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5db3ba4
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Parent(s): 56731b1
Upload checkpoints/step2865113_20260911/serving_candidate.json with huggingface_hub
Browse files
checkpoints/step2865113_20260911/serving_candidate.json
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| 1 |
+
{
|
| 2 |
+
"agillm43_provenance": {
|
| 3 |
+
"batch_size": 56,
|
| 4 |
+
"block_size": 2048,
|
| 5 |
+
"checkpoint_path": "/workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B/pretrain_step02865113_from02852036_20260911T1839Z.pt",
|
| 6 |
+
"checkpoint_type": "full",
|
| 7 |
+
"created_at_iso": "2026-09-11T18:39:12Z",
|
| 8 |
+
"created_at_unix": 1789151952.4425156,
|
| 9 |
+
"created_from_scratch": false,
|
| 10 |
+
"dataset_provenance": {
|
| 11 |
+
"chat": false,
|
| 12 |
+
"dataset_field_text": "text",
|
| 13 |
+
"dataset_hotload_config_path": "/workspace/agillm43_dataset_hotload.json",
|
| 14 |
+
"dataset_hotload_config_sha256": "3f48fe33b475c719d43e14cc4d0867c19e17dfa1d2cb304cd291eea6a879a7c8",
|
| 15 |
+
"dataset_hotload_config_stamp": [
|
| 16 |
+
50,
|
| 17 |
+
1124990893,
|
| 18 |
+
1789091829464680808,
|
| 19 |
+
7210
|
| 20 |
+
],
|
| 21 |
+
"dataset_hotload_config_used": true,
|
| 22 |
+
"dataset_hotload_enabled": true,
|
| 23 |
+
"dataset_hotload_generation": 13,
|
| 24 |
+
"dataset_hotload_schema": "agillm.dataset_hotload.config.v2",
|
| 25 |
+
"dataset_revision_map_sha256": "8361995a504a2365136b20e1a879ba78944a06309f13f3f013bbd0cdfc72225b",
|
| 26 |
+
"dataset_revisions": {
|
| 27 |
+
"EleutherAI/proof-pile-2": "901a9273a770e9d4138c5ddd91802f9c5c6cdc4b",
|
| 28 |
+
"HuggingFaceFW/fineweb": "9bb295ddab0e05d785b879661af7260fed5140fc",
|
| 29 |
+
"HuggingFaceFW/fineweb-edu": "87f09149ef4734204d70ed1d046ddc9ca3f2b8f9",
|
| 30 |
+
"HuggingFaceTB/cosmopedia": "0ae6ec63f91742bd2d1eaef4f02232c55d719385",
|
| 31 |
+
"HuggingFaceTB/finemath": "e92b25a616738fe95dc186b64dfb19f9c8525594",
|
| 32 |
+
"HuggingFaceTB/smollm-corpus": "3ba9d605774198c5868892d7a8deda78031a781f",
|
| 33 |
+
"Skylion007/openwebtext": "79d93d786212f7344586290adb811d4ae6a1762c",
|
| 34 |
+
"allenai/c4": "1588ec454efa1a09f29cd18ddd04fe05fc8653a2",
|
| 35 |
+
"allenai/dolma": "7f48140530a023e9ea4c5cfb141160922727d4d3",
|
| 36 |
+
"allenai/dolmino-mix-1124": "a319f19eef1e257417b11ea8c30da266ae175557",
|
| 37 |
+
"codeparrot/codeparrot-clean": "35a59fb025bc0a102f7d96eac09d145b896d487b",
|
| 38 |
+
"mlfoundations/dclm-baseline-1.0": "a3b142c183aebe5af344955ae20836eb34dcf69b",
|
| 39 |
+
"wikimedia/wikipedia": "b04c8d1ceb2f5cd4588862100d08de323dccfbaa"
|
| 40 |
+
},
|
| 41 |
+
"dolma_payload_integrity": "external_url_manifest_pinned_payload_hashes_unavailable",
|
| 42 |
+
"dolma_url_list_sha256": "bc6ef505be920c94bb9e7147445638f606fdc3f5af622cd1d887dc48e21a2d5b",
|
| 43 |
+
"dolma_url_manifest_raw_sha256": "6fe8c40d51e5bebc9303453d7f533b232d69f7ae122123621a82621b1cd779b7",
|
| 44 |
+
"has_language_mix": true,
|
| 45 |
+
"has_numeracy": false,
|
| 46 |
+
"hot_config_expected_sha256": "",
|
| 47 |
+
"hot_config_has_append": true,
|
| 48 |
+
"hot_config_has_datasets": false,
|
| 49 |
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| 365 |
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"2",
|
| 366 |
+
"--dblock_clean_context_noise_scale",
|
| 367 |
+
"0.0",
|
| 368 |
+
"--dblock_depth_anchor_every",
|
| 369 |
+
"50",
|
| 370 |
+
"--dblock_fullstack_anchor_cap",
|
| 371 |
+
"256",
|
| 372 |
+
"--dblock_fullstack_ar_rows",
|
| 373 |
+
"1",
|
| 374 |
+
"--detachable_50m_upgrade_multimode",
|
| 375 |
+
"--detachable_50m_upgrade_logit_distill",
|
| 376 |
+
"--detachable_50m_upgrade_sat_gate_v2713",
|
| 377 |
+
"--detachable_50m_create_from_legacy",
|
| 378 |
+
"--detachable_50m_seed_from_mature",
|
| 379 |
+
"--detachable_50m_lr",
|
| 380 |
+
"0.0001",
|
| 381 |
+
