| | --- |
| | base_model: unsloth/phi-4-mini-reasoning |
| | tags: |
| | - text-generation-inference |
| | - transformers |
| | - unsloth |
| | - phi3 |
| | license: cc-by-nc-3.0 |
| | language: |
| | - en |
| | --- |
| | |
| | # Uploaded finetuned model |
| | - **Developed by:** Harsh Srivastava |
| | - **License:** cc-by-nc-3.0 |
| | - **Finetuned from model :** unsloth/phi-4-mini-reasoning |
| | This phi3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
| |
|
| | [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
| |
|
| | # Phi-4 Mini Reasoning – JEE Mathematics Finetuned Model |
| |
|
| | ## Developer |
| | Harsh Srivastava |
| |
|
| | ## Base Model |
| | unsloth/phi-4-mini-reasoning |
| |
|
| | ## Description |
| | This model is a finetuned version of Phi-4 Mini Reasoning designed for solving |
| | JEE-level mathematics problems. |
| |
|
| | The model is optimized for step-by-step mathematical reasoning and symbolic problem solving. |
| |
|
| | ## Training Dataset |
| |
|
| | Total samples used: 356,532 not that much but above 200k samples trained we are still training it better on various datasets for jee by the help of the keyword filters |
| |
|
| |
|
| | Sources: |
| | - AI-MO/NuminaMath-TIR — 68,850 |
| | - MetaMathQA — 230,808 |
| | - TIGER-Lab MathInstruct — 125,220 |
| | - PhysicsWallahAI JEE Main 2025 (Jan) — 182 |
| | - PhysicsWallahAI JEE Main 2025 (Apr) — 169 |
| | - MMLU High School Mathematics — 78 |
| | - MMLU College Mathematics — 50 |
| | - MMLU Abstract Algebra — 25 |
| |
|
| | ## Training Details |
| | Base model: Phi-4 Mini Reasoning |
| | Framework: Unsloth + HuggingFace TRL |
| | Training method: LoRA finetuning |
| | Sequence length: 2048 |
| | Optimizer: AdamW 8bit |
| |
|
| | ## Purpose |
| | The model is designed for: |
| | - JEE mathematics reasoning |
| | - Step-by-step mathematical explanations |
| | - Competitive exam problem solving |
