Replace layer 50 with same_input fp16-block PV (v4)
Browse files- arvq-layer-050-down.safetensors +2 -2
- arvq-layer-050-gateup.safetensors +2 -2
- cold_manifests/layer-050-manifest.json +716 -7
- gates_report.json +2 -2
- pv_layers/layer_050.json +360 -509
arvq-layer-050-down.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0db7300e2bdd5368f871bd572b413ae065affc0cb39bebc63d41c31bc6c82c0
|
| 3 |
+
size 625400572
|
arvq-layer-050-gateup.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0809e1cc8aa230a7b749e89da94a69daf61e53ea24b97b2eb943814d1b8c63dc
|
| 3 |
+
size 1250417404
|
cold_manifests/layer-050-manifest.json
CHANGED
|
@@ -192,11 +192,11 @@
|
|
| 192 |
"files": {
|
| 193 |
"w13": {
|
| 194 |
"file": "arvq-layer-050-gateup.safetensors",
|
| 195 |
-
"sha256": "
|
| 196 |
},
|
| 197 |
"w2": {
|
| 198 |
"file": "arvq-layer-050-down.safetensors",
|
| 199 |
-
"sha256": "
|
| 200 |
}
|
| 201 |
},
|
| 202 |
"per_proj": {
|
|
@@ -428,11 +428,721 @@
|
|
| 428 |
"codebook_scope": "expert"
|
| 429 |
}
|
| 430 |
},
|
| 431 |
-
"format": "
|
| 432 |
-
"
|
| 433 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 434 |
"codebook_scope": "expert",
|
| 435 |
-
"bits": 2.
|
| 436 |
"codebook_sizes": [
|
| 437 |
256,
|
| 438 |
256
|
|
@@ -442,7 +1152,6 @@
|
|
| 442 |
8
|
| 443 |
],
|
| 444 |
"words_per_tile": 64,
|
| 445 |
-
"fit": "initial Hessian fit, no PV",
|
| 446 |
"production_ready": false,
|
| 447 |
"roundtrip": "all expert indices exact; 3 decoded weights/projection exact",
|
| 448 |
"requires_8x8_loader_kernel": true
|
|
|
|
| 192 |
"files": {
|
| 193 |
"w13": {
|
| 194 |
"file": "arvq-layer-050-gateup.safetensors",
|
| 195 |
+
"sha256": "0809e1cc8aa230a7b749e89da94a69daf61e53ea24b97b2eb943814d1b8c63dc"
|
| 196 |
},
|
| 197 |
"w2": {
|
| 198 |
"file": "arvq-layer-050-down.safetensors",
|
| 199 |
+
"sha256": "f0db7300e2bdd5368f871bd572b413ae065affc0cb39bebc63d41c31bc6c82c0"
|
| 200 |
}
|
| 201 |
},
|
| 202 |
"per_proj": {
|
|
|
|
| 428 |
"codebook_scope": "expert"
|
| 429 |
}
|
| 430 |
},
|
| 431 |
+
"format": "rvq256_256x8_expert_fp16block",
|
| 432 |
+
"fit": "sequential same_input-trajectory gradient PV; recipe=full_corpus_sequence_pass_v1; updates=30",
|
| 433 |
+
"pv_report": {
|
| 434 |
+
"layer": 50,
|
| 435 |
+
"target": "same_input",
|
| 436 |
+
"recipe": "full_corpus_sequence_pass_v1",
|
| 437 |
+
"block_scale_dtype": "fp16",
|
| 438 |
+
"residual_scale_shift": 0,
|
| 439 |
+
"batch_tokens": 262144,
|
| 440 |
+
"sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf",
|
| 441 |
+
"training_sequence_count": 14657,
|
| 442 |
+
"training_passes": 0.5240171180844249,
|
| 443 |
+
"training_tokens_seen": 7864320,
|
| 444 |
+
"adaptive_schedule": {
|
| 445 |
+
"best": 0.05778833536756532,
|
| 446 |
+
"drop_after": 20,
|
| 447 |
+
"relative_worsening": 0.001,
|
| 448 |
+
"checks": 3,
|
| 449 |
+
"patience_updates": 10,
|
| 450 |
+
"bad_checks": 3,
|
| 451 |
+
"last_best": 5,
|
| 452 |
+
"early_drop": true
|
| 453 |
+
},
|
| 454 |
+
"refinement": null,
|
| 455 |
+
"lr_decay_after": 25,
|
| 456 |
+
"lr_decay_factor": 0.25,
|
| 457 |
+
"export_only": false,
|
| 458 |
+
"training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed",
|
| 459 |
+
"codebook_lr": 0.048,
|
| 460 |
+
"scale_lr": 0.032,
|
| 461 |
+
"quantized_movement": {
|
| 462 |
+
"codebook_changed": 0,
|
| 463 |
+
"codebook_values": 1531904,
|
| 464 |
+
"scales_changed": 54872873,
|
| 465 |
+
"scale_values": 55148544
|
| 466 |
+
},
|
| 467 |
+
"initial_validation": {
|
| 468 |
+
"target_rel": 0.05952799475482626,
|
| 469 |
+
"reference_rel": 0.2886715169962675,
|
| 470 |
+
"boundary_rel": 0.06053552187958252,
|
| 471 |
+
"bulk_rel": 0.05952738503600409,
|
| 472 |
+
"boundary_rows": 24,
|
| 473 |
+
"windows": [
|
| 474 |
+
{
|
| 475 |
+
"first_row": 8192,
|
| 476 |
+
"rows": 1024,
|
| 477 |
+
"reference_sse": 377500.9375,
|
| 478 |
+
"reference_energy": 5481160.0
|
| 479 |
+
},
|
| 480 |
+
{
|
| 481 |
+
"first_row": 9216,
|
| 482 |
+
"rows": 1024,
|
| 483 |
+
"reference_sse": 387945.75,
|
| 484 |
+
"reference_energy": 4027605.5
|
| 485 |
+
},
|
| 486 |
+
{
|
| 487 |
+
"first_row": 20480,
|
| 488 |
+
"rows": 1024,
|
| 489 |
+
"reference_sse": 357980.8125,
|
| 490 |
+
"reference_energy": 5377015.0
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"first_row": 21504,
|
| 494 |
+
"rows": 1024,
|
| 495 |
+
"reference_sse": 469012.46875,
|
| 496 |
+
"reference_energy": 3596921.0
|
| 497 |
+
},
|
| 498 |
+
{
|
| 499 |
+
"first_row": 32768,
|
| 500 |
+
"rows": 1024,
|
| 501 |
+
"reference_sse": 363596.375,
|
| 502 |
+
"reference_energy": 5529227.0
|
| 503 |
+
},
|
| 504 |
+
{
|
| 505 |
+
"first_row": 33792,
|
| 506 |
+
"rows": 1024,
|
| 507 |
+
"reference_sse": 489836.28125,
|
| 508 |
+
"reference_energy": 3552016.25
|
| 509 |
+
},
|
| 510 |
+
{
|
| 511 |
+
"first_row": 45056,
|
| 512 |
+
"rows": 1024,
|
| 513 |
+
"reference_sse": 452568.9375,
|
| 514 |
+
"reference_energy": 5305110.5
|
| 515 |
+
},
|
| 516 |
+
{
|
| 517 |
+
"first_row": 46080,
|
| 518 |
+
"rows": 1024,
|
| 519 |
+
"reference_sse": 339290.875,
|
| 520 |
+
"reference_energy": 5264097.0
|
| 521 |
+
},
|
| 522 |
+
{
|
| 523 |
+
"first_row": 57344,
|
| 524 |
+
"rows": 1024,
|
| 525 |
+
"reference_sse": 423977.9375,
|
| 526 |
+
"reference_energy": 5425877.0
|
| 527 |
+
},
|
| 528 |
+
{
|
| 529 |
+
"first_row": 58368,
|
| 530 |
+
"rows": 1024,
|
| 531 |
+
"reference_sse": 369208.25,
|
| 532 |
+
"reference_energy": 5471391.0
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"first_row": 69632,
|
| 536 |
+
"rows": 1024,
|
| 537 |
+
"reference_sse": 407708.75,
|
| 538 |
+
"reference_energy": 5174097.5
|
| 539 |
+
},
|
| 540 |
+
{
|
| 541 |
+
"first_row": 70656,
|
| 542 |
+
"rows": 1024,
|
| 543 |
+
"reference_sse": 379915.6875,
|
| 544 |
+
"reference_energy": 4019606.5
|
| 545 |
+
},
|
| 546 |
+
{
|
| 547 |
+
"first_row": 81920,
|
| 548 |
+
"rows": 1024,
|
| 549 |
+
"reference_sse": 412708.21875,
|
| 550 |
+
"reference_energy": 5181645.5
|
| 551 |
+
},
|
| 552 |
+
{
|
| 553 |
+
"first_row": 82944,
|
| 554 |
+
"rows": 1024,
