| # Model Submission Template — WithIn Us AI | |
| ## Model | |
| - Model name (HF): | |
| - Base model: | |
| - Dataset config: codeonly / hyperreason | |
| - Training method: full finetune / LoRA / QLoRA | |
| - Seq length: | |
| - Epochs: | |
| - LR / scheduler: | |
| - Batch size / grad acc: | |
| - Hardware (GPU + VRAM): | |
| ## Results | |
| - HumanEval pass@1: | |
| - HumanEval pass@10 (optional): | |
| - Other evals (MBPP, etc.): | |
| ## Notes | |
| - Any special tricks (packing, chat template, prompt format)? | |
| - Known failure modes? | |