grad_norm": 0.5398672223091125,
|
618 |
+
"learning_rate": 1.023021582733813e-05,
|
619 |
+
"loss": 3.013,
|
620 |
+
"mean_token_accuracy": 0.4440676636993885,
|
621 |
+
"num_tokens": 17094603.0,
|
622 |
+
"step": 680
|
623 |
+
},
|
624 |
+
{
|
625 |
+
"epoch": 4.958855098389982,
|
626 |
+
"grad_norm": 0.6706956028938293,
|
627 |
+
"learning_rate": 1.00863309352518e-05,
|
628 |
+
"loss": 3.0106,
|
629 |
+
"mean_token_accuracy": 0.4429888568818569,
|
630 |
+
"num_tokens": 17348923.0,
|
631 |
+
"step": 690
|
632 |
+
},
|
633 |
+
{
|
634 |
+
"epoch": 5.035778175313059,
|
635 |
+
"grad_norm": 0.5257108211517334,
|
636 |
+
"learning_rate": 9.942446043165467e-06,
|
637 |
+
"loss": 3.3038,
|
638 |
+
"mean_token_accuracy": 0.4451724378074088,
|
639 |
+
"num_tokens": 17610256.0,
|
640 |
+
"step": 700
|
641 |
+
},
|
642 |
+
{
|
643 |
+
"epoch": 5.107334525939177,
|
644 |
+
"grad_norm": 1.5951194763183594,
|
645 |
+
"learning_rate": 9.798561151079137e-06,
|
646 |
+
"loss": 3.0097,
|
647 |
+
"mean_token_accuracy": 0.44397315233945844,
|
648 |
+
"num_tokens": 17861102.0,
|
649 |
+
"step": 710
|
650 |
+
},
|
651 |
+
{
|
652 |
+
"epoch": 5.178890876565295,
|
653 |
+
"grad_norm": 0.5681999921798706,
|
654 |
+
"learning_rate": 9.654676258992807e-06,
|
655 |
+
"loss": 3.0288,
|
656 |
+
"mean_token_accuracy": 0.4430039346218109,
|
657 |
+
"num_tokens": 18112854.0,
|
658 |
+
"step": 720
|
659 |
+
},
|
660 |
+
{
|
661 |
+
"epoch": 5.2504472271914135,
|
662 |
+
"grad_norm": 0.506310224533081,
|
663 |
+
"learning_rate": 9.510791366906476e-06,
|
664 |
+
"loss": 2.9882,
|
665 |
+
"mean_token_accuracy": 0.4454295739531517,
|
666 |
+
"num_tokens": 18372210.0,
|
667 |
+
"step": 730
|
668 |
+
},
|
669 |
+
{
|
670 |
+
"epoch": 5.322003577817531,
|
671 |
+
"grad_norm": 1.2095166444778442,
|
672 |
+
"learning_rate": 9.366906474820144e-06,
|
673 |
+
"loss": 2.9867,
|
674 |
+
"mean_token_accuracy": 0.4489475920796394,
|
675 |
+
"num_tokens": 18619825.0,
|
676 |
+
"step": 740
|
677 |
+
},
|
678 |
+
{
|
679 |
+
"epoch": 5.39355992844365,
|
680 |
+
"grad_norm": 2.2138569355010986,
|
681 |
+
"learning_rate": 9.223021582733813e-06,
|
682 |
+
"loss": 3.0184,
|
683 |
+
"mean_token_accuracy": 0.4448120780289173,
|
684 |
+
"num_tokens": 18868814.0,
|
685 |
+
"step": 750
|
686 |
+
},
|
687 |
+
{
|
688 |
+
"epoch": 5.465116279069767,
|
689 |
+
"grad_norm": 0.478185772895813,
|
690 |
+
"learning_rate": 9.079136690647483e-06,
|
691 |
+
"loss": 2.994,
|
692 |
+
"mean_token_accuracy": 0.4470547877252102,
|
693 |
+
"num_tokens": 19119481.0,
|
694 |
+
"step": 760
|
695 |
+
},
|
696 |
+
{
|
697 |
+
"epoch": 5.536672629695886,
|
698 |
+
"grad_norm": 0.5845445990562439,
|
699 |
+
"learning_rate": 8.935251798561151e-06,
|
700 |
+
"loss": 2.9565,
|
701 |
+
"mean_token_accuracy": 0.45172852873802183,
|
702 |
+
"num_tokens": 19365354.0,
|
703 |
+
"step": 770
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 5.608228980322004,
|
707 |
+
"grad_norm": 0.5983964800834656,
|
708 |
+
"learning_rate": 8.791366906474822e-06,
|
709 |
+
"loss": 2.9786,
|
710 |
+
"mean_token_accuracy": 0.4476122513413429,
|
711 |
+
"num_tokens": 19614440.0,
|
712 |
+
"step": 780
|
713 |
+
},
|
714 |
+
{
|
715 |
+
"epoch": 5.679785330948121,
|
716 |
+
"grad_norm": 0.515555739402771,
|
717 |
+
"learning_rate": 8.64748201438849e-06,
|
718 |
+
"loss": 2.9384,
|
719 |
+
"mean_token_accuracy": 0.4537165902554989,
|
720 |
+
"num_tokens": 19865631.0,
|
721 |
+
"step": 790
|
722 |
+
},
|
723 |
+
{
|
724 |
+
"epoch": 5.75134168157424,
|
725 |
+
"grad_norm": 0.5007749199867249,
|
726 |
+
"learning_rate": 8.503597122302158e-06,
|
727 |
+
"loss": 2.9727,
|
728 |
+
"mean_token_accuracy": 0.4497027687728405,
|
729 |
+
"num_tokens": 20117880.0,
|
730 |
+
"step": 800
|
731 |
+
},
|
732 |
+
{
|
733 |
+
"epoch": 5.822898032200357,
|
734 |
+
"grad_norm": 0.6489661931991577,
|
735 |
+
"learning_rate": 8.359712230215829e-06,
|
736 |
+
"loss": 2.9992,
|
737 |
+
"mean_token_accuracy": 0.4464651308953762,
|
738 |
+
"num_tokens": 20368274.0,
|
739 |
+
"step": 810
|
740 |
+
},
|
741 |
+
{
|
742 |
+
"epoch": 5.894454382826476,
|
743 |
+
"grad_norm": 0.43792665004730225,
|
744 |
+
"learning_rate": 8.215827338129497e-06,
|
745 |
+
"loss": 2.9629,
|
746 |
+
"mean_token_accuracy": 0.4492500305175781,
|
747 |
+
"num_tokens": 20621574.0,
|
748 |
+
"step": 820
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 5.966010733452594,
|
752 |
+
"grad_norm": 4.761158466339111,
|
753 |
+
"learning_rate": 8.071942446043165e-06,
|
754 |
+
"loss": 2.9565,
|
755 |
+
"mean_token_accuracy": 0.45158678814768793,
|
756 |
+
"num_tokens": 20872399.0,
|
757 |
+
"step": 830
|
758 |
+
},
|
759 |
+
{
|
760 |
+
"epoch": 6.042933810375671,
|
761 |
+
"grad_norm": 0.6465599536895752,
|
762 |
+
"learning_rate": 7.928057553956836e-06,
|
763 |
+
"loss": 3.2616,
|
764 |
+
"mean_token_accuracy": 0.44940542665923516,
|
765 |
+
"num_tokens": 21128736.0,
|
766 |
+
"step": 840
|
767 |
+
},
|
768 |
+
{
|
769 |
+
"epoch": 6.114490161001789,
|
770 |
+
"grad_norm": 0.7279312610626221,
|
771 |
+
"learning_rate": 7.784172661870504e-06,
|
772 |
+
"loss": 2.9458,
|
773 |
+
"mean_token_accuracy": 0.4515425696969032,
|
774 |
+
"num_tokens": 21379493.0,
|
775 |
+
"step": 850
|
776 |
+
},
|
777 |
+
{
|
778 |
+
"epoch": 6.186046511627907,
|
779 |
+
"grad_norm": 0.5757459402084351,
|
780 |
+
"learning_rate": 7.640287769784174e-06,
|
781 |
+
"loss": 2.9526,
|
782 |
+
"mean_token_accuracy": 0.45158767998218535,
