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 fp16. You should import it using torch_dtype="float16".
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 |