|
| 555 |
+
"reference_sse": 396268.5,
|
| 556 |
+
"reference_energy": 3706959.0
|
| 557 |
+
},
|
| 558 |
+
{
|
| 559 |
+
"first_row": 94208,
|
| 560 |
+
"rows": 1024,
|
| 561 |
+
"reference_sse": 404454.1875,
|
| 562 |
+
"reference_energy": 5084866.5
|
| 563 |
+
},
|
| 564 |
+
{
|
| 565 |
+
"first_row": 95232,
|
| 566 |
+
"rows": 1024,
|
| 567 |
+
"reference_sse": 312219.5625,
|
| 568 |
+
"reference_energy": 3934635.25
|
| 569 |
+
}
|
| 570 |
+
]
|
| 571 |
+
},
|
| 572 |
+
"final_validation": {
|
| 573 |
+
"target_rel": 0.05778833536756532,
|
| 574 |
+
"reference_rel": 0.288782939791787,
|
| 575 |
+
"boundary_rel": 0.06004014174213505,
|
| 576 |
+
"bulk_rel": 0.05778695718733207,
|
| 577 |
+
"boundary_rows": 24,
|
| 578 |
+
"windows": [
|
| 579 |
+
{
|
| 580 |
+
"first_row": 8192,
|
| 581 |
+
"rows": 1024,
|
| 582 |
+
"reference_sse": 377554.5625,
|
| 583 |
+
"reference_energy": 5481160.0
|
| 584 |
+
},
|
| 585 |
+
{
|
| 586 |
+
"first_row": 9216,
|
| 587 |
+
"rows": 1024,
|
| 588 |
+
"reference_sse": 388364.0,
|
| 589 |
+
"reference_energy": 4027605.5
|
| 590 |
+
},
|
| 591 |
+
{
|
| 592 |
+
"first_row": 20480,
|
| 593 |
+
"rows": 1024,
|
| 594 |
+
"reference_sse": 357825.3125,
|
| 595 |
+
"reference_energy": 5377015.0
|
| 596 |
+
},
|
| 597 |
+
{
|
| 598 |
+
"first_row": 21504,
|
| 599 |
+
"rows": 1024,
|
| 600 |
+
"reference_sse": 470251.1875,
|
| 601 |
+
"reference_energy": 3596921.0
|
| 602 |
+
},
|
| 603 |
+
{
|
| 604 |
+
"first_row": 32768,
|
| 605 |
+
"rows": 1024,
|
| 606 |
+
"reference_sse": 363219.1875,
|
| 607 |
+
"reference_energy": 5529227.0
|
| 608 |
+
},
|
| 609 |
+
{
|
| 610 |
+
"first_row": 33792,
|
| 611 |
+
"rows": 1024,
|
| 612 |
+
"reference_sse": 490258.0,
|
| 613 |
+
"reference_energy": 3552016.25
|
| 614 |
+
},
|
| 615 |
+
{
|
| 616 |
+
"first_row": 45056,
|
| 617 |
+
"rows": 1024,
|
| 618 |
+
"reference_sse": 452924.03125,
|
| 619 |
+
"reference_energy": 5305110.5
|
| 620 |
+
},
|
| 621 |
+
{
|
| 622 |
+
"first_row": 46080,
|
| 623 |
+
"rows": 1024,
|
| 624 |
+
"reference_sse": 339264.21875,
|
| 625 |
+
"reference_energy": 5264097.0
|
| 626 |
+
},
|
| 627 |
+
{
|
| 628 |
+
"first_row": 57344,
|
| 629 |
+
"rows": 1024,
|
| 630 |
+
"reference_sse": 423961.375,
|
| 631 |
+
"reference_energy": 5425877.0
|
| 632 |
+
},
|
| 633 |
+
{
|
| 634 |
+
"first_row": 58368,
|
| 635 |
+
"rows": 1024,
|
| 636 |
+
"reference_sse": 369528.125,
|
| 637 |
+
"reference_energy": 5471391.0
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"first_row": 69632,
|
| 641 |
+
"rows": 1024,
|
| 642 |
+
"reference_sse": 408655.0625,
|
| 643 |
+
"reference_energy": 5174097.5
|
| 644 |
+
},
|
| 645 |
+
{
|
| 646 |
+
"first_row": 70656,
|
| 647 |
+
"rows": 1024,
|
| 648 |
+
"reference_sse": 380185.1875,
|
| 649 |
+
"reference_energy": 4019606.5
|
| 650 |
+
},
|
| 651 |
+
{
|
| 652 |
+
"first_row": 81920,
|
| 653 |
+
"rows": 1024,
|
| 654 |
+
"reference_sse": 413506.0625,
|
| 655 |
+
"reference_energy": 5181645.5
|
| 656 |
+
},
|
| 657 |
+
{
|
| 658 |
+
"first_row": 82944,
|
| 659 |
+
"rows": 1024,
|
| 660 |
+
"reference_sse": 396733.5625,
|
| 661 |
+
"reference_energy": 3706959.0
|
| 662 |
+
},
|
| 663 |
+
{
|
| 664 |
+
"first_row": 94208,
|
| 665 |
+
"rows": 1024,
|
| 666 |
+
"reference_sse": 404909.875,
|
| 667 |
+
"reference_energy": 5084866.5
|
| 668 |
+
},
|
| 669 |
+
{
|
| 670 |
+
"first_row": 95232,
|
| 671 |
+
"rows": 1024,
|
| 672 |
+
"reference_sse": 311952.25,
|
| 673 |
+
"reference_energy": 3934635.25
|
| 674 |
+
}
|
| 675 |
+
]
|
| 676 |
+
},
|
| 677 |
+
"initial_reasoning_validation": null,
|
| 678 |
+
"final_reasoning_validation": null,
|
| 679 |
+
"validation_distribution": "reasoning only",
|
| 680 |
+
"serialized_validation": {
|
| 681 |
+
"target_rel": 0.05778833536756532,
|
| 682 |
+
"reference_rel": 0.288782939791787
|
| 683 |
+
},
|
| 684 |
+
"development_audit": {
|
| 685 |
+
"target_rel": 0.0823305368165386,
|
| 686 |
+
"reference_rel": 0.3836834328737799,
|
| 687 |
+
"boundary_rel": 0.04959890906035723,
|
| 688 |
+
"bulk_rel": 0.08233744061107284,
|
| 689 |
+
"boundary_rows": 10,
|
| 690 |
+
"windows": [
|
| 691 |
+
{
|
| 692 |
+
"first_row": 10240,
|
| 693 |
+
"rows": 1024,
|
| 694 |
+
"reference_sse": 536953.625,
|
| 695 |
+
"reference_energy": 5000232.0
|
| 696 |
+
},
|
| 697 |
+
{
|
| 698 |
+
"first_row": 11264,
|
| 699 |
+
"rows": 1024,
|
| 700 |
+
"reference_sse": 725812.75,
|
| 701 |
+
"reference_energy": 5122231.0
|
| 702 |
+
},
|
| 703 |
+
{
|
| 704 |
+
"first_row": 22528,
|
| 705 |
+
"rows": 1024,
|
| 706 |
+
"reference_sse": 724713.75,
|
| 707 |
+
"reference_energy": 3814009.0
|
| 708 |
+
},
|
| 709 |
+
{
|
| 710 |
+
"first_row": 23552,
|
| 711 |
+
"rows": 1024,
|
| 712 |
+
"reference_sse": 696549.875,
|
| 713 |
+
"reference_energy": 3507857.5
|
| 714 |
+
},
|
| 715 |
+
{
|
| 716 |
+
"first_row": 34816,
|
| 717 |
+
"rows": 1024,
|
| 718 |
+
"reference_sse": 548198.375,
|
| 719 |
+
"reference_energy": 5784798.0
|
| 720 |
+
},
|
| 721 |
+
{
|
| 722 |
+
"first_row": 35840,
|
| 723 |
+
"rows": 1024,
|
| 724 |
+
"reference_sse": 529754.1875,
|
| 725 |
+
"reference_energy": 5601385.0
|
| 726 |
+
},
|
| 727 |
+
{
|
| 728 |
+
"first_row": 47104,
|
| 729 |
+
"rows": 1024,
|
| 730 |
+
"reference_sse": 538454.0,
|
| 731 |
+
"reference_energy": 3927312.0
|
| 732 |
+
},
|
| 733 |
+
{
|
| 734 |
+
"first_row": 48128,
|
| 735 |
+
"rows": 1024,
|
| 736 |
+
"reference_sse": 772163.125,
|
| 737 |
+
"reference_energy": 3489552.0
|
| 738 |
+
},
|
| 739 |
+
{
|
| 740 |
+
"first_row": 59392,
|
| 741 |
+
"rows": 1024,
|
| 742 |
+
"reference_sse": 618861.625,
|
| 743 |
+
"reference_energy": 4995620.0
|
| 744 |
+
},
|
| 745 |
+
{
|
| 746 |
+
"first_row": 60416,
|
| 747 |
+
"rows": 1024,
|
| 748 |
+
"reference_sse": 671712.875,
|
| 749 |
+
"reference_energy": 5080161.0
|
| 750 |
+
},
|
| 751 |
+
{
|
| 752 |
+
"first_row": 71680,
|
| 753 |
+
"rows": 1024,
|
| 754 |
+
"reference_sse": 583052.25,
|
| 755 |
+
"reference_energy": 5355565.5
|
| 756 |
+
},
|
| 757 |
+
{
|
| 758 |
+
"first_row": 72704,
|
| 759 |
+
"rows": 1024,
|
| 760 |
+