|
783 |
+
"num_tokens": 21630298.0,
|
784 |
+
"step": 860
|
785 |
+
},
|
786 |
+
{
|
787 |
+
"epoch": 6.257602862254025,
|
788 |
+
"grad_norm": 0.8392621874809265,
|
789 |
+
"learning_rate": 7.496402877697843e-06,
|
790 |
+
"loss": 2.9665,
|
791 |
+
"mean_token_accuracy": 0.44971805810928345,
|
792 |
+
"num_tokens": 21880131.0,
|
793 |
+
"step": 870
|
794 |
+
},
|
795 |
+
{
|
796 |
+
"epoch": 6.3291592128801435,
|
797 |
+
"grad_norm": 1.6503797769546509,
|
798 |
+
"learning_rate": 7.352517985611511e-06,
|
799 |
+
"loss": 2.951,
|
800 |
+
"mean_token_accuracy": 0.4522330954670906,
|
801 |
+
"num_tokens": 22131666.0,
|
802 |
+
"step": 880
|
803 |
+
},
|
804 |
+
{
|
805 |
+
"epoch": 6.400715563506261,
|
806 |
+
"grad_norm": 1.1257638931274414,
|
807 |
+
"learning_rate": 7.20863309352518e-06,
|
808 |
+
"loss": 2.9598,
|
809 |
+
"mean_token_accuracy": 0.4505872465670109,
|
810 |
+
"num_tokens": 22385786.0,
|
811 |
+
"step": 890
|
812 |
+
},
|
813 |
+
{
|
814 |
+
"epoch": 6.47227191413238,
|
815 |
+
"grad_norm": 0.5459461808204651,
|
816 |
+
"learning_rate": 7.064748201438849e-06,
|
817 |
+
"loss": 2.927,
|
818 |
+
"mean_token_accuracy": 0.45370263084769247,
|
819 |
+
"num_tokens": 22638350.0,
|
820 |
+
"step": 900
|
821 |
+
},
|
822 |
+
{
|
823 |
+
"epoch": 6.543828264758497,
|
824 |
+
"grad_norm": 0.5412788987159729,
|
825 |
+
"learning_rate": 6.920863309352519e-06,
|
826 |
+
"loss": 2.9412,
|
827 |
+
"mean_token_accuracy": 0.4531597658991814,
|
828 |
+
"num_tokens": 22891362.0,
|
829 |
+
"step": 910
|
830 |
+
},
|
831 |
+
{
|
832 |
+
"epoch": 6.615384615384615,
|
833 |
+
"grad_norm": 0.7567277550697327,
|
834 |
+
"learning_rate": 6.776978417266188e-06,
|
835 |
+
"loss": 2.9678,
|
836 |
+
"mean_token_accuracy": 0.449733317643404,
|
837 |
+
"num_tokens": 23140429.0,
|
838 |
+
"step": 920
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 6.6869409660107335,
|
842 |
+
"grad_norm": 0.5896158814430237,
|
843 |
+
"learning_rate": 6.633093525179857e-06,
|
844 |
+
"loss": 2.9374,
|
845 |
+
"mean_token_accuracy": 0.45310442596673967,
|
846 |
+
"num_tokens": 23390979.0,
|
847 |
+
"step": 930
|
848 |
+
},
|
849 |
+
{
|
850 |
+
"epoch": 6.758497316636851,
|
851 |
+
"grad_norm": 0.6928054690361023,
|
852 |
+
"learning_rate": 6.489208633093526e-06,
|
853 |
+
"loss": 2.9311,
|
854 |
+
"mean_token_accuracy": 0.4540563628077507,
|
855 |
+
"num_tokens": 23643194.0,
|
856 |
+
"step": 940
|
857 |
+
},
|
858 |
+
{
|
859 |
+
"epoch": 6.83005366726297,
|
860 |
+
"grad_norm": 0.5281582474708557,
|
861 |
+
"learning_rate": 6.345323741007194e-06,
|
862 |
+
"loss": 2.931,
|
863 |
+
"mean_token_accuracy": 0.45377019196748736,
|
864 |
+
"num_tokens": 23896338.0,
|
865 |
+
"step": 950
|
866 |
+
},
|
867 |
+
{
|
868 |
+
"epoch": 6.901610017889087,
|
869 |
+
"grad_norm": 0.6179826259613037,
|
870 |
+
"learning_rate": 6.2014388489208645e-06,
|
871 |
+
"loss": 2.9377,
|
872 |
+
"mean_token_accuracy": 0.45448167622089386,
|
873 |
+
"num_tokens": 24143728.0,
|
874 |
+
"step": 960
|
875 |
+
},
|
876 |
+
{
|
877 |
+
"epoch": 6.973166368515206,
|
878 |
+
"grad_norm": 1.0639809370040894,
|
879 |
+
"learning_rate": 6.057553956834533e-06,
|
880 |
+
"loss": 2.9194,
|
881 |
+
"mean_token_accuracy": 0.45466252863407136,
|
882 |
+
"num_tokens": 24394294.0,
|
883 |
+
"step": 970
|
884 |
+
},
|
885 |
+
{
|
886 |
+
"epoch": 7.0500894454382825,
|
887 |
+
"grad_norm": 1.7252315282821655,
|
888 |
+
"learning_rate": 5.913669064748202e-06,
|
889 |
+
"loss": 3.2321,
|
890 |
+
"mean_token_accuracy": 0.4523723830537098,
|
891 |
+
"num_tokens": 24654875.0,
|
892 |
+
"step": 980
|
893 |
+
},
|
894 |
+
{
|
895 |
+
"epoch": 7.121645796064401,
|
896 |
+
"grad_norm": 2.1776368618011475,
|
897 |
+
"learning_rate": 5.769784172661871e-06,
|
898 |
+
"loss": 2.9234,
|
899 |
+
"mean_token_accuracy": 0.4544162482023239,
|
900 |
+
"num_tokens": 24908270.0,
|
901 |
+
"step": 990
|
902 |
+
},
|
903 |
+
{
|
904 |
+
"epoch": 7.193202146690519,
|
905 |
+
"grad_norm": 0.46500054001808167,
|
906 |
+
"learning_rate": 5.62589928057554e-06,
|
907 |
+
"loss": 2.939,
|
908 |
+
"mean_token_accuracy": 0.4552768111228943,
|
909 |
+
"num_tokens": 25154564.0,
|
910 |
+
"step": 1000
|
911 |
+
},
|
912 |
+
{
|
913 |
+
"epoch": 7.264758497316637,
|
914 |
+
"grad_norm": 1.2805962562561035,
|
915 |
+
"learning_rate": 5.482014388489208e-06,
|
916 |
+
"loss": 2.9088,
|
917 |
+
"mean_token_accuracy": 0.4569986887276173,
|
918 |
+
"num_tokens": 25405656.0,
|
919 |
+
"step": 1010
|
920 |
+
},
|
921 |
+
{
|
922 |
+
"epoch": 7.336314847942755,
|
923 |
+
"grad_norm": 0.7547609806060791,
|
924 |
+
"learning_rate": 5.3381294964028786e-06,
|
925 |
+
"loss": 2.9138,
|
926 |
+
"mean_token_accuracy": 0.4570966839790344,
|
927 |
+
"num_tokens": 25650632.0,
|
928 |
+
"step": 1020
|
929 |
+
},
|
930 |
+
{
|
931 |
+
"epoch": 7.407871198568873,
|
932 |
+
"grad_norm": 0.5120713710784912,
|
933 |
+
"learning_rate": 5.194244604316547e-06,
|
934 |
+
"loss": 2.8993,
|
935 |
+
"mean_token_accuracy": 0.4579989641904831,
|
936 |
+
"num_tokens": 25903102.0,
|
937 |
+
"step": 1030
|
938 |
+
},
|
939 |
+
{
|
940 |
+
"epoch": 7.479427549194991,
|
941 |
+
"grad_norm": 0.5636111497879028,
|
942 |
+
"learning_rate": 5.050359712230216e-06,
|
943 |
+
"loss": 2.9162,
|
944 |
+
"mean_token_accuracy": 0.4563060127198696,
|
945 |
+
"num_tokens": 26155748.0,
|
946 |
+
"step": 1040
|
947 |
+
},
|
948 |
+
{
|
949 |
+
"epoch": 7.550983899821109,
|
950 |
+
"grad_norm": 0.7809133529663086,