"--detachable_50m_weight_decay",
|
| 382 |
+
"0.0",
|
| 383 |
+
"--detachable_50m_update_mode",
|
| 384 |
+
"sublayer",
|
| 385 |
+
"--detachable_50m_batch",
|
| 386 |
+
"1",
|
| 387 |
+
"--detachable_50m_tokens",
|
| 388 |
+
"64",
|
| 389 |
+
"--detachable_50m_loss_tokens",
|
| 390 |
+
"64",
|
| 391 |
+
"--detachable_50m_every",
|
| 392 |
+
"1",
|
| 393 |
+
"--detachable_50m_teacher_every",
|
| 394 |
+
"1",
|
| 395 |
+
"--detachable_50m_distill_weight",
|
| 396 |
+
"1.0",
|
| 397 |
+
"--detachable_50m_logit_distill_alpha",
|
| 398 |
+
"0.30",
|
| 399 |
+
"--detachable_50m_logit_distill_temperature",
|
| 400 |
+
"1.0",
|
| 401 |
+
"--detachable_50m_logit_distill_tokens",
|
| 402 |
+
"64",
|
| 403 |
+
"--detachable_50m_hidden_distill_weight",
|
| 404 |
+
"0.0",
|
| 405 |
+
"--detachable_50m_anchor_every",
|
| 406 |
+
"128",
|
| 407 |
+
"--detachable_50m_anchor_tokens",
|
| 408 |
+
"32",
|
| 409 |
+
"--detachable_50m_seed",
|
| 410 |
+
"20260830",
|
| 411 |
+
"--detachable_50m_log_every",
|
| 412 |
+
"10",
|
| 413 |
+
"--detachable_50m_telemetry_keep",
|
| 414 |
+
"128",
|
| 415 |
+
"--weight_accel_mode",
|
| 416 |
+
"off",
|
| 417 |
+
"--weight_accel_dir",
|
| 418 |
+
"/workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/weight_trajectory_accel",
|
| 419 |
+
"--weight_accel_every",
|
| 420 |
+
"1",
|
| 421 |
+
"--weight_accel_train_every",
|
| 422 |
+
"4",
|
| 423 |
+
"--weight_accel_record_every",
|
| 424 |
+
"14",
|
| 425 |
+
"--weight_accel_state_every",
|
| 426 |
+
"256",
|
| 427 |
+
"--detachable_50m",
|
| 428 |
+
"--detachable_50m_optimizer",
|
| 429 |
+
"paged_adamw8bit",
|
| 430 |
+
"--delta_every_steps",
|
| 431 |
+
"0",
|
| 432 |
+
"--delta_every_sec",
|
| 433 |
+
"0",
|
| 434 |
+
"--resume",
|
| 435 |
+
"/workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B/pretrain_step02852036_from02849585_20260911T120900_1789128540505672216_1648411_000002.pt",
|
| 436 |
+
"--save_dir",
|
| 437 |
+
"/workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B",
|
| 438 |
+
"--data_seed",
|
| 439 |
+
"2852078",
|
| 440 |
+
"--batch_size",
|
| 441 |
+
"56",
|
| 442 |
+
"--dblock_blocks",
|
| 443 |
+
"14",
|
| 444 |
+
"--dblock_direct56_enabled",
|
| 445 |
+
"1",
|
| 446 |
+
"--dblock_layers_per_update",
|
| 447 |
+
"0",
|
| 448 |
+
"--dblock_router",
|
| 449 |
+
"shadow",
|
| 450 |
+
"--dblock_router_blend",
|
| 451 |
+
"0.0",
|
| 452 |
+
"--dblock_router_full_anchor_every",
|
| 453 |
+
"128",
|
| 454 |
+
"--dblock_router_train_layer_policy",
|
| 455 |
+
"cyclic",
|
| 456 |
+
"--dblock_router_train_layers_per_update",
|
| 457 |
+
"1",
|
| 458 |
+
"--dblock_sublayer_mode",
|
| 459 |
+
"off",
|
| 460 |
+
"--dblock_target_route_activate_from_checkpoint",
|
| 461 |
+
"1",
|
| 462 |
+
"--dblock_target_route_activation_checkpoint_step",
|
| 463 |
+
"2717509",
|
| 464 |
+
"--dblock_target_route_activation_parent_pointer_sha256",
|
| 465 |
+
"04638cfbc19c0f9db6e6dfa03b2509d50a0bf3c56048a2cbd6e67154bc85c827",
|
| 466 |
+
"--dblock_target_route_offset",
|
| 467 |
+
"1",
|
| 468 |
+
"--dblock_target_route_policy",
|
| 469 |
+
"xor_fold56_v1",
|
| 470 |
+
"--dblock_train_layer_policy",
|
| 471 |
+
"cyclic",
|
| 472 |
+
"--dblock_train_layers_per_update",
|
| 473 |
+
"1",
|
| 474 |
+
"--dblock_train_sublayer_policy",
|
| 475 |
+
"cyclic",
|
| 476 |
+
"--dblock_train_sublayers_per_update",
|
| 477 |
+
"1",
|
| 478 |
+
"--granularity_label",
|
| 479 |
+
"one-sublayer-local-grad-direct56-teacher-v27.16",
|
| 480 |
+
"--oom_known_safe_batch",
|
| 481 |
+
"56",
|
| 482 |
+
"--val_every_sec",
|
| 483 |
+
"600",
|
| 484 |
+
"--val_file",
|
| 485 |
+
"/workspace/agillm43_heldout_v3/token_ids.json",
|
| 486 |
+
"--val_sha256",
|
| 487 |
+
"513b30203ffd18167655deb2d9cd610541df87d1ea0b8a0f9241c58e68703d21"
|
| 488 |
+
],
|
| 489 |
+