"reference_sse": 785964.375,
|
| 761 |
+
"reference_energy": 5264520.0
|
| 762 |
+
},
|
| 763 |
+
{
|
| 764 |
+
"first_row": 83968,
|
| 765 |
+
"rows": 1024,
|
| 766 |
+
"reference_sse": 738652.0625,
|
| 767 |
+
"reference_energy": 4897712.0
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"first_row": 84992,
|
| 771 |
+
"rows": 1024,
|
| 772 |
+
"reference_sse": 912351.75,
|
| 773 |
+
"reference_energy": 3465363.5
|
| 774 |
+
},
|
| 775 |
+
{
|
| 776 |
+
"first_row": 96256,
|
| 777 |
+
"rows": 1024,
|
| 778 |
+
"reference_sse": 774771.25,
|
| 779 |
+
"reference_energy": 3349918.0
|
| 780 |
+
},
|
| 781 |
+
{
|
| 782 |
+
"first_row": 97280,
|
| 783 |
+
"rows": 1024,
|
| 784 |
+
"reference_sse": 724284.625,
|
| 785 |
+
"reference_energy": 5265579.0
|
| 786 |
+
}
|
| 787 |
+
]
|
| 788 |
+
},
|
| 789 |
+
"initial_development_audit": {
|
| 790 |
+
"target_rel": 0.08309702030500395,
|
| 791 |
+
"reference_rel": 0.38360804554602346,
|
| 792 |
+
"boundary_rel": 0.04975211576877874,
|
| 793 |
+
"bulk_rel": 0.08310403819399849,
|
| 794 |
+
"boundary_rows": 10,
|
| 795 |
+
"windows": [
|
| 796 |
+
{
|
| 797 |
+
"first_row": 10240,
|
| 798 |
+
"rows": 1024,
|
| 799 |
+
"reference_sse": 537030.375,
|
| 800 |
+
"reference_energy": 5000232.0
|
| 801 |
+
},
|
| 802 |
+
{
|
| 803 |
+
"first_row": 11264,
|
| 804 |
+
"rows": 1024,
|
| 805 |
+
"reference_sse": 725427.625,
|
| 806 |
+
"reference_energy": 5122231.0
|
| 807 |
+
},
|
| 808 |
+
{
|
| 809 |
+
"first_row": 22528,
|
| 810 |
+
"rows": 1024,
|
| 811 |
+
"reference_sse": 724647.5,
|
| 812 |
+
"reference_energy": 3814009.0
|
| 813 |
+
},
|
| 814 |
+
{
|
| 815 |
+
"first_row": 23552,
|
| 816 |
+
"rows": 1024,
|
| 817 |
+
"reference_sse": 696221.4375,
|
| 818 |
+
"reference_energy": 3507857.5
|
| 819 |
+
},
|
| 820 |
+
{
|
| 821 |
+
"first_row": 34816,
|
| 822 |
+
"rows": 1024,
|
| 823 |
+
"reference_sse": 548573.5,
|
| 824 |
+
"reference_energy": 5784798.0
|
| 825 |
+
},
|
| 826 |
+
{
|
| 827 |
+
"first_row": 35840,
|
| 828 |
+
"rows": 1024,
|
| 829 |
+
"reference_sse": 530079.0,
|
| 830 |
+
"reference_energy": 5601385.0
|
| 831 |
+
},
|
| 832 |
+
{
|
| 833 |
+
"first_row": 47104,
|
| 834 |
+
"rows": 1024,
|
| 835 |
+
"reference_sse": 538955.3125,
|
| 836 |
+
"reference_energy": 3927312.0
|
| 837 |
+
},
|
| 838 |
+
{
|
| 839 |
+
"first_row": 48128,
|
| 840 |
+
"rows": 1024,
|
| 841 |
+
"reference_sse": 771553.375,
|
| 842 |
+
"reference_energy": 3489552.0
|
| 843 |
+
},
|
| 844 |
+
{
|
| 845 |
+
"first_row": 59392,
|
| 846 |
+
"rows": 1024,
|
| 847 |
+
"reference_sse": 618542.375,
|
| 848 |
+
"reference_energy": 4995620.0
|
| 849 |
+
},
|
| 850 |
+
{
|
| 851 |
+
"first_row": 60416,
|
| 852 |
+
"rows": 1024,
|
| 853 |
+
"reference_sse": 671054.375,
|
| 854 |
+
"reference_energy": 5080161.0
|
| 855 |
+
},
|
| 856 |
+
{
|
| 857 |
+
"first_row": 71680,
|
| 858 |
+
"rows": 1024,
|
| 859 |
+
"reference_sse": 583137.5,
|
| 860 |
+
"reference_energy": 5355565.5
|
| 861 |
+
},
|
| 862 |
+
{
|
| 863 |
+
"first_row": 72704,
|
| 864 |
+
"rows": 1024,
|
| 865 |
+
"reference_sse": 785676.25,
|
| 866 |
+
"reference_energy": 5264520.0
|
| 867 |
+
},
|
| 868 |
+
{
|
| 869 |
+
"first_row": 83968,
|
| 870 |
+
"rows": 1024,
|
| 871 |
+
"reference_sse": 737998.5,
|
| 872 |
+
"reference_energy": 4897712.0
|
| 873 |
+
},
|
| 874 |
+
{
|
| 875 |
+
"first_row": 84992,
|
| 876 |
+
"rows": 1024,
|
| 877 |
+
"reference_sse": 910891.25,
|
| 878 |
+
"reference_energy": 3465363.5
|
| 879 |
+
},
|
| 880 |
+
{
|
| 881 |
+
"first_row": 96256,
|
| 882 |
+
"rows": 1024,
|
| 883 |
+
"reference_sse": 773859.75,
|
| 884 |
+
"reference_energy": 3349918.0
|
| 885 |
+
},
|
| 886 |
+
{
|
| 887 |
+
"first_row": 97280,
|
| 888 |
+
"rows": 1024,
|
| 889 |
+
"reference_sse": 724326.4375,
|
| 890 |
+
"reference_energy": 5265579.0
|
| 891 |
+
}
|
| 892 |
+
]
|
| 893 |
+
},
|
| 894 |
+
"best_step": 5,
|
| 895 |
+
"steps_run": 30,
|
| 896 |
+
"history": [
|
| 897 |
+
{
|
| 898 |
+
"step": 5,
|
| 899 |
+
"validation": {
|
| 900 |
+
"target_rel": 0.05778833536756532,
|
| 901 |
+
"reference_rel": 0.288782939791787,
|
| 902 |
+
"boundary_rel": 0.06004014174213505,
|
| 903 |
+
"bulk_rel": 0.05778695718733207,
|
| 904 |
+
"boundary_rows": 24
|
| 905 |
+
},
|
| 906 |
+
"reasoning_validation": null,
|
| 907 |
+
"training_probe_rel": 0.5888443592997664,
|
| 908 |
+
"batch_loss": 0.3800623044371605,
|
| 909 |
+
"best_step": 5,
|
| 910 |
+
"overfit_checks": 0,
|
| 911 |
+
"seconds": 59.56639838218689,
|
| 912 |
+
"adaptive_schedule": {
|
| 913 |
+
"best": 0.05778833536756532,
|
| 914 |
+
"drop_after": 25,
|
| 915 |
+
"relative_worsening": 0.001,
|
| 916 |
+
"checks": 3,
|
| 917 |
+
"patience_updates": 10,
|
| 918 |
+
"bad_checks": 0,
|
| 919 |
+
"last_best": 5,
|
| 920 |
+
"early_drop": false
|
| 921 |
+
},
|
| 922 |
+
"adaptive_stop": false,
|
| 923 |
+
"quantized_movement": {
|
| 924 |
+
"codebook_changed": 0,
|
| 925 |
+
"codebook_values": 1531904,
|
| 926 |
+
"scales_changed": 54872873,
|
| 927 |
+
"scale_values": 55148544
|
| 928 |
+
}
|
| 929 |
+
},
|
| 930 |
+
{
|
| 931 |
+
"step": 10,
|
| 932 |
+
"validation": {
|
| 933 |
+
"target_rel": 0.059328258706007365,
|
| 934 |
+
"reference_rel": 0.2886027152211199,
|
| 935 |
+
"boundary_rel": 0.06107108483061482,
|
| 936 |
+
"bulk_rel": 0.05932719751276487,
|
| 937 |
+
"boundary_rows": 24
|
| 938 |
+
},
|
| 939 |
+
"reasoning_validation": null,
|
| 940 |
+
"training_probe_rel": 0.6198932593473555,
|
| 941 |
+
"batch_loss": 0.38121479749679565,
|
| 942 |
+
"best_step": 5,
|
| 943 |
+
"overfit_checks": 0,
|
| 944 |
+
"seconds": 134.18823862075806,
|
| 945 |
+
"adaptive_schedule": {
|
| 946 |
+
"best": 0.05778833536756532,
|
| 947 |
+
"drop_after": 25,
|
| 948 |
+
"relative_worsening": 0.001,
|
| 949 |
+
"checks": 3,
|
| 950 |
+
"patience_updates": 10,
|
| 951 |
+
"bad_checks": 1,
|
| 952 |
+
"last_best": 5,
|
| 953 |
+
"early_drop": false
|
| 954 |
+
},
|
| 955 |
+
"adaptive_stop": false,
|
| 956 |
+
"quantized_movement": {
|
| 957 |
+
"codebook_changed": 73323,
|
| 958 |
+
"codebook_values": 1531904,
|
| 959 |
+
"scales_changed": 54946787,