|
951 |
+
"learning_rate": 4.9064748201438856e-06,
|
952 |
+
"loss": 2.914,
|
953 |
+
"mean_token_accuracy": 0.4561266407370567,
|
954 |
+
"num_tokens": 26405583.0,
|
955 |
+
"step": 1050
|
956 |
+
},
|
957 |
+
{
|
958 |
+
"epoch": 7.622540250447227,
|
959 |
+
"grad_norm": 0.4882202744483948,
|
960 |
+
"learning_rate": 4.762589928057554e-06,
|
961 |
+
"loss": 2.9361,
|
962 |
+
"mean_token_accuracy": 0.4527492173016071,
|
963 |
+
"num_tokens": 26655356.0,
|
964 |
+
"step": 1060
|
965 |
+
},
|
966 |
+
{
|
967 |
+
"epoch": 7.694096601073345,
|
968 |
+
"grad_norm": 0.46441176533699036,
|
969 |
+
"learning_rate": 4.618705035971223e-06,
|
970 |
+
"loss": 2.9233,
|
971 |
+
"mean_token_accuracy": 0.45422032177448274,
|
972 |
+
"num_tokens": 26911716.0,
|
973 |
+
"step": 1070
|
974 |
+
},
|
975 |
+
{
|
976 |
+
"epoch": 7.7656529516994635,
|
977 |
+
"grad_norm": 0.6556686162948608,
|
978 |
+
"learning_rate": 4.474820143884893e-06,
|
979 |
+
"loss": 2.9213,
|
980 |
+
"mean_token_accuracy": 0.45541969388723375,
|
981 |
+
"num_tokens": 27160591.0,
|
982 |
+
"step": 1080
|
983 |
+
},
|
984 |
+
{
|
985 |
+
"epoch": 7.837209302325581,
|
986 |
+
"grad_norm": 1.0379059314727783,
|
987 |
+
"learning_rate": 4.330935251798561e-06,
|
988 |
+
"loss": 2.8881,
|
989 |
+
"mean_token_accuracy": 0.4577357158064842,
|
990 |
+
"num_tokens": 27414873.0,
|
991 |
+
"step": 1090
|
992 |
+
},
|
993 |
+
{
|
994 |
+
"epoch": 7.9087656529517,
|
995 |
+
"grad_norm": 0.8527312874794006,
|
996 |
+
"learning_rate": 4.18705035971223e-06,
|
997 |
+
"loss": 2.8882,
|
998 |
+
"mean_token_accuracy": 0.46129798144102097,
|
999 |
+
"num_tokens": 27663071.0,
|
1000 |
+
"step": 1100
|
1001 |
+
},
|
1002 |
+
{
|
1003 |
+
"epoch": 7.980322003577817,
|
1004 |
+
"grad_norm": 0.4619864225387573,
|
1005 |
+
"learning_rate": 4.0431654676259e-06,
|
1006 |
+
"loss": 2.932,
|
1007 |
+
"mean_token_accuracy": 0.4540557064116001,
|
1008 |
+
"num_tokens": 27916696.0,
|
1009 |
+
"step": 1110
|
1010 |
+
},
|
1011 |
+
{
|
1012 |
+
"epoch": 8.057245080500895,
|
1013 |
+
"grad_norm": 0.7810168266296387,
|
1014 |
+
"learning_rate": 3.899280575539569e-06,
|
1015 |
+
"loss": 3.1952,
|
1016 |
+
"mean_token_accuracy": 0.4580523044597812,
|
1017 |
+
"num_tokens": 28170819.0,
|
1018 |
+
"step": 1120
|
1019 |
+
},
|
1020 |
+
{
|
1021 |
+
"epoch": 8.128801431127012,
|
1022 |
+
"grad_norm": 0.5160698890686035,
|
1023 |
+
"learning_rate": 3.7553956834532378e-06,
|
1024 |
+
"loss": 2.8928,
|
1025 |
+
"mean_token_accuracy": 0.45813094154000283,
|
1026 |
+
"num_tokens": 28424784.0,
|
1027 |
+
"step": 1130
|
1028 |
+
},
|
1029 |
+
{
|
1030 |
+
"epoch": 8.20035778175313,
|
1031 |
+
"grad_norm": 0.44342929124832153,
|
1032 |
+
"learning_rate": 3.6115107913669066e-06,
|
1033 |
+
"loss": 2.9013,
|
1034 |
+
"mean_token_accuracy": 0.4571513183414936,
|
1035 |
+
"num_tokens": 28675178.0,
|
1036 |
+
"step": 1140
|
1037 |
+
},
|
1038 |
+
{
|
1039 |
+
"epoch": 8.271914132379248,
|
1040 |
+
"grad_norm": 0.6888077855110168,
|
1041 |
+
"learning_rate": 3.4676258992805755e-06,
|
1042 |
+
"loss": 2.9162,
|
1043 |
+
"mean_token_accuracy": 0.45669827088713644,
|
1044 |
+
"num_tokens": 28924005.0,
|
1045 |
+
"step": 1150
|
1046 |
+
},
|
1047 |
+
{
|
1048 |
+
"epoch": 8.343470483005367,
|
1049 |
+
"grad_norm": 0.5610206127166748,
|
1050 |
+
"learning_rate": 3.323741007194245e-06,
|
1051 |
+
"loss": 2.9215,
|
1052 |
+
"mean_token_accuracy": 0.45746611058712006,
|
1053 |
+
"num_tokens": 29175601.0,
|
1054 |
+
"step": 1160
|
1055 |
+
},
|
1056 |
+
{
|
1057 |
+
"epoch": 8.415026833631485,
|
1058 |
+
"grad_norm": 0.4491877555847168,
|
1059 |
+
"learning_rate": 3.1798561151079137e-06,
|
1060 |
+
"loss": 2.8979,
|
1061 |
+
"mean_token_accuracy": 0.4579362317919731,
|
1062 |
+
"num_tokens": 29424141.0,
|
1063 |
+
"step": 1170
|
1064 |
+
},
|
1065 |
+
{
|
1066 |
+
"epoch": 8.486583184257602,
|
1067 |
+
"grad_norm": 0.7424222230911255,
|
1068 |
+
"learning_rate": 3.0359712230215834e-06,
|
1069 |
+
"loss": 2.8942,
|
1070 |
+
"mean_token_accuracy": 0.4580856651067734,
|
1071 |
+
"num_tokens": 29681514.0,
|
1072 |
+
"step": 1180
|
1073 |
+
},
|
1074 |
+
{
|
1075 |
+
"epoch": 8.55813953488372,
|
1076 |
+
"grad_norm": 1.396942138671875,
|
1077 |
+
"learning_rate": 2.892086330935252e-06,
|
1078 |
+
"loss": 2.9007,
|
1079 |
+
"mean_token_accuracy": 0.4569838471710682,
|
1080 |
+
"num_tokens": 29932547.0,
|
1081 |
+
"step": 1190
|
1082 |
+
},
|
1083 |
+
{
|
1084 |
+
"epoch": 8.62969588550984,
|
1085 |
+
"grad_norm": 0.43744152784347534,
|
1086 |
+
"learning_rate": 2.7482014388489207e-06,
|
1087 |
+
"loss": 2.8771,
|
1088 |
+
"mean_token_accuracy": 0.46146027445793153,
|
1089 |
+
"num_tokens": 30185906.0,
|
1090 |
+
"step": 1200
|
1091 |
+
},
|
1092 |
+
{
|
1093 |
+
"epoch": 8.701252236135957,
|
1094 |
+
"grad_norm": 2.9691150188446045,
|
1095 |
+
"learning_rate": 2.6043165467625904e-06,
|
1096 |
+
"loss": 2.8739,
|
1097 |
+
"mean_token_accuracy": 0.4621762208640575,
|
1098 |
+
"num_tokens": 30431346.0,
|
1099 |
+
"step": 1210
|
1100 |
+
},
|
1101 |
+
{
|
1102 |
+
"epoch": 8.772808586762075,
|
1103 |
+
"grad_norm": 0.5249901413917542,
|
1104 |
+
"learning_rate": 2.4604316546762593e-06,
|
1105 |
+
"loss": 2.9069,
|
1106 |
+
"mean_token_accuracy": 0.4558020316064358,
|
1107 |
+
"num_tokens": 30680282.0,
|
1108 |
+
"step": 1220
|
1109 |
+
},
|
1110 |
+
{
|
1111 |
+
"epoch": 8.844364937388193,
|
1112 |
+
"grad_norm": 0.8537925481796265,
|
1113 |
+
