{ "manifest_version": "opencodifier.e1-train/5", "resume": null, "ckpt_every": 100, "loss_mode": "hard-verdict-ce", "base": "/home/mkinney/oc-model-eval/models/hf/Qwen3.5-2B", "data": { "path": "/home/mkinney/oc-model-eval/corpora/merged-v6-full/e1-sft-v1.rows.jsonl", "sha256": "d4aeca494955fa1531ccc3681af0763e6c21a1e7b4e2ff6d02e698033c3331df", "rows": 306999, "train": 304936, "val": 1999, "loud_skipped_over_maxlen_train": 63, "loud_skipped_over_maxlen_val": 1, "soft_bad_slotprobs_train": 0, "soft_bad_slotprobs_val": 0 }, "row_weight": { "field": "", "train_rows": 304936, "train_nonunit": 0, "train_mean": 1.0, "val_nonunit": 0 }, "knobs": { "epochs": 1.0, "lr": 0.0001, "lora_r": 16, "lora_alpha": 32, "lora_dropout": 0.05, "target_modules": [ "q_proj", "k_proj", "v_proj", "o_proj" ], "batch": 2, "accum": 8, "max_len": 2048, "dtype": "fp16", "attn": "sdpa", "warmup": 0.03, "seed": 42, "torch_seeded": true, "val_frac": 0.01, "val_cap": 2000, "val_every": 500, "family_weight": {}, "length_bucket": false, "grad_checkpoint": true, "soft_labels": false, "teacher_temp": 1.0, "stop_weight": 1.0 }, "optimizer": { "name": "AdamW", "weight_decay": 0.01, "betas": [ 0.9, 0.999 ], "eps": 1e-08 }, "versions": { "python": "3.12.15", "torch": "2.14.0+cu130", "transformers": "5.17.0", "peft": "0.21.0" }, "steps": 19058, "final_loss_token_weighted": 0.0648, "tokens_per_second_wall": 44, "peak_memory_bytes": 4989219328, "loss_surface": "verdict tokens only (y=1 segments + EOS)", "val_history": [ { "step": 500, "loss": 0.1197, "tok_acc": 0.952, "entropy": 0.0788, "per_family": { "choice": 0.1605, "noul": 0.0704, "relational_compositional": 0.0171, "score": 0.1543 } }, { "step": 1000, "loss": 0.0912, "tok_acc": 0.9624, "entropy": 0.0972, "per_family": { "choice": 0.1188, "noul": 0.0587, "relational_compositional": 0.0102, "score": 0.1209 } }, { "step": 1500, "loss": 0.0808, "tok_acc": 0.9652, "entropy": 0.0745, "per_family": { "choice": 0.1158, "noul": 0.0652, "relational_compositional": 0.0036, "score": 0.0915 } }, { "step": 2000, "loss": 0.0901, "tok_acc": 0.9644, "entropy": 0.0551, "per_family": { "choice": 0.1182, "noul": 0.0577, "relational_compositional": 0.0098, "score": 0.1189 } }, { "step": 2500, "loss": 0.0716, "tok_acc": 0.9702, "entropy": 0.0695, "per_family": { "choice": 0.1068, "noul": 0.0509, "relational_compositional": 0.0031, "score": 0.0797 } }, { "step": 3000, "loss": 0.0655, "tok_acc": 0.9742, "entropy": 0.0522, "per_family": { "choice": 0.0959, "noul": 0.0372, "relational_compositional": 0.0019, "score": 0.0797 } }, { "step": 3500, "loss": 0.0613, "tok_acc": 0.975, "entropy": 0.0545, "per_family": { "choice": 0.0862, "noul": 0.046, "relational_compositional": 0.0036, "score": 0.0726 } }, { "step": 4000, "loss": 0.0644, "tok_acc": 0.9734, "entropy": 0.0569, "per_family": { "choice": 0.0908, "noul": 0.0462, "relational_compositional": 0.0012, "score": 0.0785 } }, { "step": 4500, "loss": 0.0635, "tok_acc": 0.9759, "entropy": 0.051, "per_family": { "choice": 0.0868, "noul": 0.0527, "relational_compositional": 0.0004, "score": 0.0777 } }, { "step": 5000, "loss": 0.062, "tok_acc": 0.9757, "entropy": 0.051, "per_family": { "choice": 0.085, "noul": 0.0507, "relational_compositional": 0.0022, "score": 0.075 } }, { "step": 5500, "loss": 0.0587, "tok_acc": 0.9768, "entropy": 0.0495, "per_family": { "choice": 0.0811, "noul": 0.0516, "relational_compositional": 0.004, "score": 0.0672 } }, { "step": 6000, "loss": 0.0553, "tok_acc": 0.9784, "entropy": 0.0571, "per_family": { "choice": 0.0778, "noul": 0.0375, "relational_compositional": 0.0013, "score": 0.0685 } }, { "step": 6500, "loss": 0.0554, "tok_acc": 0.979, "entropy": 0.0463, "per_family": { "choice": 0.0808, "noul": 0.0349, "relational_compositional": 0.0005, "score": 0.0671 } }, { "step": 7000, "loss": 0.0563, "tok_acc": 0.977, "entropy": 0.0443, "per_family": { "choice": 0.0804, "noul": 0.0426, "relational_compositional": 0.0083, "score": 0.0621 } }, { "step": 7500, "loss": 0.0506, "tok_acc": 0.9797, "entropy": 0.0564, "per_family": { "choice": 0.0698, "noul": 0.0373, "relational_compositional": 0.0006, "score": 0.0633 } }, { "step": 8000, "loss": 0.0511, "tok_acc": 0.979, "entropy": 0.0506, "per_family": { "choice": 