"argv_string": "/workspace/agillm44_throughput_80k_20260910/runtime_retain_activations_v2.py train --preset agillm4_floor --block 2048 --source HuggingFaceFW/fineweb-edu:sample-10BT|1.60,HuggingFaceFW/fineweb:CC-MAIN-2024-10|0.50,wikimedia/wikipedia:20231101.en|1.10,allenai/c4:en|0.40,Skylion007/openwebtext|0.35,HuggingFaceTB/cosmopedia:web_samples_v2|1.30,HuggingFaceTB/smollm-corpus:cosmopedia-v2|1.30,EleutherAI/proof-pile-2:all|1.50,allenai/dolma:v1_6-sample|0.50,codeparrot/codeparrot-clean|1.25 --nat_mask_token_id 2 --tie_weights --tie_kv --moe_ffn --moe_experts 2 --moe_top_k 1 --moe_mlp_mult 4 --moe_shared_experts 1 --moe_shared_mlp_mult 2 --moe_aux_coef 0.01 --moe_z_coef 0.001 --amp --grad_checkpoint --attn_backend sdpa --sublinear_window 128 --sublinear_stride 128 --sublinear_max_anchors 128 --sublinear_chunk 128 --sublinear_sinks 4 --sublinear_recent_anchors 64 --no-sublinear_pooled_landmarks --anchor_stride 256 --anchor_max 2048 --anchor_position -1 --alibi_mode corrected --alibi_scale 0.0 --optimizer adamw8bit --weight_decay 0.0 --lr_decay cosine --lr_decay_tokens 49000954880 --lr_min_mult 0.2 --lr_schedule_reset_on_resume --lr_warmup_tokens 10000000 --lr_warmup_min_mult 0.1 --dblock --dblock_schedule roundrobin --dblock_router_ramp_steps 64 --dblock_warmup_steps 14 --dblock_checkpoint_skip_tail 0 --dblock_loop_layers 0 --dblock_loop_start 0 --dblock_loop_cond_scale 1.0 --dblock_sigma_curriculum_steps 2000 --dblock_sigma_sampling lognormal --dblock_sigma_stratified --dblock_sigma_min 0.002 --dblock_sigma_max 2.0 --dblock_sigma_pmean -1.2 --dblock_sigma_pstd 1.2 --dblock_edm_wmax 5.0 --dblock_ar_prob 0.8 --dblock_sat_prob 0.1 --dblock_nat_prob 0.1 --dblock_ar_loss_tokens 8192 --dblock_sat_loss_tokens 4096 --dblock_nat_loss_tokens 4096 --dblock_nat_embed_noise_mode off --dblock_nat_embed_noise_scale 1.0 --nat_loss_weight 1.0 --nat_mask_ratio 0.5 --nat_max_tokens 0 --nat_span_mask_prob 0.35 --nat_suffix_mask_prob 0.20 --nat_span_max_tokens 0 --loss_spike_skip 0.0 --sat_every 1 --nat_every 1 --dblock_fullstack_anchor_spike_skip 0.0 --dblock_fullstack_anchor_max_ce 0.0 --dblock_anchor_softcap_mult 4.0 --dblock_anchor_softcap_min_ce 25.0 --dblock_anchor_softcap_max_ce 50.0 --dblock_fullstack_ar_every 3 --dblock_fullstack_ar_offset 0 --dblock_fullstack_ar_tokens 256 --dblock_fullstack_sat_every 3 --dblock_fullstack_sat_offset 1 --dblock_fullstack_sat_tokens 128 --dblock_fullstack_nat_every 3 --dblock_fullstack_nat_offset 2 --dblock_fullstack_nat_tokens 128 --dblock_fullstack_nat_mask_id -1 --ckpt_codec block-sharded-zstd --async_update_every_steps 0 --dblock_router_hidden 64 --dblock_router_heads 4 --dblock_router_layers 2 --dblock_router_lr 0.0005 --dblock_explore 0.08 --dblock_max_stale_steps 64 --dblock_max_count_skew 1.35 --dblock_stale_bonus 0.35 --dblock_undertrain_bonus 0.25 --dblock_activation_offload_min_mb 1.0 --nat_document_boundary_aware --dblock_fullstack_anchor_deterministic_eval --dblock_fullstack_anchor_spike_retry_limit 3 --dblock_local_spike_retry_limit 3 --dblock_fullstack_nat_no_valid_crop_limit 8 --target_tokens 400000000000 --lr_schedule_reanchor_on_resume --save_every_sec 1800 --delta_max_keep 0 --max_ckpts 2 --disk_free_floor_gb 12.0 --heartbeat_every_sec 30 --dblock_fullstack_ar_weight 1.0 --dblock_fullstack_sat_weight 0.1 --dblock_fullstack_nat_weight 0.1 --dblock_local_aux_warn_ce 0.0 --dblock_local_aux_max_ce 0.0 --lr_schedule_origin_tokens 85002387456 --dblock_stop_after_commits 0 --no-oom_auto_backoff --require_exact_resume_state --dblock_objective_mode committed_9_1_1 --dblock_ar_weight 0.25 --dblock_sat_weight 0.25 --dblock_nat_weight 0.25 --dblock_aux_grad_ratio 0.5 --dblock_min_ar_share 0.8 --lr_core 2e-7 --lr_head 2e-7 --dblock_checkpoint_stride 2 --empty_cache_every_steps 0 --dblock_log_every 25 --cuda_max_reserved_mib 0 --cuda_min_free_mib 0 --repo --repo_retrofit --repo_start_layer 9 --repo_dim 160 --repo_theta 500000.0 --repo_lr 1e-5 --dblock_clean_context e2e --dblock_local_rows 2 --dblock_clean_context_noise_scale 0.0 --dblock_depth_anchor_every 50 --dblock_fullstack_anchor_cap 256 --dblock_fullstack_ar_rows 1 --detachable_50m_upgrade_multimode --detachable_50m_upgrade_logit_distill --detachable_50m_upgrade_sat_gate_v2713 --detachable_50m_create_from_legacy --detachable_50m_seed_from_mature --detachable_50m_lr 0.0001 --detachable_50m_weight_decay 0.0 --detachable_50m_update_mode sublayer --detachable_50m_batch 1 --detachable_50m_tokens 64 --detachable_50m_loss_tokens 64 --detachable_50m_every 1 --detachable_50m_teacher_every 1 --detachable_50m_distill_weight 1.0 --detachable_50m_logit_distill_alpha 0.30 --detachable_50m_logit_distill_temperature 1.0 --detachable_50m_logit_distill_tokens 64 --detachable_50m_hidden_distill_weight 0.0 --detachable_50m_anchor_every 128 --detachable_50m_anchor_tokens 32 --detachable_50m_seed 20260830 --detachable_50m_log_every 10 --detachable_50m_telemetry_keep 128 --weight_accel_mode off --weight_accel_dir /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/weight_trajectory_accel --weight_accel_every 1 --weight_accel_train_every 4 --weight_accel_record_every 14 --weight_accel_state_every 256 --detachable_50m --detachable_50m_optimizer paged_adamw8bit --delta_every_steps 0 --delta_every_sec 0 --resume /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B/pretrain_step02852036_from02849585_20260911T120900_1789128540505672216_1648411_000002.pt --save_dir /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B --data_seed 2852078 --batch_size 56 --dblock_blocks 14 --dblock_direct56_enabled 1 --dblock_layers_per_update 0 --dblock_router shadow --dblock_router_blend 0.0 --dblock_router_full_anchor_every 128 --dblock_router_train_layer_policy cyclic --dblock_router_train_layers_per_update 1 --dblock_sublayer_mode off --dblock_target_route_activate_from_checkpoint 1 --dblock_target_route_activation_checkpoint_step 2717509 --dblock_target_route_activation_parent_pointer_sha256 04638cfbc19c0f9db6e6dfa03b2509d50a0bf3c56048a2cbd6e67154bc85c827 --dblock_target_route_offset 1 --dblock_target_route_policy xor_fold56_v1 --dblock_train_layer_policy cyclic --dblock_train_layers_per_update 1 --dblock_train_sublayer_policy cyclic --dblock_train_sublayers_per_update 1 --granularity_label one-sublayer-local-grad-direct56-teacher-v27.16 --oom_known_safe_batch 56 --val_every_sec 600 --val_file /workspace/agillm43_heldout_v3/token_ids.json --val_sha256 513b30203ffd18167655deb2d9cd610541df87d1ea0b8a0f9241c58e68703d21",
|
| 490 |
+
"cwd": "/workspace/agillm44_throughput_80k_20260910",
|
| 491 |
+
"env": {
|
| 492 |
+
"AGILLM43_DBLOCK_CC_NOISE_SCALE": "0.0",
|
| 493 |
+
"AGILLM43_DBLOCK_CLEAN_CONTEXT": "e2e",
|
| 494 |
+
"AGILLM43_DBLOCK_CLEAN_CONTEXT_NOISE_SCALE": "0.0",
|
| 495 |
+
"AGILLM43_DBLOCK_DEPTH_ANCHOR_EVERY": "50",
|
| 496 |
+
"AGILLM43_DBLOCK_FULLSTACK_ANCHOR_CAP": "256",
|
| 497 |
+
"AGILLM43_DBLOCK_FULLSTACK_AR_ROWS": "1",
|
| 498 |
+
"AGILLM43_DBLOCK_LOCAL_ROWS": "2",
|
| 499 |
+
"AGILLM43_DBLOCK_TARGET_ROUTE_ACTIVATE_FROM_CHECKPOINT": "1",
|
| 500 |
+
"AGILLM43_DBLOCK_TARGET_ROUTE_ACTIVATION_CHECKPOINT_STEP": "2717509",
|
| 501 |
+
"AGILLM43_DBLOCK_TARGET_ROUTE_ACTIVATION_PARENT_POINTER_SHA256": "04638cfbc19c0f9db6e6dfa03b2509d50a0bf3c56048a2cbd6e67154bc85c827",
|
| 502 |
+
"AGILLM43_DBLOCK_TARGET_ROUTE_OFFSET": "1",
|
| 503 |
+
"AGILLM43_DBLOCK_TARGET_ROUTE_POLICY": "xor_fold56_v1",
|
| 504 |
+
"AGILLM43_DECOMPRESS_CACHE": "0",
|
| 505 |
+
"AGILLM43_DETACHABLE50M_ANCHOR_EVERY": "128",
|
| 506 |
+
"AGILLM43_DETACHABLE50M_ANCHOR_TOKENS": "<redacted>",
|
| 507 |
+
"AGILLM43_DETACHABLE50M_BATCH": "1",
|
| 508 |
+
"AGILLM43_DETACHABLE50M_CREATE_FROM_LEGACY": "1",
|
| 509 |
+
"AGILLM43_DETACHABLE50M_DISTILL_WEIGHT": "1.0",
|
| 510 |
+
"AGILLM43_DETACHABLE50M_ENABLED": "1",
|
| 511 |