"learning_rate": 2.316546762589928e-06,
|
1114 |
+
"loss": 2.897,
|
1115 |
+
"mean_token_accuracy": 0.4572525009512901,
|
1116 |
+
"num_tokens": 30935075.0,
|
1117 |
+
"step": 1230
|
1118 |
+
},
|
1119 |
+
{
|
1120 |
+
"epoch": 8.915921288014312,
|
1121 |
+
"grad_norm": 0.5540444850921631,
|
1122 |
+
"learning_rate": 2.1726618705035974e-06,
|
1123 |
+
"loss": 2.8822,
|
1124 |
+
"mean_token_accuracy": 0.46007697507739065,
|
1125 |
+
"num_tokens": 31183768.0,
|
1126 |
+
"step": 1240
|
1127 |
+
},
|
1128 |
+
{
|
1129 |
+
"epoch": 8.98747763864043,
|
1130 |
+
"grad_norm": 0.6158258318901062,
|
1131 |
+
"learning_rate": 2.0287769784172663e-06,
|
1132 |
+
"loss": 2.8853,
|
1133 |
+
"mean_token_accuracy": 0.45986568853259085,
|
1134 |
+
"num_tokens": 31436091.0,
|
1135 |
+
"step": 1250
|
1136 |
+
},
|
1137 |
+
{
|
1138 |
+
"epoch": 9.064400715563506,
|
1139 |
+
"grad_norm": 4.425424098968506,
|
1140 |
+
"learning_rate": 1.8848920863309354e-06,
|
1141 |
+
"loss": 3.1999,
|
1142 |
+
"mean_token_accuracy": 0.45752188490658274,
|
1143 |
+
"num_tokens": 31693958.0,
|
1144 |
+
"step": 1260
|
1145 |
+
},
|
1146 |
+
{
|
1147 |
+
"epoch": 9.135957066189624,
|
1148 |
+
"grad_norm": 0.6236605048179626,
|
1149 |
+
"learning_rate": 1.7410071942446045e-06,
|
1150 |
+
"loss": 2.8925,
|
1151 |
+
"mean_token_accuracy": 0.4580650545656681,
|
1152 |
+
"num_tokens": 31943050.0,
|
1153 |
+
"step": 1270
|
1154 |
+
},
|
1155 |
+
{
|
1156 |
+
"epoch": 9.207513416815742,
|
1157 |
+
"grad_norm": 0.5942525863647461,
|
1158 |
+
"learning_rate": 1.5971223021582735e-06,
|
1159 |
+
"loss": 2.8896,
|
1160 |
+
"mean_token_accuracy": 0.45962206125259397,
|
1161 |
+
"num_tokens": 32193786.0,
|
1162 |
+
"step": 1280
|
1163 |
+
},
|
1164 |
+
{
|
1165 |
+
"epoch": 9.279069767441861,
|
1166 |
+
"grad_norm": 0.9935563802719116,
|
1167 |
+
"learning_rate": 1.4532374100719426e-06,
|
1168 |
+
"loss": 2.8982,
|
1169 |
+
"mean_token_accuracy": 0.457182715088129,
|
1170 |
+
"num_tokens": 32449326.0,
|
1171 |
+
"step": 1290
|
1172 |
+
},
|
1173 |
+
{
|
1174 |
+
"epoch": 9.350626118067979,
|
1175 |
+
"grad_norm": 0.8188269734382629,
|
1176 |
+
"learning_rate": 1.3093525179856117e-06,
|
1177 |
+
"loss": 2.855,
|
1178 |
+
"mean_token_accuracy": 0.46316581666469575,
|
1179 |
+
"num_tokens": 32698038.0,
|
1180 |
+
"step": 1300
|
1181 |
+
},
|
1182 |
+
{
|
1183 |
+
"epoch": 9.422182468694096,
|
1184 |
+
"grad_norm": 0.6339349150657654,
|
1185 |
+
"learning_rate": 1.1654676258992808e-06,
|
1186 |
+
"loss": 2.873,
|
1187 |
+
"mean_token_accuracy": 0.4594662845134735,
|
1188 |
+
"num_tokens": 32949656.0,
|
1189 |
+
"step": 1310
|
1190 |
+
},
|
1191 |
+
{
|
1192 |
+
"epoch": 9.493738819320214,
|
1193 |
+
"grad_norm": 0.6287016868591309,
|
1194 |
+
"learning_rate": 1.0215827338129496e-06,
|
1195 |
+
"loss": 2.8851,
|
1196 |
+
"mean_token_accuracy": 0.45849224627017976,
|
1197 |
+
"num_tokens": 33203989.0,
|
1198 |
+
"step": 1320
|
1199 |
+
},
|
1200 |
+
{
|
1201 |
+
"epoch": 9.565295169946333,
|
1202 |
+
"grad_norm": 0.6148714423179626,
|
1203 |
+
"learning_rate": 8.776978417266188e-07,
|
1204 |
+
"loss": 2.9034,
|
1205 |
+
"mean_token_accuracy": 0.4570117011666298,
|
1206 |
+
"num_tokens": 33456115.0,
|
1207 |
+
"step": 1330
|
1208 |
+
},
|
1209 |
+
{
|
1210 |
+
"epoch": 9.636851520572451,
|
1211 |
+
"grad_norm": 0.5148676633834839,
|
1212 |
+
"learning_rate": 7.338129496402878e-07,
|
1213 |
+
"loss": 2.892,
|
1214 |
+
"mean_token_accuracy": 0.459391076117754,
|
1215 |
+
"num_tokens": 33711492.0,
|
1216 |
+
"step": 1340
|
1217 |
+
},
|
1218 |
+
{
|
1219 |
+
"epoch": 9.708407871198569,
|
1220 |
+
"grad_norm": 0.9138558506965637,
|
1221 |
+
"learning_rate": 5.899280575539569e-07,
|
1222 |
+
"loss": 2.8813,
|
1223 |
+
"mean_token_accuracy": 0.46166028156876565,
|
1224 |
+
"num_tokens": 33958698.0,
|
1225 |
+
"step": 1350
|
1226 |
+
},
|
1227 |
+
{
|
1228 |
+
"epoch": 9.779964221824686,
|
1229 |
+
"grad_norm": 0.7092456817626953,
|
1230 |
+
"learning_rate": 4.4604316546762596e-07,
|
1231 |
+
"loss": 2.8844,
|
1232 |
+
"mean_token_accuracy": 0.4608030468225479,
|
1233 |
+
"num_tokens": 34205747.0,
|
1234 |
+
"step": 1360
|
1235 |
+
},
|
1236 |
+
{
|
1237 |
+
"epoch": 9.851520572450806,
|
1238 |
+
"grad_norm": 0.8316847681999207,
|
1239 |
+
"learning_rate": 3.02158273381295e-07,
|
1240 |
+
"loss": 2.9008,
|
1241 |
+
"mean_token_accuracy": 0.4585262954235077,
|
1242 |
+
"num_tokens": 34458362.0,
|
1243 |
+
"step": 1370
|
1244 |
+
},
|
1245 |
+
{
|
1246 |
+
"epoch": 9.923076923076923,
|
1247 |
+
"grad_norm": 0.6987820267677307,
|
1248 |
+
"learning_rate": 1.5827338129496404e-07,
|
1249 |
+
"loss": 2.8819,
|
1250 |
+
"mean_token_accuracy": 0.4603422984480858,
|
1251 |
+
"num_tokens": 34708914.0,
|
1252 |
+
"step": 1380
|
1253 |
+
},
|
1254 |
+
{
|
1255 |
+
"epoch": 9.994633273703041,
|
1256 |
+
"grad_norm": 0.7729736566543579,
|
1257 |
+
"learning_rate": 1.4388489208633095e-08,
|
1258 |
+
"loss": 2.9041,
|
1259 |
+
"mean_token_accuracy": 0.45747644156217576,
|
1260 |
+
"num_tokens": 34959957.0,
|
1261 |
+
"step": 1390
|
1262 |
+
}
|
1263 |
+
],
|
1264 |
+
"logging_steps": 10,
|
1265 |
+
"max_steps": 1390,
|
1266 |
+
"num_input_tokens_seen": 0,
|
1267 |
+
"num_train_epochs": 10,
|
1268 |
+
"save_steps": 500,
|
1269 |
+
"stateful_callbacks": {
|
1270 |
+
"TrainerControl": {
|
1271 |
+
"args": {
|
1272 |
+
"should_epoch_stop": false,
|
1273 |
+
"should_evaluate": false,
|
1274 |
+
"should_log": false,
|
1275 |
+
"should_save": true,
