OpenCodifier-Decision-2B-v6full / train-manifest.json
aliasfox's picture
OpenCodifier Decision 2B v6full arm (t33p): gated release, PASS x2
2cc9db8 verified
Raw History Blame Contribute Delete
10.1 kB
{
"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
}
}