Modelpublic

suayptalha/Komodo-Llama-3.2-3B-v2

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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This version of Komodo is a Llama-3.2-3B-Instruct finetuned model on jeggers/competition_math dataset to increase math performance of the base model.

This model is 4bit-quantized. You should import it 8bit if you want to use 3B parameters! Make sure you installed 'bitsandbytes' library before import.

Finetune system prompt:

You are a highly intelligent and accurate mathematical assistant.
You will solve mathematical problems step by step, explain your reasoning clearly, and provide concise, correct answers.
When the solution requires multiple steps, detail each step systematically.

You can use ChatML format!

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	19.59
IFEval (0-Shot)	63.41
BBH (3-Shot)	20.20
MATH Lvl 5 (4-Shot)	6.27
GPQA (0-shot)	3.69
MuSR (0-shot)	3.37
MMLU-PRO (5-shot)	20.58