|
1276 |
+
"should_training_stop": true
|
1277 |
+
},
|
1278 |
+
"attributes": {}
|
1279 |
+
}
|
1280 |
+
},
|
1281 |
+
"total_flos": 3.858756252903014e+16,
|
1282 |
+
"train_batch_size": 64,
|
1283 |
+
"trial_name": null,
|
1284 |
+
"trial_params": null
|
1285 |
+
}
|
checkpoint-1390/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d25b53cc47734bcef31e00edf7734c0385193e3d581c4ba0c2cd909723a664bb
|
3 |
+
size 5688
|
checkpoint-500/config.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"LlamaForCausalLM"
|
4 |
+
],
|
5 |
+
"attention_bias": false,
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 1,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"head_dim": 128,
|
10 |
+
"hidden_act": "silu",
|
11 |
+
"hidden_size": 768,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 1024,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"mlp_bias": false,
|
16 |
+
"model_type": "llama",
|
17 |
+
"num_attention_heads": 6,
|
18 |
+
"num_hidden_layers": 6,
|
19 |
+
"num_key_value_heads": 6,
|
20 |
+
"pad_token_id": 0,
|
21 |
+
"pretraining_tp": 1,
|
22 |
+
"rms_norm_eps": 1e-05,
|
23 |
+
"rope_scaling": null,
|
24 |
+
"rope_theta": 10000.0,
|
25 |
+
"tie_word_embeddings": false,
|
26 |
+
"torch_dtype": "float32",
|
27 |
+
"transformers_version": "4.51.3",
|
28 |
+
"use_cache": true,
|
29 |
+
"vocab_size": 32000
|
30 |
+
}
|
checkpoint-500/generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 1,
|
4 |
+
"eos_token_id": 2,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.51.3"
|
7 |
+
}
|
checkpoint-500/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:366dd207462f94c865b13bbffc940a448332d52ea7411652cd817b9f4396462d
|
3 |
+
size 309900448
|
checkpoint-500/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1f71b4798f043306ba9a764799fc6ae83a2ba22324528263502da41564940b60
|
3 |
+
size 619836730
|
checkpoint-500/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f37c40ce327861a7ca13b719d3aa37510a143368b6e74358bdb14becb3899e1e
|
3 |
+
size 14244
|
checkpoint-500/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6ab2c291cab7c28fd90ff222c6ef90ee4060b3d3475da1afe0a061fd24fb16f5
|
3 |
+
size 1064
|
checkpoint-500/special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": "</s>",
|
17 |
+
"unk_token": {
|
18 |
+
"content": "<unk>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": true,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
}
|
24 |
+
}
|
checkpoint-500/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-500/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
|
3 |
+
size 499723
|
checkpoint-500/tokenizer_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": null,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": true,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"bos_token": "<s>",
|
32 |
+
"clean_up_tokenization_spaces": false,
|
33 |
+
"eos_token": "</s>",
|
34 |
+
"extra_special_tokens": {},
|
35 |
+
"legacy": false,
|
36 |
+
"model_max_length": 1000000000000000019884624838656,
|
37 |
+
"pad_token": "</s>",
|
38 |
+
"sp_model_kwargs": {},
|
39 |
+
"tokenizer_class": "LlamaTokenizer",
|
40 |
+
"unk_token": "<unk>",
|
41 |
+
"use_default_system_prompt": false
|
42 |
+
}
|
checkpoint-500/trainer_state.json
ADDED
@@ -0,0 +1,484 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_global_step": null,
|
3 |
+
"best_metric": null,
|
4 |
+
"best_model_checkpoint": null,
|
5 |
+
"epoch": 3.59391771019678,
|
6 |
+
"eval_steps": 500,
|
7 |
+
"global_step": 500,
|
8 |
+
"is_hyper_param_search": false,
|
9 |
+
"is_local_process_zero": true,
|
10 |
+
"is_world_process_zero": true,
|
11 |
+
"log_history": [
|
12 |
+
{
|
13 |
+
"epoch": 0.07155635062611806,
|
14 |
+
"grad_norm": 3.981292247772217,
|
15 |
+
"learning_rate": 1.9870503597122304e-05,
|
16 |
+
"loss": 6.5969,
|
17 |
+
"mean_token_accuracy": 0.15720859691500663,
|
18 |
+
"num_tokens": 249014.0,
|
19 |
+
"step": 10
|
20 |
+
},
|
21 |
+
{
|
22 |
+
"epoch": 0.14311270125223613,
|
23 |
+
"grad_norm": 6.078427314758301,
|
24 |
+
"learning_rate": 1.9726618705035972e-05,
|
25 |
+
"loss": 6.3047,
|
26 |
+
"mean_token_accuracy": 0.17161023132503034,
|
27 |
+
"num_tokens": 499527.0,
|
28 |
+
"step": 20
|
29 |
+
},
|
30 |
+
{
|
31 |
+
"epoch": 0.2146690518783542,
|
32 |
+
"grad_norm": 3.555305242538452,
|
33 |
+
"learning_rate": 1.958273381294964e-05,
|
34 |
+
"loss": 6.0472,
|
35 |
+
"mean_token_accuracy": 0.19869447350502015,
|
36 |
+
"num_tokens": 755405.0,
|
37 |
+
"step": 30
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.28622540250447226,
|
41 |
+
"grad_norm": 3.784306764602661,
|
42 |
+
"learning_rate": 1.9438848920863313e-05,
|
43 |
+
"loss": 5.8397,
|
44 |
+
"mean_token_accuracy": 0.22695979550480844,
|
45 |
+
"num_tokens": 1011193.0,
|
46 |
+
"step": 40
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 0.35778175313059035,
|
50 |
+
"grad_norm": 3.2327146530151367,
|
51 |
+
"learning_rate": 1.9294964028776978e-05,
|
52 |
+
"loss": 5.6695,
|
53 |
+
"mean_token_accuracy": 0.2401440929621458,
|
54 |
+
"num_tokens": 1258965.0,
|
55 |
+
"step": 50
|
56 |
+
},
|
57 |
+
{
|
58 |
+
"epoch": 0.4293381037567084,
|
59 |
+
"grad_norm": 3.420456647872925,
|
60 |
+
"learning_rate": 1.915107913669065e-05,
|
61 |
+
"loss": 5.4321,
|
62 |
+
"mean_token_accuracy": 0.2521901123225689,
|
63 |
+
"num_tokens": 1512466.0,
|
64 |
+
"step": 60
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 0.5008944543828264,
|
68 |
+
"grad_norm": 4.493953227996826,