|
| 960 |
+
"scale_values": 55148544
|
| 961 |
+
}
|
| 962 |
+
},
|
| 963 |
+
{
|
| 964 |
+
"step": 15,
|
| 965 |
+
"validation": {
|
| 966 |
+
"target_rel": 0.05889956183482896,
|
| 967 |
+
"reference_rel": 0.288800055532068,
|
| 968 |
+
"boundary_rel": 0.060831412388715575,
|
| 969 |
+
"bulk_rel": 0.0588983831224008,
|
| 970 |
+
"boundary_rows": 24
|
| 971 |
+
},
|
| 972 |
+
"reasoning_validation": null,
|
| 973 |
+
"training_probe_rel": 0.6062100770395942,
|
| 974 |
+
"batch_loss": 0.36094021797180176,
|
| 975 |
+
"best_step": 5,
|
| 976 |
+
"overfit_checks": 0,
|
| 977 |
+
"seconds": 185.5208294391632,
|
| 978 |
+
"adaptive_schedule": {
|
| 979 |
+
"best": 0.05778833536756532,
|
| 980 |
+
"drop_after": 25,
|
| 981 |
+
"relative_worsening": 0.001,
|
| 982 |
+
"checks": 3,
|
| 983 |
+
"patience_updates": 10,
|
| 984 |
+
"bad_checks": 2,
|
| 985 |
+
"last_best": 5,
|
| 986 |
+
"early_drop": false
|
| 987 |
+
},
|
| 988 |
+
"adaptive_stop": false,
|
| 989 |
+
"quantized_movement": {
|
| 990 |
+
"codebook_changed": 50909,
|
| 991 |
+
"codebook_values": 1531904,
|
| 992 |
+
"scales_changed": 54978368,
|
| 993 |
+
"scale_values": 55148544
|
| 994 |
+
}
|
| 995 |
+
},
|
| 996 |
+
{
|
| 997 |
+
"step": 20,
|
| 998 |
+
"validation": {
|
| 999 |
+
"target_rel": 0.058656203739049936,
|
| 1000 |
+
"reference_rel": 0.28877347325161523,
|
| 1001 |
+
"boundary_rel": 0.06094156461395083,
|
| 1002 |
+
"bulk_rel": 0.05865480483057136,
|
| 1003 |
+
"boundary_rows": 24
|
| 1004 |
+
},
|
| 1005 |
+
"reasoning_validation": null,
|
| 1006 |
+
"training_probe_rel": 0.6069248065571095,
|
| 1007 |
+
"batch_loss": 0.38629335910081863,
|
| 1008 |
+
"best_step": 5,
|
| 1009 |
+
"overfit_checks": 0,
|
| 1010 |
+
"seconds": 262.88062620162964,
|
| 1011 |
+
"adaptive_schedule": {
|
| 1012 |
+
"best": 0.05778833536756532,
|
| 1013 |
+
"drop_after": 20,
|
| 1014 |
+
"relative_worsening": 0.001,
|
| 1015 |
+
"checks": 3,
|
| 1016 |
+
"patience_updates": 10,
|
| 1017 |
+
"bad_checks": 3,
|
| 1018 |
+
"last_best": 5,
|
| 1019 |
+
"early_drop": true
|
| 1020 |
+
},
|
| 1021 |
+
"adaptive_stop": false,
|
| 1022 |
+
"quantized_movement": {
|
| 1023 |
+
"codebook_changed": 48052,
|
| 1024 |
+
"codebook_values": 1531904,
|
| 1025 |
+
"scales_changed": 54994769,
|
| 1026 |
+
"scale_values": 55148544
|
| 1027 |
+
}
|
| 1028 |
+
},
|
| 1029 |
+
{
|
| 1030 |
+
"step": 25,
|
| 1031 |
+
"validation": {
|
| 1032 |
+
"target_rel": 0.05804039071958045,
|
| 1033 |
+
"reference_rel": 0.28860975820009654,
|
| 1034 |
+
"boundary_rel": 0.060259552198486735,
|
| 1035 |
+
"bulk_rel": 0.058039033467447314,
|
| 1036 |
+
"boundary_rows": 24
|
| 1037 |
+
},
|
| 1038 |
+
"reasoning_validation": null,
|
| 1039 |
+
"training_probe_rel": 0.5985147335280951,
|
| 1040 |
+
"batch_loss": 0.40148255974054337,
|
| 1041 |
+
"best_step": 5,
|
| 1042 |
+
"overfit_checks": 0,
|
| 1043 |
+
"seconds": 320.70017099380493,
|
| 1044 |
+
"adaptive_schedule": {
|
| 1045 |
+
"best": 0.05778833536756532,
|
| 1046 |
+
"drop_after": 20,
|
| 1047 |
+
"relative_worsening": 0.001,
|
| 1048 |
+
"checks": 3,
|
| 1049 |
+
"patience_updates": 10,
|
| 1050 |
+
"bad_checks": 3,
|
| 1051 |
+
"last_best": 5,
|
| 1052 |
+
"early_drop": true
|
| 1053 |
+
},
|
| 1054 |
+
"adaptive_stop": false,
|
| 1055 |
+
"quantized_movement": {
|
| 1056 |
+
"codebook_changed": 25077,
|
| 1057 |
+
"codebook_values": 1531904,
|
| 1058 |
+
"scales_changed": 54996254,
|
| 1059 |
+
"scale_values": 55148544
|
| 1060 |
+
}
|
| 1061 |
+
},
|
| 1062 |
+
{
|
| 1063 |
+
"step": 30,
|
| 1064 |
+
"validation": {
|
| 1065 |
+
"target_rel": 0.05815247049357787,
|
| 1066 |
+
"reference_rel": 0.2887045962503398,
|
| 1067 |
+
"boundary_rel": 0.06045732397861451,
|
| 1068 |
+
"bulk_rel": 0.05815105960932423,
|
| 1069 |
+
"boundary_rows": 24
|
| 1070 |
+
},
|
| 1071 |
+
"reasoning_validation": null,
|
| 1072 |
+
"training_probe_rel": 0.5990955641456852,
|
| 1073 |
+
"batch_loss": 0.3680315911769867,
|
| 1074 |
+
"best_step": 5,
|
| 1075 |
+
"overfit_checks": 0,
|
| 1076 |
+
"seconds": 395.64608907699585,
|
| 1077 |
+
"adaptive_schedule": {
|
| 1078 |
+
"best": 0.05778833536756532,
|
| 1079 |
+
"drop_after": 20,
|
| 1080 |
+
"relative_worsening": 0.001,
|
| 1081 |
+
"checks": 3,
|
| 1082 |
+
"patience_updates": 10,
|
| 1083 |
+
"bad_checks": 3,
|
| 1084 |
+
"last_best": 5,
|
| 1085 |
+
"early_drop": true
|
| 1086 |
+
},
|
| 1087 |
+
"adaptive_stop": true,
|
| 1088 |
+
"quantized_movement": {
|
| 1089 |
+
"codebook_changed": 32292,
|
| 1090 |
+
"codebook_values": 1531904,
|
| 1091 |
+
"scales_changed": 54997262,
|
| 1092 |
+
"scale_values": 55148544
|
| 1093 |
+
}
|
| 1094 |
+
}
|
| 1095 |
+
],
|
| 1096 |
+
"index_reassignments": [
|
| 1097 |
+
{
|
| 1098 |
+
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 1099 |
+
"proposals": 358,
|
| 1100 |
+
"accepted": 303,
|
| 1101 |
+
"changed_groups": 379026,
|
| 1102 |
+
"training_before": 99170.78125,
|
| 1103 |
+
"training_after": 97428.953125,
|
| 1104 |
+
"acceptance": "proposal and separate training check batches",
|
| 1105 |
+
"step": 10
|
| 1106 |
+
},
|
| 1107 |
+
{
|
| 1108 |
+
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 1109 |
+
"proposals": 362,
|
| 1110 |
+
"accepted": 301,
|
| 1111 |
+
"changed_groups": 356648,
|
| 1112 |
+
"training_before": 98626.8515625,
|
| 1113 |
+
"training_after": 96533.984375,
|
| 1114 |
+
"acceptance": "proposal and separate training check batches",
|
| 1115 |
+
"step": 20
|
| 1116 |
+
},
|
| 1117 |
+
{
|
| 1118 |
+
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 1119 |
+
"proposals": 356,
|
| 1120 |
+
"accepted": 300,
|
| 1121 |
+
"changed_groups": 345946,
|
| 1122 |
+
"training_before": 95680.703125,
|
| 1123 |
+
"training_after": 94150.671875,
|
| 1124 |
+
"acceptance": "proposal and separate training check batches",
|
| 1125 |
+
"step": 30
|
| 1126 |
+
}
|
| 1127 |
+
],
|
| 1128 |
+
"coverage_threshold": 256,
|
| 1129 |
+
"checkpoint_selection": "held-out original reference trajectory for both arms",
|
| 1130 |
+
"world_size": 8,
|
| 1131 |
+
"microbatch": 65536,
