EpistemeAI_-_Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta-4bits

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Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta - bnb 4bits

• Model creator: https://huggingface.co/EpistemeAI/
• Original model: https://huggingface.co/EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta/

Original model description:

language:

• en widget:
• text: "My name is Julien and I like to" example_title: "Julien"
• text: "My name is Merve and my favorite" example_title: "Merve"

license: apache-2.0 tags:

• text-generation-inference
• transformers
• unsloth
• llama
• trl base_model: EpistemeAI2/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math model-index:
• name: Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta 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: 72.74 name: strict accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta 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: 26.9 name: normalized accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta 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: 13.22 name: exact match source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta 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: 4.03 name: acc_norm source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta 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: 4.28 name: acc_norm source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta 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: 28.26 name: accuracy source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=EpistemeAI/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math-KTO-beta name: Open LLM Leaderboard

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KTO Fine tuning!

A KTO version EpistemeAI2/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math

Uploaded model

• Developed by: EpistemeAI2
• License: apache-2.0
• Finetuned from model : EpistemeAI2/Fireball-Alpaca-Llama3.1.07-8B-Philos-Math

This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.

<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>

Open LLM Leaderboard Evaluation Results

Detailed results can be found here