|
69 |
+
"learning_rate": 1.9007194244604318e-05,
|
70 |
+
"loss": 5.2609,
|
71 |
+
"mean_token_accuracy": 0.26822467111051085,
|
72 |
+
"num_tokens": 1760599.0,
|
73 |
+
"step": 70
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 0.5724508050089445,
|
77 |
+
"grad_norm": 2.4932243824005127,
|
78 |
+
"learning_rate": 1.8863309352517986e-05,
|
79 |
+
"loss": 5.1328,
|
80 |
+
"mean_token_accuracy": 0.275511983782053,
|
81 |
+
"num_tokens": 2014670.0,
|
82 |
+
"step": 80
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 0.6440071556350626,
|
86 |
+
"grad_norm": 2.402729034423828,
|
87 |
+
"learning_rate": 1.8719424460431658e-05,
|
88 |
+
"loss": 5.0135,
|
89 |
+
"mean_token_accuracy": 0.2811047907918692,
|
90 |
+
"num_tokens": 2264498.0,
|
91 |
+
"step": 90
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 0.7155635062611807,
|
95 |
+
"grad_norm": 2.8561453819274902,
|
96 |
+
"learning_rate": 1.8575539568345323e-05,
|
97 |
+
"loss": 4.8244,
|
98 |
+
"mean_token_accuracy": 0.2967699430882931,
|
99 |
+
"num_tokens": 2508975.0,
|
100 |
+
"step": 100
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.7871198568872988,
|
104 |
+
"grad_norm": 2.222463846206665,
|
105 |
+
"learning_rate": 1.8431654676258995e-05,
|
106 |
+
"loss": 4.7404,
|
107 |
+
"mean_token_accuracy": 0.30234326496720315,
|
108 |
+
"num_tokens": 2760092.0,
|
109 |
+
"step": 110
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 0.8586762075134168,
|
113 |
+
"grad_norm": 2.0150718688964844,
|
114 |
+
"learning_rate": 1.8287769784172664e-05,
|
115 |
+
"loss": 4.5925,
|
116 |
+
"mean_token_accuracy": 0.31090952083468437,
|
117 |
+
"num_tokens": 3011643.0,
|
118 |
+
"step": 120
|
119 |
+
},
|
120 |
+
{
|
121 |
+
"epoch": 0.9302325581395349,
|
122 |
+
"grad_norm": 2.499884605407715,
|
123 |
+
"learning_rate": 1.8143884892086332e-05,
|
124 |
+
"loss": 4.484,
|
125 |
+
"mean_token_accuracy": 0.3174323089420795,
|
126 |
+
"num_tokens": 3260597.0,
|
127 |
+
"step": 130
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.0071556350626119,
|
131 |
+
"grad_norm": 3.81246280670166,
|
132 |
+
"learning_rate": 1.8e-05,
|
133 |
+
"loss": 4.8272,
|
134 |
+
"mean_token_accuracy": 0.32652662367355534,
|
135 |
+
"num_tokens": 3521468.0,
|
136 |
+
"step": 140
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 1.07871198568873,
|
140 |
+
"grad_norm": 1.3433386087417603,
|
141 |
+
"learning_rate": 1.785611510791367e-05,
|
142 |
+
"loss": 4.2527,
|
143 |
+
"mean_token_accuracy": 0.3359356351196766,
|
144 |
+
"num_tokens": 3764868.0,
|
145 |
+
"step": 150
|
146 |
+
},
|
147 |
+
{
|
148 |
+
"epoch": 1.150268336314848,
|
149 |
+
"grad_norm": 2.1221790313720703,
|
150 |
+
"learning_rate": 1.771223021582734e-05,
|
151 |
+
"loss": 4.1608,
|
152 |
+
"mean_token_accuracy": 0.33773822858929636,
|
153 |
+
"num_tokens": 4013198.0,
|
154 |
+
"step": 160
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 1.2218246869409661,
|
158 |
+
"grad_norm": 1.3530231714248657,
|
159 |
+
"learning_rate": 1.756834532374101e-05,
|
160 |
+
"loss": 4.0771,
|
161 |
+
"mean_token_accuracy": 0.3416416011750698,
|
162 |
+
"num_tokens": 4266761.0,
|
163 |
+
"step": 170
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 1.293381037567084,
|
167 |
+
"grad_norm": 8.359506607055664,
|
168 |
+
"learning_rate": 1.7424460431654678e-05,
|
169 |
+
"loss": 3.9872,
|
170 |
+
"mean_token_accuracy": 0.3446764849126339,
|
171 |
+
"num_tokens": 4524185.0,
|
172 |
+
"step": 180
|
173 |
+
},
|
174 |
+
{
|
175 |
+
"epoch": 1.364937388193202,
|
176 |
+
"grad_norm": 0.9995141625404358,
|
177 |
+
"learning_rate": 1.7280575539568346e-05,
|
178 |
+
"loss": 3.8942,
|
179 |
+
"mean_token_accuracy": 0.3535850510001183,
|
180 |
+
"num_tokens": 4775262.0,
|
181 |
+
"step": 190
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"epoch": 1.4364937388193202,
|
185 |
+
"grad_norm": 0.9777733087539673,
|
186 |
+
"learning_rate": 1.7136690647482015e-05,
|
187 |
+
"loss": 3.8149,
|
188 |
+
"mean_token_accuracy": 0.36338763535022733,
|
189 |
+
"num_tokens": 5022677.0,
|
190 |
+
"step": 200
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 1.5080500894454383,
|
194 |
+
"grad_norm": 0.9398026466369629,
|
195 |
+
"learning_rate": 1.6992805755395686e-05,
|
196 |
+
"loss": 3.7274,
|
197 |
+
"mean_token_accuracy": 0.37123609259724616,
|
198 |
+
"num_tokens": 5271810.0,
|
199 |
+
"step": 210
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"epoch": 1.5796064400715564,
|
203 |
+
"grad_norm": 3.464630603790283,
|
204 |
+
"learning_rate": 1.6848920863309355e-05,
|
205 |
+
"loss": 3.7154,
|
206 |
+
"mean_token_accuracy": 0.3758062146604061,
|
207 |
+
"num_tokens": 5522408.0,
|
208 |
+
"step": 220
|
209 |
+
},
|
210 |
+
{
|
211 |
+
"epoch": 1.6511627906976745,
|
212 |
+
"grad_norm": 2.104501485824585,
|
213 |
+
"learning_rate": 1.6705035971223023e-05,
|
214 |
+
"loss": 3.6469,
|
215 |
+
"mean_token_accuracy": 0.3832809627056122,
|
216 |
+
"num_tokens": 5769231.0,
|
217 |
+
"step": 230
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"epoch": 1.7227191413237923,
|
221 |
+
"grad_norm": 2.5066070556640625,
|
222 |
+
"learning_rate": 1.656115107913669e-05,
|
223 |
+
"loss": 3.6434,
|
224 |
+
"mean_token_accuracy": 0.38175718635320666,
|
225 |
+
"num_tokens": 6020808.0,
|
226 |
+
"step": 240
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 1.7942754919499104,
|
230 |
+
"grad_norm": 0.9507914781570435,
|
231 |
+
"learning_rate": 1.641726618705036e-05,