|
| 1132 |
+
"proposal_communication": "sparse routed rows",
|
| 1133 |
+
"parallelism": "expert-sharded coupled output",
|
| 1134 |
+
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
|
| 1135 |
+
"scope": "text-only, cached prompt partitions; historical audit is development only",
|
| 1136 |
+
"train_rows": 15007754,
|
| 1137 |
+
"validation_rows": 16384,
|
| 1138 |
+
"audit_rows": 16384,
|
| 1139 |
+
"complete": true
|
| 1140 |
+
},
|
| 1141 |
+
"version": 4,
|
| 1142 |
+
"residual_scale_shift": 0,
|
| 1143 |
+
"block_scale_dtype": "float16",
|
| 1144 |
"codebook_scope": "expert",
|
| 1145 |
+
"bits": 2.125,
|
| 1146 |
"codebook_sizes": [
|
| 1147 |
256,
|
| 1148 |
256
|
|
|
|
| 1152 |
8
|
| 1153 |
],
|
| 1154 |
"words_per_tile": 64,
|
|
|
|
| 1155 |
"production_ready": false,
|
| 1156 |
"roundtrip": "all expert indices exact; 3 decoded weights/projection exact",
|
| 1157 |
"requires_8x8_loader_kernel": true
|
gates_report.json
CHANGED
|
@@ -222,8 +222,8 @@
|
|
| 222 |
"arvq-layer-034-down.safetensors": "e308fb5ed117342c5f9544172102c348b8cd3e42df47f66cca187ca9173e376f",
|
| 223 |
"arvq-layer-042-gateup.safetensors": "5677b50d834b9580a0f8ede547b5c49b8c4d610858a02010da0fc59e650ae5e8",
|
| 224 |
"arvq-layer-042-down.safetensors": "4389a06129040015ed47b2b769fa06d40706920be22e434a6ab8caf01122bc2d",
|
| 225 |
-
"arvq-layer-050-gateup.safetensors": "
|
| 226 |
-
"arvq-layer-050-down.safetensors": "
|
| 227 |
"arvq-layer-058-gateup.safetensors": "65ef1efcb2ebc3346c7ccb413f85ef2c44546fc62cf12e3b0808efb7f227bfdc",
|
| 228 |
"arvq-layer-058-down.safetensors": "abb10efe72e36acd0196aa727ed5e4225109ce9662bce140d3420fe41b35988b",
|
| 229 |
"arvq-layer-066-gateup.safetensors": "f8c75cb267e5cc00edcf00efc8265e1d32299c20e9d3687128d11248e28477b8",
|
|
|
|
| 222 |
"arvq-layer-034-down.safetensors": "e308fb5ed117342c5f9544172102c348b8cd3e42df47f66cca187ca9173e376f",
|
| 223 |
"arvq-layer-042-gateup.safetensors": "5677b50d834b9580a0f8ede547b5c49b8c4d610858a02010da0fc59e650ae5e8",
|
| 224 |
"arvq-layer-042-down.safetensors": "4389a06129040015ed47b2b769fa06d40706920be22e434a6ab8caf01122bc2d",
|
| 225 |
+
"arvq-layer-050-gateup.safetensors": "0809e1cc8aa230a7b749e89da94a69daf61e53ea24b97b2eb943814d1b8c63dc",
|
| 226 |
+
"arvq-layer-050-down.safetensors": "f0db7300e2bdd5368f871bd572b413ae065affc0cb39bebc63d41c31bc6c82c0",
|
| 227 |
"arvq-layer-058-gateup.safetensors": "65ef1efcb2ebc3346c7ccb413f85ef2c44546fc62cf12e3b0808efb7f227bfdc",
|
| 228 |
"arvq-layer-058-down.safetensors": "abb10efe72e36acd0196aa727ed5e4225109ce9662bce140d3420fe41b35988b",
|
| 229 |
"arvq-layer-066-gateup.safetensors": "f8c75cb267e5cc00edcf00efc8265e1d32299c20e9d3687128d11248e28477b8",
|
pv_layers/layer_050.json
CHANGED
|
@@ -1,237 +1,244 @@
|
|
| 1 |
{
|
| 2 |
"layer": 50,
|
| 3 |
-
"target": "
|
| 4 |
"recipe": "full_corpus_sequence_pass_v1",
|
| 5 |
-
"block_scale_dtype": "
|
|
|
|
| 6 |
"batch_tokens": 262144,
|
| 7 |
-
"sequence_order_sha256": "
|
| 8 |
-
"training_sequence_count":
|
| 9 |
-
"training_passes": 0.
|
| 10 |
-
"training_tokens_seen":
|
| 11 |
"adaptive_schedule": {
|
| 12 |
-
"best": 0.
|
| 13 |
-
"drop_after":
|
| 14 |
"relative_worsening": 0.001,
|
| 15 |
"checks": 3,
|
| 16 |
-
"patience_updates":
|
| 17 |
-
"bad_checks":
|
| 18 |
-
"last_best":
|
| 19 |
-
"early_drop":
|
| 20 |
},
|
| 21 |
"refinement": null,
|
| 22 |
-
"lr_decay_after":
|
| 23 |
"lr_decay_factor": 0.25,
|
| 24 |
"export_only": false,
|
| 25 |
"training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed",
|
| 26 |
"codebook_lr": 0.048,
|
| 27 |
"scale_lr": 0.032,
|
| 28 |
"quantized_movement": {
|
| 29 |
-
"codebook_changed":
|
| 30 |
-
"codebook_values":
|
| 31 |
-
"scales_changed":
|
| 32 |
-
"scale_values":
|
| 33 |
},
|
| 34 |
"initial_validation": {
|
| 35 |
-
"target_rel": 0.
|
| 36 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 37 |
"windows": [
|
| 38 |
{
|
| 39 |
-
"first_row":
|
| 40 |
"rows": 1024,
|
| 41 |
-
"reference_sse":
|
| 42 |
-
"reference_energy":
|
| 43 |
},
|
| 44 |
{
|
| 45 |
-
"first_row":
|
| 46 |
"rows": 1024,
|
| 47 |
-
"reference_sse":
|
| 48 |
-
"reference_energy":
|
| 49 |
},
|
| 50 |
{
|
| 51 |
-
"first_row":
|
| 52 |
"rows": 1024,
|
| 53 |
-
"reference_sse":
|
| 54 |
-
"reference_energy":
|
| 55 |
},
|
| 56 |
{
|
| 57 |
-
"first_row":
|
| 58 |
"rows": 1024,
|
| 59 |
-
"reference_sse":
|
| 60 |
-
"reference_energy":
|
| 61 |
},
|
| 62 |
{
|
| 63 |
-
"first_row":
|
| 64 |
"rows": 1024,
|
| 65 |
-
"reference_sse":
|
| 66 |
-
"reference_energy":
|
| 67 |
},
|
| 68 |
{
|
| 69 |
-
"first_row":
|
| 70 |
"rows": 1024,
|
| 71 |
-
"reference_sse":
|
| 72 |
-
"reference_energy":
|
| 73 |
},
|
| 74 |
{
|
| 75 |
-
"first_row":
|
| 76 |
"rows": 1024,
|
| 77 |
-
"reference_sse":
|
| 78 |
-
"reference_energy":
|
| 79 |
},
|
| 80 |
{
|
| 81 |
-
"first_row":
|
| 82 |
"rows": 1024,
|
| 83 |
-
"reference_sse":
|
| 84 |
-
"reference_energy":
|
| 85 |
},
|
| 86 |
{
|
| 87 |
-
"first_row":
|
| 88 |
"rows": 1024,
|
| 89 |
-
"reference_sse":
|
| 90 |
-
"reference_energy":
|
| 91 |
},
|
| 92 |
{
|
| 93 |
-
"first_row":
|
| 94 |
"rows": 1024,
|
| 95 |
-
"reference_sse":
|
| 96 |
-
"reference_energy":
|
| 97 |
},
|
| 98 |
{
|
| 99 |
-
"first_row":
|
| 100 |
"rows": 1024,
|
| 101 |
-
"reference_sse":
|
| 102 |
-
"reference_energy":
|
| 103 |
},
|
| 104 |
{
|
| 105 |
-
"first_row":
|
| 106 |
"rows": 1024,
|
| 107 |
-
"reference_sse":
|
| 108 |
-
"reference_energy":
|
| 109 |
},
|
| 110 |
{
|
| 111 |
-
"first_row":
|
| 112 |
"rows": 1024,
|
| 113 |
-
"reference_sse":
|
| 114 |
-
"reference_energy":
|
| 115 |
},
|
| 116 |
{
|
| 117 |
-
"first_row":
|
| 118 |
"rows": 1024,
|
| 119 |
-
"reference_sse":
|
| 120 |
-
"reference_energy":
|
| 121 |
},
|
| 122 |
{
|
| 123 |
-
"first_row":
|
| 124 |
"rows": 1024,
|
| 125 |
-
"reference_sse":
|
| 126 |
-
"reference_energy":
|
| 127 |
},
|
| 128 |
{
|
| 129 |
-
"first_row":
|
| 130 |
"rows": 1024,
|
| 131 |
-
"reference_sse":
|
| 132 |
-
"reference_energy":
|
| 133 |
}
|
| 134 |
]
|
| 135 |
},
|
| 136 |
"final_validation": {
|
| 137 |
-
"target_rel": 0.
