README.md

---
license: llama3.2
library_name: transformers
tags:
- mergekit
- merge
base_model:
- prithivMLmods/Llama-Chat-Summary-3.2-3B
- prithivMLmods/Llama-Thinker-3B-Preview2
- NousResearch/Hermes-3-Llama-3.2-3B
model-index:
- name: Hermes-Llama-3.2-CoT-Summary
  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: 48.3
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Hermes-Llama-3.2-CoT-Summary
      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: 17.39
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Hermes-Llama-3.2-CoT-Summary
      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: 8.16
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Hermes-Llama-3.2-CoT-Summary
      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: 0.78
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Hermes-Llama-3.2-CoT-Summary
      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: 4.69
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Hermes-Llama-3.2-CoT-Summary
      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: 21.13
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Hermes-Llama-3.2-CoT-Summary
      name: Open LLM Leaderboard
---
# Merge

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

## Merge Details

Hermes with some CoT and Chat Summary added.

Quant: https://huggingface.co/Triangle104/Hermes-Llama-3.2-CoT-Summary-Q4_K_M-GGUF

### Merge Method

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

### Models Merged

The following models were included in the merge:
* [prithivMLmods/Llama-Chat-Summary-3.2-3B](https://huggingface.co/prithivMLmods/Llama-Chat-Summary-3.2-3B)
* [prithivMLmods/Llama-Thinker-3B-Preview2](https://huggingface.co/prithivMLmods/Llama-Thinker-3B-Preview2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: NousResearch/Hermes-3-Llama-3.2-3B
    #no parameters necessary for base model
  - model: prithivMLmods/Llama-Thinker-3B-Preview2
    parameters:
      density: 0.5
      weight: 0.5
  - model: prithivMLmods/Llama-Chat-Summary-3.2-3B
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: NousResearch/Hermes-3-Llama-3.2-3B
parameters:
  normalize: false
  int8_mask: true
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/Triangle104__Hermes-Llama-3.2-CoT-Summary-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |16.74|
|IFEval (0-Shot)    |48.30|
|BBH (3-Shot)       |17.39|
|MATH Lvl 5 (4-Shot)| 8.16|
|GPQA (0-shot)      | 0.78|
|MuSR (0-shot)      | 4.69|
|MMLU-PRO (5-shot)  |21.13|