|
232 |
+
"loss": 3.5866,
|
233 |
+
"mean_token_accuracy": 0.3858716659247875,
|
234 |
+
"num_tokens": 6275383.0,
|
235 |
+
"step": 250
|
236 |
+
},
|
237 |
+
{
|
238 |
+
"epoch": 1.8658318425760285,
|
239 |
+
"grad_norm": 3.4407248497009277,
|
240 |
+
"learning_rate": 1.627338129496403e-05,
|
241 |
+
"loss": 3.5663,
|
242 |
+
"mean_token_accuracy": 0.38949630260467527,
|
243 |
+
"num_tokens": 6525182.0,
|
244 |
+
"step": 260
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 1.9373881932021466,
|
248 |
+
"grad_norm": 0.7253276109695435,
|
249 |
+
"learning_rate": 1.61294964028777e-05,
|
250 |
+
"loss": 3.5233,
|
251 |
+
"mean_token_accuracy": 0.391743092238903,
|
252 |
+
"num_tokens": 6779756.0,
|
253 |
+
"step": 270
|
254 |
+
},
|
255 |
+
{
|
256 |
+
"epoch": 2.0143112701252237,
|
257 |
+
"grad_norm": 0.6907745599746704,
|
258 |
+
"learning_rate": 1.598561151079137e-05,
|
259 |
+
"loss": 3.8364,
|
260 |
+
"mean_token_accuracy": 0.395021445140606,
|
261 |
+
"num_tokens": 7043995.0,
|
262 |
+
"step": 280
|
263 |
+
},
|
264 |
+
{
|
265 |
+
"epoch": 2.085867620751342,
|
266 |
+
"grad_norm": 0.9332271218299866,
|
267 |
+
"learning_rate": 1.5841726618705037e-05,
|
268 |
+
"loss": 3.4772,
|
269 |
+
"mean_token_accuracy": 0.3965952657163143,
|
270 |
+
"num_tokens": 7297135.0,
|
271 |
+
"step": 290
|
272 |
+
},
|
273 |
+
{
|
274 |
+
"epoch": 2.15742397137746,
|
275 |
+
"grad_norm": 1.235854983329773,
|
276 |
+
"learning_rate": 1.5697841726618706e-05,
|
277 |
+
"loss": 3.4414,
|
278 |
+
"mean_token_accuracy": 0.3989549733698368,
|
279 |
+
"num_tokens": 7545580.0,
|
280 |
+
"step": 300
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 2.228980322003578,
|
284 |
+
"grad_norm": 0.6656942963600159,
|
285 |
+
"learning_rate": 1.5553956834532374e-05,
|
286 |
+
"loss": 3.4114,
|
287 |
+
"mean_token_accuracy": 0.40089740604162216,
|
288 |
+
"num_tokens": 7799266.0,
|
289 |
+
"step": 310
|
290 |
+
},
|
291 |
+
{
|
292 |
+
"epoch": 2.300536672629696,
|
293 |
+
"grad_norm": 0.6185078024864197,
|
294 |
+
"learning_rate": 1.5410071942446046e-05,
|
295 |
+
"loss": 3.395,
|
296 |
+
"mean_token_accuracy": 0.4044420339167118,
|
297 |
+
"num_tokens": 8052210.0,
|
298 |
+
"step": 320
|
299 |
+
},
|
300 |
+
{
|
301 |
+
"epoch": 2.3720930232558137,
|
302 |
+
"grad_norm": 1.1096031665802002,
|
303 |
+
"learning_rate": 1.5266187050359714e-05,
|
304 |
+
"loss": 3.3804,
|
305 |
+
"mean_token_accuracy": 0.40613374635577204,
|
306 |
+
"num_tokens": 8307281.0,
|
307 |
+
"step": 330
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 2.4436493738819323,
|
311 |
+
"grad_norm": 0.5653504729270935,
|
312 |
+
"learning_rate": 1.5122302158273383e-05,
|
313 |
+
"loss": 3.3501,
|
314 |
+
"mean_token_accuracy": 0.40836238488554955,
|
315 |
+
"num_tokens": 8557428.0,
|
316 |
+
"step": 340
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 2.51520572450805,
|
320 |
+
"grad_norm": 0.5432367920875549,
|
321 |
+
"learning_rate": 1.4978417266187051e-05,
|
322 |
+
"loss": 3.3467,
|
323 |
+
"mean_token_accuracy": 0.40912329107522966,
|
324 |
+
"num_tokens": 8808315.0,
|
325 |
+
"step": 350
|
326 |
+
},
|
327 |
+
{
|
328 |
+
"epoch": 2.586762075134168,
|
329 |
+
"grad_norm": 1.6327078342437744,
|
330 |
+
"learning_rate": 1.4834532374100721e-05,
|
331 |
+
"loss": 3.3258,
|
332 |
+
"mean_token_accuracy": 0.4106706023216248,
|
333 |
+
"num_tokens": 9057886.0,
|
334 |
+
"step": 360
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 2.658318425760286,
|
338 |
+
"grad_norm": 0.6323248147964478,
|
339 |
+
"learning_rate": 1.469064748201439e-05,
|
340 |
+
"loss": 3.298,
|
341 |
+
"mean_token_accuracy": 0.41263881102204325,
|
342 |
+
"num_tokens": 9309357.0,
|
343 |
+
"step": 370
|
344 |
+
},
|
345 |
+
{
|
346 |
+
"epoch": 2.729874776386404,
|
347 |
+
"grad_norm": 2.182023525238037,
|
348 |
+
"learning_rate": 1.4546762589928058e-05,
|
349 |
+
"loss": 3.2819,
|
350 |
+
"mean_token_accuracy": 0.4163250602781773,
|
351 |
+
"num_tokens": 9558445.0,
|
352 |
+
"step": 380
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 2.8014311270125223,
|
356 |
+
"grad_norm": 0.5517727136611938,
|
357 |
+
"learning_rate": 1.4402877697841728e-05,
|
358 |
+
"loss": 3.2486,
|
359 |
+
"mean_token_accuracy": 0.4189229063689709,
|
360 |
+
"num_tokens": 9813513.0,
|
361 |
+
"step": 390
|
362 |
+
},
|
363 |
+
{
|
364 |
+
"epoch": 2.8729874776386404,
|
365 |
+
"grad_norm": 0.877505362033844,
|
366 |
+
"learning_rate": 1.4258992805755397e-05,
|
367 |
+
"loss": 3.2428,
|
368 |
+
"mean_token_accuracy": 0.4193955764174461,
|
369 |
+
"num_tokens": 10059533.0,
|
370 |
+
"step": 400
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 2.9445438282647585,
|
374 |
+
"grad_norm": 0.7058685421943665,
|
375 |
+
"learning_rate": 1.4115107913669065e-05,
|
376 |
+
"loss": 3.2369,
|
377 |
+
"mean_token_accuracy": 0.4203347131609917,
|
378 |
+
"num_tokens": 10309900.0,
|
379 |
+
"step": 410
|
380 |
+
},
|
381 |
+
{
|
382 |
+
"epoch": 3.0214669051878356,
|
383 |
+
"grad_norm": 1.2357401847839355,
|
384 |
+
"learning_rate": 1.3971223021582736e-05,
|
385 |
+
"loss": 3.563,
|
386 |
+
"mean_token_accuracy": 0.4190788792400825,
|
387 |
+
"num_tokens": 10568955.0,
|
388 |
+
"step": 420
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 3.0930232558139537,
|
392 |
+
"grad_norm": 0.7918577790260315,
|
393 |
+
"learning_rate": 1.3827338129496404e-05,
|
394 |
+
"loss": 3.2081,
|
395 |
+
"mean_token_accuracy": 0.4243326403200626,