+
"AGILLM43_DETACHABLE50M_EVERY": "1",
|
| 512 |
+
"AGILLM43_DETACHABLE50M_GATE_V2713_START_CHECKPOINT_SHA256": "39f442fc0e6f9fad6f875e067f63db67f33a41a53e8cbc49ce1591010bb4aec3",
|
| 513 |
+
"AGILLM43_DETACHABLE50M_HIDDEN_DISTILL_WEIGHT": "0.0",
|
| 514 |
+
"AGILLM43_DETACHABLE50M_LOGIT_DISTILL_ALPHA": "0.30",
|
| 515 |
+
"AGILLM43_DETACHABLE50M_LOGIT_DISTILL_TEMPERATURE": "1.0",
|
| 516 |
+
"AGILLM43_DETACHABLE50M_LOGIT_DISTILL_TOKENS": "<redacted>",
|
| 517 |
+
"AGILLM43_DETACHABLE50M_LOG_EVERY": "10",
|
| 518 |
+
"AGILLM43_DETACHABLE50M_LOSS_TOKENS": "<redacted>",
|
| 519 |
+
"AGILLM43_DETACHABLE50M_LR": "0.0001",
|
| 520 |
+
"AGILLM43_DETACHABLE50M_OPTIMIZER": "paged_adamw8bit",
|
| 521 |
+
"AGILLM43_DETACHABLE50M_SEED": "20260830",
|
| 522 |
+
"AGILLM43_DETACHABLE50M_SEED_FROM_MATURE": "1",
|
| 523 |
+
"AGILLM43_DETACHABLE50M_TEACHER_EVERY": "1",
|
| 524 |
+
"AGILLM43_DETACHABLE50M_TELEMETRY_KEEP": "128",
|
| 525 |
+
"AGILLM43_DETACHABLE50M_TOKENS": "<redacted>",
|
| 526 |
+
"AGILLM43_DETACHABLE50M_UPDATE_MODE": "sublayer",
|
| 527 |
+
"AGILLM43_DETACHABLE50M_UPGRADE_LOGIT_DISTILL": "1",
|
| 528 |
+
"AGILLM43_DETACHABLE50M_UPGRADE_MULTIMODE": "1",
|
| 529 |
+
"AGILLM43_DETACHABLE50M_UPGRADE_SAT_GATE_V2713": "1",
|
| 530 |
+
"AGILLM43_DETACHABLE50M_WEIGHT_DECAY": "0.0",
|
| 531 |
+
"AGILLM43_REPO_DIM": "160",
|
| 532 |
+
"AGILLM43_REPO_ENABLED": "1",
|
| 533 |
+
"AGILLM43_REPO_LR": "1e-5",
|
| 534 |
+
"AGILLM43_REPO_RETROFIT": "1",
|
| 535 |
+
"AGILLM43_REPO_START_LAYER": "9",
|
| 536 |
+
"AGILLM43_REPO_THETA": "500000.0",
|
| 537 |
+
"AGILLM43_SEQUENCE_PREFETCH_DEPTH": "256",
|
| 538 |
+
"AGILLM43_SINGLEFILE_PROFILE": "intelligence-v25-satvar-pretrain",
|
| 539 |
+
"AGILLM43_SUPERVISE_SET_ARGS_JSON": "{\"--batch_size\":\"56\",\"--dblock_blocks\":\"14\",\"--dblock_direct56_enabled\":\"1\",\"--dblock_layers_per_update\":\"0\",\"--dblock_router\":\"shadow\",\"--dblock_router_blend\":\"0.0\",\"--dblock_router_full_anchor_every\":\"128\",\"--dblock_router_train_layer_policy\":\"cyclic\",\"--dblock_router_train_layers_per_update\":\"1\",\"--dblock_sublayer_mode\":\"off\",\"--dblock_target_route_activate_from_checkpoint\":\"1\",\"--dblock_target_route_activation_checkpoint_step\":\"2717509\",\"--dblock_target_route_activation_parent_pointer_sha256\":\"04638cfbc19c0f9db6e6dfa03b2509d50a0bf3c56048a2cbd6e67154bc85c827\",\"--dblock_target_route_offset\":\"1\",\"--dblock_target_route_policy\":\"xor_fold56_v1\",\"--dblock_train_layer_policy\":\"cyclic\",\"--dblock_train_layers_per_update\":\"1\",\"--dblock_train_sublayer_policy\":\"cyclic\",\"--dblock_train_sublayers_per_update\":\"1\",\"--granularity_label\":\"one-sublayer-local-grad-direct56-teacher-v27.16\",\"--oom_known_safe_batch\":\"56\",\"--val_every_sec\":\"600\",\"--val_file\":\"/workspace/agillm43_heldout_v3/token_ids.json\",\"--val_sha256\":\"513b30203ffd18167655deb2d9cd610541df87d1ea0b8a0f9241c58e68703d21\"}",
|
| 540 |
+
"AGILLM43_WEIGHT_ACCEL_MODE": "off",
|
| 541 |
+
"AGILLM_DATASETS_STREAMING_READ_MAX_RETRIES": "2",
|
| 542 |
+
"AGILLM_DATASETS_STREAMING_READ_RETRY_INTERVAL": "1",
|
| 543 |
+
"AGILLM_DATASET_AGENT_ROUTER": "0",
|
| 544 |
+
"AGILLM_DATASET_HOTLOAD_CONFIG": "/workspace/agillm43_dataset_hotload.json",
|
| 545 |
+
"AGILLM_DATASET_HOT_RELOAD_CHECK_TOKENS": "<redacted>",
|
| 546 |
+
"AGILLM_DATASET_HOT_RELOAD_SEC": "5",
|
| 547 |
+
"AGILLM_DATASET_NN_ROUTER": "1",
|
| 548 |
+
"AGILLM_DATASET_ROUTER_BLEND": "0.25",
|
| 549 |
+
"AGILLM_DATASET_ROUTER_EXPLORE": "0.03",
|
| 550 |
+
"AGILLM_DATASET_ROUTER_LR": "0.005",
|
| 551 |
+
"AGILLM_DATASET_ROUTER_MIN_SCORE": "0.15",
|
| 552 |
+
"AGILLM_DATASET_ROUTER_SHARPNESS": "2.0",
|
| 553 |
+
"AGILLM_ENABLE_CUPY": "0",
|
| 554 |
+
"AGILLM_HF_HUB_DOWNLOAD_TIMEOUT": "30",
|
| 555 |
+
"AGILLM_HF_TRANSPORT": "geth_hf_relay",
|
| 556 |
+
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"CUDA_MODULE_LOADING": "LAZY",
