---
language:
- en
license: llama3.2
library_name: transformers
tags:
- facebook
- meta
- pytorch
- llama
- llama-3
- mergekit
- merge
- chat
- moonride
base_model:
- meta-llama/Llama-3.2-3B
- bunnycore/Llama-3.2-3B-Mix-Skill
- bunnycore/Llama-3.2-3B-Sci-Think
- FuseAI/FuseChat-Llama-3.2-3B-Instruct
- theprint/ReWiz-Llama-3.2-3B
pipeline_tag: text-generation
model-index:
- name: Llama-3.2-3B-Khelavaster
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: HuggingFaceH4/ifeval
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 49.25
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MoonRide/Llama-3.2-3B-Khelavaster
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: BBH
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 22.69
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MoonRide/Llama-3.2-3B-Khelavaster
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: hendrycks/competition_math
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 16.16
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MoonRide/Llama-3.2-3B-Khelavaster
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 3.69
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MoonRide/Llama-3.2-3B-Khelavaster
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MuSR (0-shot)
      type: TAUR-Lab/MuSR
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 5.5
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MoonRide/Llama-3.2-3B-Khelavaster
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU-PRO (5-shot)
      type: TIGER-Lab/MMLU-Pro
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 23.57
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MoonRide/Llama-3.2-3B-Khelavaster
      name: Open LLM Leaderboard
---
<img src="https://huggingface.co/MoonRide/Llama-3.2-3B-Khelavaster/resolve/main/Khelavaster.jpg">

# Intro

Experimental merge of multiple Llama 3.2 3B models, guided by [MoonRide-Index-v7](https://huggingface.co/datasets/MoonRide/MoonRide-LLM-Index-v7). Created with [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [meta-llama/Llama-3.2-3B](https://huggingface.co/meta-llama/Llama-3.2-3B) as a base.

### Models Merged

The following models were included in the merge:
* [bunnycore/Llama-3.2-3B-Sci-Think](https://huggingface.co/bunnycore/Llama-3.2-3B-Sci-Think)
* [FuseAI/FuseChat-Llama-3.2-3B-Instruct](https://huggingface.co/FuseAI/FuseChat-Llama-3.2-3B-Instruct)
* [theprint/ReWiz-Llama-3.2-3B](https://huggingface.co/theprint/ReWiz-Llama-3.2-3B)
* [bunnycore/Llama-3.2-3B-Mix-Skill](https://huggingface.co/bunnycore/Llama-3.2-3B-Mix-Skill)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: bunnycore/Llama-3.2-3B-Mix-Skill
  - model: bunnycore/Llama-3.2-3B-Sci-Think
  - model: FuseAI/FuseChat-Llama-3.2-3B-Instruct
  - model: theprint/ReWiz-Llama-3.2-3B
base_model: meta-llama/Llama-3.2-3B
tokenizer:
  source: meta-llama/Llama-3.2-3B-Instruct
merge_method: sce
parameters:
  normalize: true
dtype: float32
out_dtype: float16

```

# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/MoonRide__Llama-3.2-3B-Khelavaster-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |20.14|
|IFEval (0-Shot)    |49.25|
|BBH (3-Shot)       |22.69|
|MATH Lvl 5 (4-Shot)|16.16|
|GPQA (0-shot)      | 3.69|
|MuSR (0-shot)      | 5.50|
|MMLU-PRO (5-shot)  |23.57|