|
| 138 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 139 |
"windows": [
|
| 140 |
{
|
| 141 |
-
"first_row":
|
| 142 |
"rows": 1024,
|
| 143 |
-
"reference_sse":
|
| 144 |
-
"reference_energy":
|
| 145 |
},
|
| 146 |
{
|
| 147 |
-
"first_row":
|
| 148 |
"rows": 1024,
|
| 149 |
-
"reference_sse":
|
| 150 |
-
"reference_energy":
|
| 151 |
},
|
| 152 |
{
|
| 153 |
-
"first_row":
|
| 154 |
"rows": 1024,
|
| 155 |
-
"reference_sse":
|
| 156 |
-
"reference_energy":
|
| 157 |
},
|
| 158 |
{
|
| 159 |
-
"first_row":
|
| 160 |
"rows": 1024,
|
| 161 |
-
"reference_sse":
|
| 162 |
-
"reference_energy":
|
| 163 |
},
|
| 164 |
{
|
| 165 |
-
"first_row":
|
| 166 |
"rows": 1024,
|
| 167 |
-
"reference_sse":
|
| 168 |
-
"reference_energy":
|
| 169 |
},
|
| 170 |
{
|
| 171 |
-
"first_row":
|
| 172 |
"rows": 1024,
|
| 173 |
-
"reference_sse":
|
| 174 |
-
"reference_energy":
|
| 175 |
},
|
| 176 |
{
|
| 177 |
-
"first_row":
|
| 178 |
"rows": 1024,
|
| 179 |
-
"reference_sse":
|
| 180 |
-
"reference_energy":
|
| 181 |
},
|
| 182 |
{
|
| 183 |
-
"first_row":
|
| 184 |
"rows": 1024,
|
| 185 |
-
"reference_sse":
|
| 186 |
-
"reference_energy":
|
| 187 |
},
|
| 188 |
{
|
| 189 |
-
"first_row":
|
| 190 |
"rows": 1024,
|
| 191 |
-
"reference_sse":
|
| 192 |
-
"reference_energy":
|
| 193 |
},
|
| 194 |
{
|
| 195 |
-
"first_row":
|
| 196 |
"rows": 1024,
|
| 197 |
-
"reference_sse":
|
| 198 |
-
"reference_energy":
|
| 199 |
},
|
| 200 |
{
|
| 201 |
-
"first_row":
|
| 202 |
"rows": 1024,
|
| 203 |
-
"reference_sse":
|
| 204 |
-
"reference_energy":
|
| 205 |
},
|
| 206 |
{
|
| 207 |
-
"first_row":
|
| 208 |
"rows": 1024,
|
| 209 |
-
"reference_sse":
|
| 210 |
-
"reference_energy":
|
| 211 |
},
|
| 212 |
{
|
| 213 |
-
"first_row":
|
| 214 |
"rows": 1024,
|
| 215 |
-
"reference_sse":
|
| 216 |
-
"reference_energy":
|
| 217 |
},
|
| 218 |
{
|
| 219 |
-
"first_row":
|
| 220 |
"rows": 1024,
|
| 221 |
-
"reference_sse":
|
| 222 |
-
"reference_energy":
|
| 223 |
},
|
| 224 |
{
|
| 225 |
-
"first_row":
|
| 226 |
"rows": 1024,
|
| 227 |
-
"reference_sse":
|
| 228 |
-
"reference_energy":
|
| 229 |
},
|
| 230 |
{
|
| 231 |
-
"first_row":
|
| 232 |
"rows": 1024,
|
| 233 |
-
"reference_sse":
|
| 234 |
-
"reference_energy":
|
| 235 |
}
|
| 236 |
]
|
| 237 |
},
|
|
@@ -239,234 +246,243 @@
|
|
| 239 |
"final_reasoning_validation": null,
|
| 240 |
"validation_distribution": "reasoning only",
|
| 241 |
"serialized_validation": {
|
| 242 |
-
"target_rel": 0.
|
| 243 |
-
"reference_rel": 0.
|
| 244 |
},
|
| 245 |
"development_audit": {
|
| 246 |
-
"target_rel": 0.
|
| 247 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 248 |
"windows": [
|
| 249 |
{
|
| 250 |
-
"first_row":
|
| 251 |
"rows": 1024,
|
| 252 |
-
"reference_sse":
|
| 253 |
-
"reference_energy":
|
| 254 |
},
|
| 255 |
{
|
| 256 |
-
"first_row":
|
| 257 |
"rows": 1024,
|
| 258 |
-
"reference_sse":
|
| 259 |
-
"reference_energy":
|
| 260 |
},
|
| 261 |
{
|
| 262 |
-
"first_row":
|
| 263 |
"rows": 1024,
|
| 264 |
-
"reference_sse":
|
| 265 |
-
"reference_energy":
|
| 266 |
},
|
| 267 |
{
|
| 268 |
-
"first_row":
|
| 269 |
"rows": 1024,
|
| 270 |
-
"reference_sse":
|
| 271 |
-
"reference_energy":
|
| 272 |
},
|
| 273 |
{
|
| 274 |
-
"first_row":
|
| 275 |
"rows": 1024,
|
| 276 |
-
"reference_sse":
|
| 277 |
-
"reference_energy":
|
| 278 |
},
|
| 279 |
{
|
| 280 |
-
"first_row":
|
| 281 |
"rows": 1024,
|
| 282 |
-
"reference_sse":
|
| 283 |
-
"reference_energy":
|
| 284 |
},
|
| 285 |
{
|
| 286 |
-
"first_row":
|
| 287 |
"rows": 1024,
|
| 288 |
-
"reference_sse":
|
| 289 |
-
"reference_energy":
|
| 290 |
},
|
| 291 |
{
|
| 292 |
-
"first_row":
|
| 293 |
"rows": 1024,
|
| 294 |
-
"reference_sse":
|
| 295 |
-
"reference_energy":
|
| 296 |
},
|
| 297 |
{
|
| 298 |
-
"first_row":
|
| 299 |
"rows": 1024,
|
| 300 |
-
"reference_sse":
|
| 301 |
-
"reference_energy":
|
| 302 |
},
|
| 303 |
{
|
| 304 |
-
"first_row":
|
| 305 |
"rows": 1024,
|
| 306 |
-
"reference_sse":
|
| 307 |
-
"reference_energy":
|
| 308 |
},
|
| 309 |
{
|
| 310 |
-
"first_row":
|
| 311 |
"rows": 1024,
|
| 312 |
-
"reference_sse":
|
| 313 |
-
"reference_energy":
|
| 314 |
},
|
| 315 |
{
|
| 316 |
-
"first_row":
|
| 317 |
"rows": 1024,
|
| 318 |
-
"reference_sse":
|
| 319 |
-
"reference_energy":
|
| 320 |
},
|
| 321 |
{
|
| 322 |
-
"first_row":
|
| 323 |
"rows": 1024,
|
| 324 |
-
"reference_sse":
|
| 325 |
-
"reference_energy":
|
| 326 |
},
|
| 327 |
{
|
| 328 |
-
"first_row":
|
| 329 |
"rows": 1024,
|
| 330 |
-
"reference_sse":
|
| 331 |
-
"reference_energy":
|
| 332 |
},
|
| 333 |
{
|
| 334 |
-
"first_row":
|
| 335 |
"rows": 1024,
|
| 336 |
-
"reference_sse":
|
| 337 |
-
"reference_energy":
|
| 338 |
},
|
| 339 |
{
|
| 340 |
-
"first_row":
|
| 341 |
"rows": 1024,
|
| 342 |
-
"reference_sse":
|
| 343 |
-
"reference_energy":
|
| 344 |
}
|
| 345 |
]
|
| 346 |
},
|
| 347 |
"initial_development_audit": {
|
| 348 |
-
"target_rel": 0.
|
| 349 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 350 |
"windows": [
|
| 351 |
{
|
| 352 |
-
"first_row":
|
| 353 |
"rows": 1024,
|
| 354 |
-
"reference_sse":
|
| 355 |
-
"reference_energy":
|
| 356 |
},
|
| 357 |
{
|
| 358 |
-
"first_row":
|
| 359 |
"rows": 1024,
|
| 360 |
-
"reference_sse":
|
| 361 |
-
"reference_energy":
|
| 362 |
},
|
| 363 |
{
|
| 364 |
-
"first_row":
|
| 365 |
"rows": 1024,
|
| 366 |
-
"reference_sse":
|
| 367 |
-
"reference_energy":
|
| 368 |
},
|
| 369 |
{
|
| 370 |
-
"first_row":
|
| 371 |
"rows": 1024,
|
| 372 |
-
"reference_sse":
|
| 373 |
-
"reference_energy":
|
| 374 |
},
|
| 375 |
{
|
| 376 |
-
"first_row":
|
| 377 |
"rows": 1024,
|
| 378 |
-
"reference_sse":
|
| 379 |
-
"reference_energy":
|
| 380 |
},
|
| 381 |
{
|
| 382 |
-
"first_row":
|
| 383 |
"rows": 1024,
|
| 384 |
-
"reference_sse":
|
| 385 |
-
"reference_energy":
|
| 386 |
},
|
| 387 |
{
|
| 388 |
-
"first_row":
|
| 389 |
"rows": 1024,
|
| 390 |
-
"reference_sse":
|
| 391 |
-
"reference_energy":
|
| 392 |
},
|
| 393 |
{
|
| 394 |
-
"first_row":
|
| 395 |
"rows": 1024,
|
| 396 |
-
"reference_sse":
|
| 397 |
-
"reference_energy":
|
| 398 |
},
|
| 399 |
{
|
| 400 |
-
"first_row":
|
| 401 |
"rows": 1024,
|
| 402 |
-
"reference_sse":
|
| 403 |
-
"reference_energy":
|
| 404 |
},
|
| 405 |
{
|
| 406 |
-
"first_row":
|
| 407 |
"rows": 1024,
|
| 408 |
-
"reference_sse":
|
| 409 |
-
"reference_energy":
|
| 410 |
},
|
| 411 |
{
|
| 412 |
-
"first_row":
|
| 413 |
"rows": 1024,
|
| 414 |
-
"reference_sse":
|
| 415 |
-
"reference_energy":
|
| 416 |
},
|
| 417 |
{
|
| 418 |
-
"first_row":
|
| 419 |
"rows": 1024,
|
| 420 |
-
"reference_sse":
|
| 421 |
-
"reference_energy":
|
| 422 |
},
|
| 423 |
{
|
| 424 |
-
"first_row":
|
| 425 |
"rows": 1024,
|
| 426 |
-
"reference_sse":
|
| 427 |
-
"reference_energy":
|
| 428 |
},
|
| 429 |
{
|
| 430 |
-
"first_row":
|
| 431 |
"rows": 1024,
|
| 432 |
-
"reference_sse":
|
| 433 |
-
"reference_energy":
|
| 434 |
},
|
| 435 |
{
|
| 436 |
-
"first_row":
|
| 437 |
"rows": 1024,
|
| 438 |
-
"reference_sse":
|
| 439 |
-
"reference_energy":
|
| 440 |
},
|
| 441 |
{
|
| 442 |
-
"first_row":
|
| 443 |
"rows": 1024,
|
| 444 |
-
"reference_sse":
|
| 445 |
-
"reference_energy":
|
| 446 |
}
|
| 447 |
]
|
| 448 |
},
|
| 449 |
-
"best_step":
|
| 450 |
-
"steps_run":
|
| 451 |
"history": [
|
| 452 |
{
|
| 453 |
"step": 5,
|
| 454 |
"validation": {
|
| 455 |
-
"target_rel": 0.