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"proc_cmdline": "/opt/conda/bin/python -u /workspace/agillm44_throughput_80k_20260910/runtime_retain_activations_v2.py train --preset agillm4_floor --block 2048 --source HuggingFaceFW/fineweb-edu:sample-10BT|1.60,HuggingFaceFW/fineweb:CC-MAIN-2024-10|0.50,wikimedia/wikipedia:20231101.en|1.10,allenai/c4:en|0.40,Skylion007/openwebtext|0.35,HuggingFaceTB/cosmopedia:web_samples_v2|1.30,HuggingFaceTB/smollm-corpus:cosmopedia-v2|1.30,EleutherAI/proof-pile-2:all|1.50,allenai/dolma:v1_6-sample|0.50,codeparrot/codeparrot-clean|1.25 --nat_mask_token_id 2 --tie_weights --tie_kv --moe_ffn --moe_experts 2 --moe_top_k 1 --moe_mlp_mult 4 --moe_shared_experts 1 --moe_shared_mlp_mult 2 --moe_aux_coef 0.01 --moe_z_coef 0.001 --amp --grad_checkpoint --attn_backend sdpa --sublinear_window 128 --sublinear_stride 128 --sublinear_max_anchors 128 --sublinear_chunk 128 --sublinear_sinks 4 --sublinear_recent_anchors 64 --no-sublinear_pooled_landmarks --anchor_stride 256 --anchor_max 2048 --anchor_position -1 --alibi_mode corrected --alibi_scale 0.0 --optimizer adamw8bit --weight_decay 0.0 --lr_decay cosine --lr_decay_tokens 49000954880 --lr_min_mult 0.2 --lr_schedule_reset_on_resume --lr_warmup_tokens 10000000 --lr_warmup_min_mult 0.1 --dblock --dblock_schedule roundrobin --dblock_router_ramp_steps 64 --dblock_warmup_steps 14 --dblock_checkpoint_skip_tail 0 --dblock_loop_layers 0 --dblock_loop_start 0 --dblock_loop_cond_scale 1.0 --dblock_sigma_curriculum_steps 2000 --dblock_sigma_sampling lognormal --dblock_sigma_stratified --dblock_sigma_min 0.002 --dblock_sigma_max 2.0 --dblock_sigma_pmean -1.2 --dblock_sigma_pstd 1.2 --dblock_edm_wmax 5.0 --dblock_ar_prob 0.8 --dblock_sat_prob 0.1 --dblock_nat_prob 0.1 --dblock_ar_loss_tokens 8192 --dblock_sat_loss_tokens 4096 --dblock_nat_loss_tokens 4096 --dblock_nat_embed_noise_mode off --dblock_nat_embed_noise_scale 1.0 --nat_loss_weight 1.0 --nat_mask_ratio 0.5 --nat_max_tokens 0 --nat_span_mask_prob 0.35 --nat_suffix_mask_prob 0.20 --nat_span_max_tokens 0 --loss_spike_skip 0.0 --sat_every 1 --nat_every 1 --dblock_fullstack_anchor_spike_skip 0.0 --dblock_fullstack_anchor_max_ce 0.0 --dblock_anchor_softcap_mult 4.0 --dblock_anchor_softcap_min_ce 25.0 --dblock_anchor_softcap_max_ce 50.0 --dblock_fullstack_ar_every 3 --dblock_fullstack_ar_offset 0 --dblock_fullstack_ar_tokens 256 --dblock_fullstack_sat_every 3 --dblock_fullstack_sat_offset 1 --dblock_fullstack_sat_tokens 128 --dblock_fullstack_nat_every 3 --dblock_fullstack_nat_offset 2 --dblock_fullstack_nat_tokens 128 --dblock_fullstack_nat_mask_id -1 --ckpt_codec block-sharded-zstd --async_update_every_steps 0 --dblock_router_hidden 64 --dblock_router_heads 4 --dblock_router_layers 2 --dblock_router_lr 0.0005 --dblock_explore 0.08 --dblock_max_stale_steps 64 --dblock_max_count_skew 1.35 --dblock_stale_bonus 0.35 --dblock_undertrain_bonus 0.25 --dblock_activation_offload_min_mb 1.0 --nat_document_boundary_aware --dblock_fullstack_anchor_deterministic_eval --dblock_fullstack_anchor_spike_retry_limit 3 --dblock_local_spike_retry_limit 3 --dblock_fullstack_nat_no_valid_crop_limit 8 --target_tokens 400000000000 --lr_schedule_reanchor_on_resume --save_every_sec 1800 --delta_max_keep 0 --max_ckpts 2 --disk_free_floor_gb 12.0 --heartbeat_every_sec 30 --dblock_fullstack_ar_weight 1.0 --dblock_fullstack_sat_weight 0.1 --dblock_fullstack_nat_weight 0.1 --dblock_local_aux_warn_ce 0.0 --dblock_local_aux_max_ce 0.0 --lr_schedule_origin_tokens 85002387456 --dblock_stop_after_commits 0 --no-oom_auto_backoff --require_exact_resume_state --dblock_objective_mode committed_9_1_1 --dblock_ar_weight 0.25 --dblock_sat_weight 0.25 --dblock_nat_weight 0.25 --dblock_aux_grad_ratio 0.5 --dblock_min_ar_share 0.8 --lr_core 2e-7 --lr_head 2e-7 --dblock_checkpoint_stride 