0.0722, "noul": 0.0344, "relational_compositional": 0.0005, "score": 0.0633 } }, { "step": 8500, "loss": 0.0509, "tok_acc": 0.9787, "entropy": 0.0451, "per_family": { "choice": 0.0731, "noul": 0.035, "relational_compositional": 0.0006, "score": 0.0613 } }, { "step": 9000, "loss": 0.051, "tok_acc": 0.9798, "entropy": 0.0456, "per_family": { "choice": 0.0703, "noul": 0.0399, "relational_compositional": 0.0007, "score": 0.0626 } }, { "step": 9500, "loss": 0.0497, "tok_acc": 0.9802, "entropy": 0.0427, "per_family": { "choice": 0.0749, "noul": 0.0319, "relational_compositional": 0.0003, "score": 0.0567 } }, { "step": 10000, "loss": 0.0502, "tok_acc": 0.9799, "entropy": 0.038, "per_family": { "choice": 0.0699, "noul": 0.0339, "relational_compositional": 0.0004, "score": 0.0637 } }, { "step": 10500, "loss": 0.048, "tok_acc": 0.9808, "entropy": 0.0361, "per_family": { "choice": 0.0664, "noul": 0.0295, "relational_compositional": 0.0019, "score": 0.062 } }, { "step": 11000, "loss": 0.0471, "tok_acc": 0.9815, "entropy": 0.0378, "per_family": { "choice": 0.0621, "noul": 0.034, "relational_compositional": 0.0014, "score": 0.0623 } }, { "step": 11500, "loss": 0.0463, "tok_acc": 0.9811, "entropy": 0.037, "per_family": { "choice": 0.0644, "noul": 0.037, "relational_compositional": 0.0009, "score": 0.0558 } }, { "step": 12000, "loss": 0.045, "tok_acc": 0.9821, "entropy": 0.0387, "per_family": { "choice": 0.0621, "noul": 0.0309, "relational_compositional": 0.0007, "score": 0.0572 } }, { "step": 12500, "loss": 0.0466, "tok_acc": 0.9815, "entropy": 0.0341, "per_family": { "choice": 0.0667, "noul": 0.0298, "relational_compositional": 0.0007, "score": 0.0574 } }, { "step": 13000, "loss": 0.0444, "tok_acc": 0.9829, "entropy": 0.037, "per_family": { "choice": 0.0633, "noul": 0.0292, "relational_compositional": 0.0009, "score": 0.0543 } }, { "step": 13500, "loss": 0.0438, "tok_acc": 0.982, "entropy": 0.0383, "per_family": { "choice": 0.0607, "noul": 0.0311, "relational_compositional": 0.0011, "score": 0.0545 } }, { "step": 14000, "loss": 0.042, "tok_acc": 0.9832, "entropy": 0.0357, "per_family": { "choice": 0.0589, "noul": 0.0298, "relational_compositional": 0.0006, "score": 0.0519 } }, { "step": 14500, "loss": 0.0408, "tok_acc": 0.9838, "entropy": 0.0375, "per_family": { "choice": 0.0569, "noul": 0.0309, "relational_compositional": 0.0002, "score": 0.05 } }, { "step": 15000, "loss": 0.0398, "tok_acc": 0.9852, "entropy": 0.0374, "per_family": { "choice": 0.0551, "noul": 0.0297, "relational_compositional": 0.0001, "score": 0.0495 } }, { "step": 15500, "loss": 0.0401, "tok_acc": 0.9848, "entropy": 0.0327, "per_family": { "choice": 0.0542, "noul": 0.0291, "relational_compositional": 0.0003, "score": 0.0518 } }, { "step": 16000, "loss": 0.0385, "tok_acc": 0.9855, "entropy": 0.0356, "per_family": { "choice": 0.0529, "noul": 0.0279, "relational_compositional": 0.0006, "score": 0.0487 } }, { "step": 16500, "loss": 0.0383, "tok_acc": 0.9853, "entropy": 0.035, "per_family": { "choice": 0.0531, "noul": 0.0271, "relational_compositional": 0.0006, "score": 0.0482 } }, { "step": 17000, "loss": 0.0386, "tok_acc": 0.9849, "entropy": 0.0345, "per_family": { "choice": 0.0532, "noul": 0.0279, "relational_compositional": 0.0004, "score": 0.0486 } }, { "step": 17500, "loss": 0.0384, "tok_acc": 0.9848, "entropy": 0.035, "per_family": { "choice": 0.0533, "noul": 0.0282, "relational_compositional": 0.0004, "score": 0.0477 } }, { "step": 18000, "loss": 0.0384, "tok_acc": 0.9848, "entropy": 0.034, "per_family": { "choice": 0.0532, "noul": 0.028, "relational_compositional": 0.0004, "score": 0.0481 } }, { "step": 18500, "loss": 0.0385, "tok_acc": 0.9853, "entropy": 0.0342, "per_family": { "choice": 0.0533, "noul": 0.0281, "relational_compositional": 0.0004, "score": 0.0481 } }, { "step": 19000, "loss": 0.0385, "tok_acc": 0.9853, "entropy": 0.0341, "per_family": { "choice": 0.0533, "noul": 0.028, "relational_compositional": 0.0004, "score": 0.0481 } }, { "step": 19058, "loss": 0.0385, "tok_acc": 0.9853, "entropy": 0.0341, "per_family": { "choice": 0.0533, "noul": 0.0281, "relational_compositional": 0.0004, "score": 0.048 } } ], "best_checkpoint": { "step": 16500, "val_loss": 0.0383 } }