|
| 456 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 457 |
},
|
| 458 |
"reasoning_validation": null,
|
| 459 |
-
"training_probe_rel": 0.
|
| 460 |
-
"batch_loss": 0.
|
| 461 |
"best_step": 5,
|
| 462 |
"overfit_checks": 0,
|
| 463 |
-
"seconds":
|
| 464 |
"adaptive_schedule": {
|
| 465 |
-
"best": 0.
|
| 466 |
-
"drop_after":
|
| 467 |
"relative_worsening": 0.001,
|
| 468 |
"checks": 3,
|
| 469 |
-
"patience_updates":
|
| 470 |
"bad_checks": 0,
|
| 471 |
"last_best": 5,
|
| 472 |
"early_drop": false
|
|
@@ -474,372 +490,207 @@
|
|
| 474 |
"adaptive_stop": false,
|
| 475 |
"quantized_movement": {
|
| 476 |
"codebook_changed": 0,
|
| 477 |
-
"codebook_values":
|
| 478 |
-
"scales_changed":
|
| 479 |
-
"scale_values":
|
| 480 |
}
|
| 481 |
},
|
| 482 |
{
|
| 483 |
"step": 10,
|
| 484 |
"validation": {
|
| 485 |
-
"target_rel": 0.
|
| 486 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 487 |
},
|
| 488 |
"reasoning_validation": null,
|
| 489 |
-
"training_probe_rel": 0.
|
| 490 |
-
"batch_loss": 0.
|
| 491 |
-
"best_step":
|
| 492 |
"overfit_checks": 0,
|
| 493 |
-
"seconds":
|
| 494 |
"adaptive_schedule": {
|
| 495 |
-
"best": 0.
|
| 496 |
-
"drop_after":
|
| 497 |
"relative_worsening": 0.001,
|
| 498 |
"checks": 3,
|
| 499 |
-
"patience_updates":
|
| 500 |
-
"bad_checks":
|
| 501 |
-
"last_best":
|
| 502 |
"early_drop": false
|
| 503 |
},
|
| 504 |
"adaptive_stop": false,
|
| 505 |
"quantized_movement": {
|
| 506 |
-
"codebook_changed":
|
| 507 |
-
"codebook_values":
|
| 508 |
-
"scales_changed":
|
| 509 |
-
"scale_values":
|
| 510 |
}
|
| 511 |
},
|
| 512 |
{
|
| 513 |
"step": 15,
|
| 514 |
"validation": {
|
| 515 |
-
"target_rel": 0.
|
| 516 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 517 |
},
|
| 518 |
"reasoning_validation": null,
|
| 519 |
-
"training_probe_rel": 0.
|
| 520 |
-
"batch_loss": 0.
|
| 521 |
-
"best_step":
|
| 522 |
"overfit_checks": 0,
|
| 523 |
-
"seconds":
|
| 524 |
"adaptive_schedule": {
|
| 525 |
-
"best": 0.
|
| 526 |
-
"drop_after":
|
| 527 |
"relative_worsening": 0.001,
|
| 528 |
"checks": 3,
|
| 529 |
-
"patience_updates":
|
| 530 |
-
"bad_checks":
|
| 531 |
-
"last_best":
|
| 532 |
"early_drop": false
|
| 533 |
},
|
| 534 |
"adaptive_stop": false,
|
| 535 |
"quantized_movement": {
|
| 536 |
-
"codebook_changed":
|
| 537 |
-
"codebook_values":
|
| 538 |
-
"scales_changed":
|
| 539 |
-
"scale_values":
|
| 540 |
}
|
| 541 |
},
|
| 542 |
{
|
| 543 |
"step": 20,
|
| 544 |
"validation": {
|
| 545 |
-
"target_rel": 0.
|
| 546 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 547 |
},
|
| 548 |
"reasoning_validation": null,
|
| 549 |
-
"training_probe_rel": 0.
|
| 550 |
-
"batch_loss": 0.
|
| 551 |
-
"best_step":
|
| 552 |
"overfit_checks": 0,
|
| 553 |
-
"seconds":
|
| 554 |
"adaptive_schedule": {
|
| 555 |
-
"best": 0.
|
| 556 |
-
"drop_after":
|
| 557 |
"relative_worsening": 0.001,
|
| 558 |
"checks": 3,
|
| 559 |
-
"patience_updates":
|
| 560 |
-
"bad_checks":
|
| 561 |
-
"last_best":
|
| 562 |
-
"early_drop":
|
| 563 |
},
|
| 564 |
"adaptive_stop": false,
|
| 565 |
"quantized_movement": {
|
| 566 |
-
"codebook_changed":
|
| 567 |
-
"codebook_values":
|
| 568 |
-
"scales_changed":
|
| 569 |
-
"scale_values":
|
| 570 |
}
|
| 571 |
},
|
| 572 |
{
|
| 573 |
"step": 25,
|
| 574 |
"validation": {
|
| 575 |
-
"target_rel": 0.
|
| 576 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 577 |
},
|
| 578 |
"reasoning_validation": null,
|
| 579 |
-
"training_probe_rel": 0.
|
| 580 |
-
"batch_loss": 0.
|
| 581 |
-
"best_step":
|
| 582 |
"overfit_checks": 0,
|
| 583 |
-
"seconds":
|
| 584 |
"adaptive_schedule": {
|
| 585 |
-
"best": 0.
|
| 586 |
-
"drop_after":
|
| 587 |
"relative_worsening": 0.001,
|
| 588 |
"checks": 3,
|
| 589 |
-
"patience_updates":
|
| 590 |
-
"bad_checks":
|
| 591 |
-
"last_best":
|
| 592 |
-
"early_drop":
|
| 593 |
},
|
| 594 |
"adaptive_stop": false,
|
| 595 |
"quantized_movement": {
|
| 596 |
-
"codebook_changed":
|
| 597 |
-
"codebook_values":
|
| 598 |
-
"scales_changed":
|
| 599 |
-
"scale_values":
|
| 600 |
}
|
| 601 |
},
|
| 602 |
{
|
| 603 |
"step": 30,
|
| 604 |
"validation": {
|
| 605 |
-
"target_rel": 0.
|
| 606 |
-
"reference_rel": 0.
