README.md

---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- NousResearch/DeepHermes-3-Llama-3-8B-Preview
- allura-org/L3.1-8b-RP-Ink
model-index:
- name: LThreePointOne-8B-HermesInk
  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: 40.31
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
      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: 31.48
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
      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: 17.22
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
      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: 9.73
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
      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: 10.02
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
      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: 27.42
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/LThreePointOne-8B-HermesInk
      name: Open LLM Leaderboard
---
# Merge

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

## Merge Details

DeepHermes model merged with Ink RP model.

Credit to NousResearch for *DeepHermes-3-Llama-3-8B-Preview* and Allura-Org for *L3.1-8b-RP-Ink*.

### Merge Method

This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.

### Models Merged

The following models were included in the merge:
* [NousResearch/DeepHermes-3-Llama-3-8B-Preview](https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-8B-Preview)
* [allura-org/L3.1-8b-RP-Ink](https://huggingface.co/allura-org/L3.1-8b-RP-Ink)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: allura-org/L3.1-8b-RP-Ink
        layer_range: [0, 32]
      - model: NousResearch/DeepHermes-3-Llama-3-8B-Preview
        layer_range: [0, 32]
merge_method: slerp
base_model: NousResearch/DeepHermes-3-Llama-3-8B-Preview
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16
```
# [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__LThreePointOne-8B-HermesInk-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |22.70|
|IFEval (0-Shot)    |40.31|
|BBH (3-Shot)       |31.48|
|MATH Lvl 5 (4-Shot)|17.22|
|GPQA (0-shot)      | 9.73|
|MuSR (0-shot)      |10.02|
|MMLU-PRO (5-shot)  |27.42|