2026-10-17 20:28:00 +00:00
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{
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"model": {
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"d": 32,
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"heads": 4,
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"ff": 64,
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"enc": 1,
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"dec": 1
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},
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"train": {
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"batch": 64,
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"lr": 0.001,
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"warmup": 10,
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"steps": 300,
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"wd": 0.01,
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"betas": [
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0.9,
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0.95
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],
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"amp": "bf16",
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"grad_clip": 1.0,
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"w_mf": 1.0,
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"w_fk": 0.5,
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"w_smooth": 0.05,
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"w_value": 0.1,
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"w_sub": 0.1,
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"p_neq": 0.25,
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"fk_caps": 96,
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"ckpt_min": 1,
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"eval_every": 100,
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"eval_tasks": 16,
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"log_every": 10,
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2026-10-18 15:56:39 +00:00
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"patience_evals": 5,
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"p_neq_warm": 100,
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"fk_tmax": 0.3
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2026-10-17 20:28:00 +00:00
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},
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2026-10-18 06:34:21 +08:00
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"apg": {
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2026-10-18 15:56:39 +00:00
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"batch": 8,
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"lr": 0.0001,
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"steps": 10,
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"grad_clip": 1.0,
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"amp": "bf16",
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"plans": 20,
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"plans_max": 30,
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"seg_plans": 5,
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2026-10-18 06:34:21 +08:00
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"margin_train_mm": 3.0,
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2026-10-18 15:56:39 +00:00
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"w_tgt": 1.0,
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"w_rot": 0.3,
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"w_col": 2.0,
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"w_smooth": 0.02,
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"w_len": 0.001,
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"w_bc": 0.5,
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"cat_weights": {
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"A": 0.4,
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"B": 1.0,
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"C": 1.6,
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"D": 0.6,
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"Dr": 0.6
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},
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"ckpt_min": 10,
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"eval_every": 1000,
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"eval_tasks": 4
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2026-10-18 06:34:21 +08:00
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},
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"_note": "冒烟与自检专用（bash ml/pipeline.sh selftest / smoke）：只验证流程能跑通，数值无意义。apg 段必须有：selftest.sh 第 6 项原先不带 --config，走的是正式 apg.json 的 batch=128，本机实测第一次反向就 OOM；改成正式值 48 也要约 13 GiB，自检不必吃这么多。"
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2026-10-17 20:28:00 +00:00
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}
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