Model Card for Model ID
microsoft/Phi-3-medium-4k-instruct trained with ORPO trainer.
Training Details
Training Data
mlabonne/orpo-dpo-mix-40k is used for finetuning this model.
[More Information Needed]
Training Procedure
Trained with ORPO trainer, and only first 5K rows are used for finetuning (5K out of 40K).
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 26.84 |
| IFEval (0-Shot) | 40.22 |
| BBH (3-Shot) | 46.63 |
| MATH Lvl 5 (4-Shot) | 16.69 |
| GPQA (0-shot) | 7.38 |
| MuSR (0-shot) | 10.53 |
| MMLU-PRO (5-shot) | 39.60 |
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Model tree for BlackBeenie/Neos-Phi-3-14B-v0.1
Dataset used to train BlackBeenie/Neos-Phi-3-14B-v0.1
Evaluation results
- strict accuracy on IFEval (0-Shot)Open LLM Leaderboard40.220
- normalized accuracy on BBH (3-Shot)Open LLM Leaderboard46.630
- exact match on MATH Lvl 5 (4-Shot)Open LLM Leaderboard16.690
- acc_norm on GPQA (0-shot)Open LLM Leaderboard7.380
- acc_norm on MuSR (0-shot)Open LLM Leaderboard10.530
- accuracy on MMLU-PRO (5-shot)test set Open LLM Leaderboard39.600