README.md

---
language:
- en
license: apache-2.0
library_name: transformers
tags:
- mistral
- merge
- openchat
- 7b
- zephyr
model-index:
- name: MadMix-v0.2
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: AI2 Reasoning Challenge (25-Shot)
      type: ai2_arc
      config: ARC-Challenge
      split: test
      args:
        num_few_shot: 25
    metrics:
    - type: acc_norm
      value: 64.85
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Fredithefish/MadMix-v0.2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: HellaSwag (10-Shot)
      type: hellaswag
      split: validation
      args:
        num_few_shot: 10
    metrics:
    - type: acc_norm
      value: 83.54
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Fredithefish/MadMix-v0.2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU (5-Shot)
      type: cais/mmlu
      config: all
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 64.02
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Fredithefish/MadMix-v0.2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: TruthfulQA (0-shot)
      type: truthful_qa
      config: multiple_choice
      split: validation
      args:
        num_few_shot: 0
    metrics:
    - type: mc2
      value: 55.79
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Fredithefish/MadMix-v0.2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-shot)
      type: winogrande
      config: winogrande_xl
      split: validation
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 77.35
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Fredithefish/MadMix-v0.2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GSM8k (5-shot)
      type: gsm8k
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 30.78
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Fredithefish/MadMix-v0.2
      name: Open LLM Leaderboard
---

<div align="center">
  <img src="https://huggingface.co/Fredithefish/MadMix-v0.1/resolve/main/logo.jpg" alt="Alt Text" width="450"/>

  <h1>🔥 MadMix: Merging the top Seven Billion-Parameter Mistral-Based Open Source Models 🔥</h1>
  This Model is a ties merge between various high-quality open-source models, it was done by using the <a>https://github.com/cg123/mergekit</a> repository.<br>
</div>
<br><br>

# Details
Due to the apache-2 license, the model is fully commercially usable
- **Models included in the merge:**
  - [OpenChat_3.5](https://huggingface.co/openchat/openchat_3.5)
  - [MetaMath 7B](https://huggingface.co/meta-math/MetaMath-Mistral-7B)
  - [Zephyr 7B beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
  - [OpenHermes-2.5](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)
  - [Neural-chat 7b v3.1](https://huggingface.co/Intel/neural-chat-7b-v3-1)
  - [Mistral-7B v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) (serving as the base for the merge)
  

# Evals
(soon...)
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Fredithefish__MadMix-v0.2)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |62.72|
|AI2 Reasoning Challenge (25-Shot)|64.85|
|HellaSwag (10-Shot)              |83.54|
|MMLU (5-Shot)                    |64.02|
|TruthfulQA (0-shot)              |55.79|
|Winogrande (5-shot)              |77.35|
|GSM8k (5-shot)                   |30.78|