|
396 |
+
"num_tokens": 10818378.0,
|
397 |
+
"step": 430
|
398 |
+
},
|
399 |
+
{
|
400 |
+
"epoch": 3.1645796064400717,
|
401 |
+
"grad_norm": 0.5052043795585632,
|
402 |
+
"learning_rate": 1.3683453237410074e-05,
|
403 |
+
"loss": 3.2022,
|
404 |
+
"mean_token_accuracy": 0.4242256350815296,
|
405 |
+
"num_tokens": 11070954.0,
|
406 |
+
"step": 440
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 3.23613595706619,
|
410 |
+
"grad_norm": 0.5182781219482422,
|
411 |
+
"learning_rate": 1.353956834532374e-05,
|
412 |
+
"loss": 3.199,
|
413 |
+
"mean_token_accuracy": 0.4230089582502842,
|
414 |
+
"num_tokens": 11323582.0,
|
415 |
+
"step": 450
|
416 |
+
},
|
417 |
+
{
|
418 |
+
"epoch": 3.3076923076923075,
|
419 |
+
"grad_norm": 1.1913461685180664,
|
420 |
+
"learning_rate": 1.3395683453237411e-05,
|
421 |
+
"loss": 3.1853,
|
422 |
+
"mean_token_accuracy": 0.42622370198369025,
|
423 |
+
"num_tokens": 11574310.0,
|
424 |
+
"step": 460
|
425 |
+
},
|
426 |
+
{
|
427 |
+
"epoch": 3.3792486583184256,
|
428 |
+
"grad_norm": 3.5984549522399902,
|
429 |
+
"learning_rate": 1.3251798561151081e-05,
|
430 |
+
"loss": 3.1743,
|
431 |
+
"mean_token_accuracy": 0.42716887295246125,
|
432 |
+
"num_tokens": 11828106.0,
|
433 |
+
"step": 470
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 3.4508050089445437,
|
437 |
+
"grad_norm": 0.8405038118362427,
|
438 |
+
"learning_rate": 1.310791366906475e-05,
|
439 |
+
"loss": 3.1591,
|
440 |
+
"mean_token_accuracy": 0.4280025988817215,
|
441 |
+
"num_tokens": 12078899.0,
|
442 |
+
"step": 480
|
443 |
+
},
|
444 |
+
{
|
445 |
+
"epoch": 3.5223613595706618,
|
446 |
+
"grad_norm": 0.5538778901100159,
|
447 |
+
"learning_rate": 1.296402877697842e-05,
|
448 |
+
"loss": 3.1318,
|
449 |
+
"mean_token_accuracy": 0.43028812259435656,
|
450 |
+
"num_tokens": 12331071.0,
|
451 |
+
"step": 490
|
452 |
+
},
|
453 |
+
{
|
454 |
+
"epoch": 3.59391771019678,
|
455 |
+
"grad_norm": 2.8024959564208984,
|
456 |
+
"learning_rate": 1.2820143884892086e-05,
|
457 |
+
"loss": 3.1394,
|
458 |
+
"mean_token_accuracy": 0.4312668785452843,
|
459 |
+
"num_tokens": 12581208.0,
|
460 |
+
"step": 500
|
461 |
+
}
|
462 |
+
],
|
463 |
+
"logging_steps": 10,
|
464 |
+
"max_steps": 1390,
|
465 |
+
"num_input_tokens_seen": 0,
|
466 |
+
"num_train_epochs": 10,
|
467 |
+
"save_steps": 500,
|
468 |
+
"stateful_callbacks": {
|
469 |
+
"TrainerControl": {
|
470 |
+
"args": {
|
471 |
+
"should_epoch_stop": false,
|
472 |
+
"should_evaluate": false,
|
473 |
+
"should_log": false,
|
474 |
+
"should_save": true,
|
475 |
+
"should_training_stop": false
|
476 |
+
},
|
477 |
+
"attributes": {}
|
478 |
+
}
|
479 |
+
},
|
480 |
+
"total_flos": 1.3969337037225984e+16,
|
481 |
+
"train_batch_size": 64,
|
482 |
+
"trial_name": null,
|
483 |
+
"trial_params": null
|
484 |
+
}
|
checkpoint-500/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d25b53cc47734bcef31e00edf7734c0385193e3d581c4ba0c2cd909723a664bb
|
3 |
+
size 5688
|
config.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"LlamaForCausalLM"
|
4 |
+
],
|
5 |
+
"attention_bias": false,
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 1,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"head_dim": 128,
|
10 |
+
"hidden_act": "silu",
|
11 |
+
"hidden_size": 768,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 1024,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"mlp_bias": false,
|
16 |
+
"model_type": "llama",
|
17 |
+
"num_attention_heads": 6,
|
18 |
+
"num_hidden_layers": 6,
|
19 |
+
"num_key_value_heads": 6,
|
20 |
+
"pad_token_id": 0,
|
21 |
+
"pretraining_tp": 1,
|
22 |
+
"rms_norm_eps": 1e-05,
|
23 |
+
"rope_scaling": null,
|
24 |
+
"rope_theta": 10000.0,
|
25 |
+
"tie_word_embeddings": false,
|
26 |
+
"torch_dtype": "float32",
|
27 |
+
"transformers_version": "4.51.3",
|
28 |
+
"use_cache": true,
|
29 |
+
"vocab_size": 32000
|
30 |
+
}
|
generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 1,
|
4 |
+
"eos_token_id": 2,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.51.3"
|
7 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cc1ecc51f6ae0b74b7232e22a94a71d7ffb72ce57a924be13dc83c8af25c6af6
|
3 |
+
size 309900448
|
runs/Apr25_07-50-36_9c18e885a673/events.out.tfevents.1745567454.9c18e885a673.5280.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9496644bfd07f191de4fe1f4e87267f7f920865d707bead83b391dd15036a1c8
|
3 |
+
size 51641
|
special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": "</s>",
|
17 |
+
"unk_token": {
|
18 |
+
"content": "<unk>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": true,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
}
|
24 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
|
3 |
+
size 499723
|
tokenizer_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": null,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": true,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"bos_token": "<s>",
|
32 |
+
"clean_up_tokenization_spaces": false,
|
33 |
+
"eos_token": "</s>",
|
34 |
+
"extra_special_tokens": {},
|
35 |
+
"legacy": false,
|
36 |
+
"model_max_length": 1000000000000000019884624838656,
|
37 |
+
"pad_token": "</s>",
|
38 |
+
"sp_model_kwargs": {},
|
39 |
+
"tokenizer_class": "LlamaTokenizer",
|
40 |
+
"unk_token": "<unk>",
|
41 |
+
"use_default_system_prompt": false
|
42 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d25b53cc47734bcef31e00edf7734c0385193e3d581c4ba0c2cd909723a664bb
|
3 |
+
size 5688
|