2 --empty_cache_every_steps 0 --dblock_log_every 25 --cuda_max_reserved_mib 0 --cuda_min_free_mib 0 --repo --repo_retrofit --repo_start_layer 9 --repo_dim 160 --repo_theta 500000.0 --repo_lr 1e-5 --dblock_clean_context e2e --dblock_local_rows 2 --dblock_clean_context_noise_scale 0.0 --dblock_depth_anchor_every 50 --dblock_fullstack_anchor_cap 256 --dblock_fullstack_ar_rows 1 --detachable_50m_upgrade_multimode --detachable_50m_upgrade_logit_distill --detachable_50m_upgrade_sat_gate_v2713 --detachable_50m_create_from_legacy --detachable_50m_seed_from_mature --detachable_50m_lr 0.0001 --detachable_50m_weight_decay 0.0 --detachable_50m_update_mode sublayer --detachable_50m_batch 1 --detachable_50m_tokens 64 --detachable_50m_loss_tokens 64 --detachable_50m_every 1 --detachable_50m_teacher_every 1 --detachable_50m_distill_weight 1.0 --detachable_50m_logit_distill_alpha 0.30 --detachable_50m_logit_distill_temperature 1.0 --detachable_50m_logit_distill_tokens 64 --detachable_50m_hidden_distill_weight 0.0 --detachable_50m_anchor_every 128 --detachable_50m_anchor_tokens 32 --detachable_50m_seed 20260830 --detachable_50m_log_every 10 --detachable_50m_telemetry_keep 128 --weight_accel_mode off --weight_accel_dir /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/weight_trajectory_accel --weight_accel_every 1 --weight_accel_train_every 4 --weight_accel_record_every 14 --weight_accel_state_every 256 --detachable_50m --detachable_50m_optimizer paged_adamw8bit --delta_every_steps 0 --delta_every_sec 0 --resume /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B/pretrain_step02852036_from02849585_20260911T120900_1789128540505672216_1648411_000002.pt --save_dir /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B --data_seed 2852078 --batch_size 56 --dblock_blocks 14 --dblock_direct56_enabled 1 --dblock_layers_per_update 0 --dblock_router shadow --dblock_router_blend 0.0 --dblock_router_full_anchor_every 128 --dblock_router_train_layer_policy cyclic --dblock_router_train_layers_per_update 1 --dblock_sublayer_mode off --dblock_target_route_activate_from_checkpoint 1 --dblock_target_route_activation_checkpoint_step 2717509 --dblock_target_route_activation_parent_pointer_sha256 04638cfbc19c0f9db6e6dfa03b2509d50a0bf3c56048a2cbd6e67154bc85c827 --dblock_target_route_offset 1 --dblock_target_route_policy xor_fold56_v1 --dblock_train_layer_policy cyclic --dblock_train_layers_per_update 1 --dblock_train_sublayer_policy cyclic --dblock_train_sublayers_per_update 1 --granularity_label one-sublayer-local-grad-direct56-teacher-v27.16 --oom_known_safe_batch 56 --val_every_sec 600 --val_file /workspace/agillm43_heldout_v3/token_ids.json --val_sha256 513b30203ffd18167655deb2d9cd610541df87d1ea0b8a0f9241c58e68703d21",
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--alibi_scale 0.0 --optimizer adamw8bit --weight_decay 0.0 --lr_decay cosine --lr_decay_tokens 49000954880 --lr_min_mult 0.2 --lr_schedule_reset_on_resume --lr_warmup_tokens 10000000 --lr_warmup_min_mult 0.1 --dblock --dblock_schedule roundrobin --dblock_router_ramp_steps 64 --dblock_warmup_steps 14 --dblock_checkpoint_skip_tail 0 --dblock_loop_layers 0 --dblock_loop_start 0 --dblock_loop_cond_scale 1.0 --dblock_sigma_curriculum_steps 2000 --dblock_sigma_sampling lognormal --dblock_sigma_stratified --dblock_sigma_min 0.002 --dblock_sigma_max 2.0 --dblock_sigma_pmean -1.2 --dblock_sigma_pstd 1.2 --dblock_edm_wmax 5.0 --dblock_ar_prob 0.8 --dblock_sat_prob 0.1 --dblock_nat_prob 0.1 --dblock_ar_loss_tokens 8192 --dblock_sat_loss_tokens 4096 --dblock_nat_loss_tokens 4096 --dblock_nat_embed_noise_mode off --dblock_nat_embed_noise_scale 1.0 --nat_loss_weight 1.0 --nat_mask_ratio 0.5 --nat_max_tokens 0 --nat_span_mask_prob 0.35 --nat_suffix_mask_prob 0.20 --nat_span_max_tokens 0 --loss_spike_skip 0.0 --sat_every 1 --nat_every 1 --dblock_fullstack_anchor_spike_skip 0.0 --dblock_fullstack_anchor_max_ce 0.0 --dblock_anchor_softcap_mult 4.0 --dblock_anchor_softcap_min_ce 25.0 --dblock_anchor_softcap_max_ce 50.0 --dblock_fullstack_ar_every 3 --dblock_fullstack_ar_offset 0 --dblock_fullstack_ar_tokens 256 --dblock_fullstack_sat_every 3 --dblock_fullstack_sat_offset 1 --dblock_fullstack_sat_tokens 128 --dblock_fullstack_nat_every 3 --dblock_fullstack_nat_offset 2 --dblock_fullstack_nat_tokens 128 --dblock_fullstack_nat_mask_id -1 --ckpt_codec block-sharded-zstd --async_update_every_steps 0 --dblock_router_hidden 64 --dblock_router_heads 4 --dblock_router_layers 2 --dblock_router_lr 0.0005 --dblock_explore 0.08 --dblock_max_stale_steps 64 --dblock_max_count_skew 1.35 --dblock_stale_bonus 0.35 --dblock_undertrain_bonus 0.25 --dblock_activation_offload_min_mb 1.0 --nat_document_boundary_aware --dblock_fullstack_anchor_deterministic_eval --dblock_fullstack_anchor_spike_retry_limit 3 --dblock_local_spike_retry_limit 3 --dblock_fullstack_nat_no_valid_crop_limit 8 --target_tokens 400000000000 --lr_schedule_reanchor_on_resume --save_every_sec 1800 --delta_max_keep 0 --max_ckpts 2 --disk_free_floor_gb 12.0 --heartbeat_every_sec 30 --dblock_fullstack_ar_weight 1.0 --dblock_fullstack_sat_weight 0.1 --dblock_fullstack_nat_weight 0.1 --dblock_local_aux_warn_ce 0.0 --dblock_local_aux_max_ce 0.0 --lr_schedule_origin_tokens 85002387456 --dblock_stop_after_commits 0 --no-oom_auto_backoff --require_exact_resume_state --dblock_objective_mode committed_9_1_1 --dblock_ar_weight 0.25 --dblock_sat_weight 0.25 --dblock_nat_weight 0.25 --dblock_aux_grad_ratio 0.5 --dblock_min_ar_share 0.8 --lr_core 2e-7 --lr_head 2e-7 --dblock_checkpoint_stride 2 --empty_cache_every_steps 0 --dblock_log_every 25 --cuda_max_reserved_mib 0 --cuda_min_free_mib 0 --repo --repo_retrofit --repo_start_layer 9 --repo_dim 160 --repo_theta 500000.0 --repo_lr 1e-5 --dblock_clean_context e2e --dblock_local_rows 2 --dblock_clean_context_noise_scale 0.0 --dblock_depth_anchor_every 50 --dblock_fullstack_anchor_cap 256 --dblock_fullstack_ar_rows 1 --detachable_50m_upgrade_multimode --detachable_50m_upgrade_logit_distill --detachable_50m_upgrade_sat_gate_v2713 --detachable_50m_create_from_legacy --detachable_50m_seed_from_mature --detachable_50m_lr 0.0001 --detachable_50m_weight_decay 0.0 --detachable_50m_update_mode sublayer --detachable_50m_batch 1 --detachable_50m_tokens 64 --detachable_50m_loss_tokens 64 --detachable_50m_every 1 --detachable_50m_teacher_every 1 --detachable_50m_distill_weight 1.0 --detachable_50m_logit_distill_alpha 0.30 --detachable_50m_logit_distill_temperature 1.0 --detachable_50m_logit_distill_tokens 64 --detachable_50m_hidden_distill_weight 0.0 --detachable_50m_anchor_every 128 --detachable_50m_anchor_tokens 32 --detachable_50m_seed 20260830 --detachable_50m_log_every 10 --detachable_50m_telemetry_keep 128 --weight_accel_mode off --weight_accel_dir /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/weight_trajectory_accel --weight_accel_every 1 --weight_accel_train_every 4 --weight_accel_record_every 14 --weight_accel_state_every 256 --detachable_50m --detachable_50m_optimizer paged_adamw8bit --delta_every_steps 0 --delta_every_sec 0 --resume /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B/pretrain_step02852036_from02849585_20260911T120900_1789128540505672216_1648411_000002.pt --save_dir /workspace/agillm43_production_v14/production_quality_v18_hard_spike_gates/checkpoints_continue400B_from200B --data_seed 2852078 --batch_size 56 --dblock_blocks 14 --dblock_direct56_enabled 1 --dblock_layers_per_update 0 --dblock_router shadow --dblock_router_blend 0.0 --dblock_router_full_anchor_every 128 --dblock_router_train_layer_policy cyclic --dblock_router_train_layers_per_update 1 --dblock_sublayer_mode off 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