---
base_model:
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp4
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp10-safe
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp8-code.1nemotron
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp1lora
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp6-mathv1nemotron
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp12-helpsteer
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp5
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp13-debug
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp2lora
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp7-mathv1.1nemotron
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talon-merged-run1
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp11-fleschprose
- unsloth/Llama-3.2-3B-Instruct
- marcuscedricridia/talonp9-scinemotron
- unsloth/Llama-3.2-3B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp4](https://huggingface.co/marcuscedricridia/talonp4)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp10-safe](https://huggingface.co/marcuscedricridia/talonp10-safe)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp8-code.1nemotron](https://huggingface.co/marcuscedricridia/talonp8-code.1nemotron)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp1lora](https://huggingface.co/marcuscedricridia/talonp1lora)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp6-mathv1nemotron](https://huggingface.co/marcuscedricridia/talonp6-mathv1nemotron)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp12-helpsteer](https://huggingface.co/marcuscedricridia/talonp12-helpsteer)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp5](https://huggingface.co/marcuscedricridia/talonp5)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp13-debug](https://huggingface.co/marcuscedricridia/talonp13-debug)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp2lora](https://huggingface.co/marcuscedricridia/talonp2lora)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp7-mathv1.1nemotron](https://huggingface.co/marcuscedricridia/talonp7-mathv1.1nemotron)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talon-merged-run1](https://huggingface.co/marcuscedricridia/talon-merged-run1)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp11-fleschprose](https://huggingface.co/marcuscedricridia/talonp11-fleschprose)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct) + [marcuscedricridia/talonp9-scinemotron](https://huggingface.co/marcuscedricridia/talonp9-scinemotron)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: ties
base_model: unsloth/Llama-3.2-3B-Instruct
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16

models:
  - model: unsloth/Llama-3.2-3B-Instruct
    # No parameters needed for the base model itself in this list format

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talon-merged-run1
    parameters:
      density: 0.5
      weight: 0.0461538462

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp13-debug
    parameters:
      density: 0.5
      weight: 0.1

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp12-helpsteer
    parameters:
      density: 0.5
      weight: 0.0461538462

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp11-fleschprose
    parameters:
      density: 0.5
      weight: 0.0461538462

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp10-safe
    parameters:
      density: 0.5
      weight: 0.1

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp9-scinemotron
    parameters:
      density: 0.5
      weight: 0.1

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp8-code.1nemotron
    parameters:
      density: 0.5
      weight: 0.1

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp7-mathv1.1nemotron
    parameters:
      density: 0.5
      weight: 0.1

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp6-mathv1nemotron
    parameters:
      density: 0.5
      weight: 0.0461538462

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp5
    parameters:
      density: 0.5
      weight: 0.0461538462

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp4
    parameters:
      density: 0.5
      weight: 0.0461538462

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp1lora
    parameters:
      density: 0.5
      weight: 0.1

  - model: unsloth/Llama-3.2-3B-Instruct+marcuscedricridia/talonp2lora
    parameters:
      density: 0.5
      weight: 0.1
```