|
| 607 |
-
|
| 608 |
-
|
| 609 |
-
|
| 610 |
-
"batch_loss": 0.9430873095989227,
|
| 611 |
-
"best_step": 20,
|
| 612 |
-
"overfit_checks": 0,
|
| 613 |
-
"seconds": 342.9491949081421,
|
| 614 |
-
"adaptive_schedule": {
|
| 615 |
-
"best": 0.28967917843306096,
|
| 616 |
-
"drop_after": 45,
|
| 617 |
-
"relative_worsening": 0.001,
|
| 618 |
-
"checks": 3,
|
| 619 |
-
"patience_updates": 15,
|
| 620 |
-
"bad_checks": 0,
|
| 621 |
-
"last_best": 20,
|
| 622 |
-
"early_drop": false
|
| 623 |
-
},
|
| 624 |
-
"adaptive_stop": false,
|
| 625 |
-
"quantized_movement": {
|
| 626 |
-
"codebook_changed": 16246,
|
| 627 |
-
"codebook_values": 1564672,
|
| 628 |
-
"scales_changed": 31474390,
|
| 629 |
-
"scale_values": 56328192
|
| 630 |
-
}
|
| 631 |
-
},
|
| 632 |
-
{
|
| 633 |
-
"step": 35,
|
| 634 |
-
"validation": {
|
| 635 |
-
"target_rel": 0.2896602694671343,
|
| 636 |
-
"reference_rel": 0.2896602694671343
|
| 637 |
-
},
|
| 638 |
-
"reasoning_validation": null,
|
| 639 |
-
"training_probe_rel": 0.9777734303256885,
|
| 640 |
-
"batch_loss": 0.9612744152545929,
|
| 641 |
-
"best_step": 35,
|
| 642 |
-
"overfit_checks": 0,
|
| 643 |
-
"seconds": 393.6496241092682,
|
| 644 |
-
"adaptive_schedule": {
|
| 645 |
-
"best": 0.2896602694671343,
|
| 646 |
-
"drop_after": 45,
|
| 647 |
-
"relative_worsening": 0.001,
|
| 648 |
-
"checks": 3,
|
| 649 |
-
"patience_updates": 15,
|
| 650 |
-
"bad_checks": 0,
|
| 651 |
-
"last_best": 35,
|
| 652 |
-
"early_drop": false
|
| 653 |
-
},
|
| 654 |
-
"adaptive_stop": false,
|
| 655 |
-
"quantized_movement": {
|
| 656 |
-
"codebook_changed": 16755,
|
| 657 |
-
"codebook_values": 1564672,
|
| 658 |
-
"scales_changed": 33283050,
|
| 659 |
-
"scale_values": 56328192
|
| 660 |
-
}
|
| 661 |
-
},
|
| 662 |
-
{
|
| 663 |
-
"step": 40,
|
| 664 |
-
"validation": {
|
| 665 |
-
"target_rel": 0.2900107092298768,
|
| 666 |
-
"reference_rel": 0.2900107092298768
|
| 667 |
-
},
|
| 668 |
-
"reasoning_validation": null,
|
| 669 |
-
"training_probe_rel": 0.9771829088615586,
|
| 670 |
-
"batch_loss": 0.9307562112808228,
|
| 671 |
-
"best_step": 35,
|
| 672 |
-
"overfit_checks": 0,
|
| 673 |
-
"seconds": 464.90457129478455,
|
| 674 |
-
"adaptive_schedule": {
|
| 675 |
-
"best": 0.2896602694671343,
|
| 676 |
-
"drop_after": 45,
|
| 677 |
-
"relative_worsening": 0.001,
|
| 678 |
-
"checks": 3,
|
| 679 |
-
"patience_updates": 15,
|
| 680 |
-
"bad_checks": 1,
|
| 681 |
-
"last_best": 35,
|
| 682 |
-
"early_drop": false
|
| 683 |
-
},
|
| 684 |
-
"adaptive_stop": false,
|
| 685 |
-
"quantized_movement": {
|
| 686 |
-
"codebook_changed": 18202,
|
| 687 |
-
"codebook_values": 1564672,
|
| 688 |
-
"scales_changed": 34727312,
|
| 689 |
-
"scale_values": 56328192
|
| 690 |
-
}
|
| 691 |
-
},
|
| 692 |
-
{
|
| 693 |
-
"step": 45,
|
| 694 |
-
"validation": {
|
| 695 |
-
"target_rel": 0.29001265103605367,
|
| 696 |
-
"reference_rel": 0.29001265103605367
|
| 697 |
-
},
|
| 698 |
-
"reasoning_validation": null,
|
| 699 |
-
"training_probe_rel": 0.9770367901872432,
|
| 700 |
-
"batch_loss": 0.9326223731040955,
|
| 701 |
-
"best_step": 35,
|
| 702 |
-
"overfit_checks": 0,
|
| 703 |
-
"seconds": 515.7582938671112,
|
| 704 |
-
"adaptive_schedule": {
|
| 705 |
-
"best": 0.2896602694671343,
|
| 706 |
-
"drop_after": 45,
|
| 707 |
-
"relative_worsening": 0.001,
|
| 708 |
-
"checks": 3,
|
| 709 |
-
"patience_updates": 15,
|
| 710 |
-
"bad_checks": 2,
|
| 711 |
-
"last_best": 35,
|
| 712 |
-
"early_drop": false
|
| 713 |
-
},
|
| 714 |
-
"adaptive_stop": false,
|
| 715 |
-
"quantized_movement": {
|
| 716 |
-
"codebook_changed": 17146,
|
| 717 |
-
"codebook_values": 1564672,
|
| 718 |
-
"scales_changed": 35902813,
|
| 719 |
-
"scale_values": 56328192
|
| 720 |
-
}
|
| 721 |
-
},
|
| 722 |
-
{
|
| 723 |
-
"step": 50,
|
| 724 |
-
"validation": {
|
| 725 |
-
"target_rel": 0.28982801319763135,
|
| 726 |
-
"reference_rel": 0.28982801319763135
|
| 727 |
},
|
| 728 |
"reasoning_validation": null,
|
| 729 |
-
"training_probe_rel": 0.
|
| 730 |
-
"batch_loss": 0.
|
| 731 |
-
"best_step":
|
| 732 |
-
"overfit_checks": 0,
|
| 733 |
-
"seconds": 574.7284412384033,
|
| 734 |
-
"adaptive_schedule": {
|
| 735 |
-
"best": 0.2896602694671343,
|
| 736 |
-
"drop_after": 45,
|
| 737 |
-
"relative_worsening": 0.001,
|
| 738 |
-
"checks": 3,
|
| 739 |
-
"patience_updates": 15,
|
| 740 |
-
"bad_checks": 2,
|
| 741 |
-
"last_best": 35,
|
| 742 |
-
"early_drop": false
|
| 743 |
-
},
|
| 744 |
-
"adaptive_stop": false,
|
| 745 |
-
"quantized_movement": {
|
| 746 |
-
"codebook_changed": 14287,
|
| 747 |
-
"codebook_values": 1564672,
|
| 748 |
-
"scales_changed": 36140550,
|
| 749 |
-
"scale_values": 56328192
|
| 750 |
-
}
|
| 751 |
-
},
|
| 752 |
-
{
|
| 753 |
-
"step": 55,
|
| 754 |
-
"validation": {
|
| 755 |
-
"target_rel": 0.2899410848772853,
|
| 756 |
-
"reference_rel": 0.2899410848772853
|
| 757 |
-
},
|
| 758 |
-
"reasoning_validation": null,
|
| 759 |
-
"training_probe_rel": 0.9769309194542573,
|
| 760 |
-
"batch_loss": 0.9682440012693405,
|
| 761 |
-
"best_step": 35,
|
| 762 |
-
"overfit_checks": 0,
|
| 763 |
-
"seconds": 625.773859500885,
|
| 764 |
-
"adaptive_schedule": {
|
| 765 |
-
"best": 0.2896602694671343,
|
| 766 |
-
"drop_after": 45,
|
| 767 |
-
"relative_worsening": 0.001,
|
| 768 |
-
"checks": 3,
|
| 769 |
-
"patience_updates": 15,
|
| 770 |
-
"bad_checks": 2,
|
| 771 |
-
"last_best": 35,
|
| 772 |
-
"early_drop": false
|
| 773 |
-
},
|
| 774 |
-
"adaptive_stop": false,
|
| 775 |
-
"quantized_movement": {
|
| 776 |
-
"codebook_changed": 14883,
|
| 777 |
-
"codebook_values": 1564672,
|
| 778 |
-
"scales_changed": 36347007,
|
| 779 |
-
"scale_values": 56328192
|
| 780 |
-
}
|
| 781 |
-
},
|
| 782 |
-
{
|
| 783 |
-
"step": 60,
|
| 784 |
-
"validation": {
|
| 785 |
-
"target_rel": 0.28998187938040204,
|
| 786 |
-
"reference_rel": 0.28998187938040204
|
| 787 |
-
},
|
| 788 |
-
"reasoning_validation": null,
|
| 789 |
-
"training_probe_rel": 0.9770261671851338,
|
| 790 |
-
"batch_loss": 0.9363410323858261,
|
| 791 |
-
"best_step": 35,
|
| 792 |
"overfit_checks": 0,
|
| 793 |
-
"seconds":
|
| 794 |
"adaptive_schedule": {
|
| 795 |
-
"best": 0.
|
| 796 |
-
"drop_after":
|
| 797 |
"relative_worsening": 0.001,
|
| 798 |
"checks": 3,
|
| 799 |
-
"patience_updates":
|
| 800 |
-
"bad_checks":
|
| 801 |
-
"last_best":
|
| 802 |
-
"early_drop":
|
| 803 |
},
|
| 804 |
"adaptive_stop": true,
|
| 805 |
"quantized_movement": {
|
| 806 |
-
"codebook_changed":
|
| 807 |
-
"codebook_values":
|
| 808 |
-
"scales_changed":
|
| 809 |
-
"scale_values":
|
| 810 |
}
|
| 811 |
}
|
| 812 |
],
|
| 813 |
"index_reassignments": [
|
| 814 |
{
|
| 815 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 816 |
-
"proposals":
|
| 817 |
-
"accepted":
|
| 818 |
-
"changed_groups":
|
| 819 |
-
"training_before":
|
| 820 |
-
"training_after":
|
| 821 |
"acceptance": "proposal and separate training check batches",
|
| 822 |
-
"step":
|
| 823 |
},
|
| 824 |
{
|
| 825 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 826 |
-
"proposals":
|
| 827 |
-
"accepted":
|
| 828 |
-
"changed_groups":
|
| 829 |
-
"training_before":
|
| 830 |
-
"training_after":
|
| 831 |
"acceptance": "proposal and separate training check batches",
|
| 832 |
-
"step":
|
| 833 |
},
|
| 834 |
{
|
| 835 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 836 |
-
"proposals":
|
| 837 |
-
"accepted":
|
| 838 |
-
"changed_groups":
|
| 839 |
-
"training_before":
|
| 840 |
-
"training_after":
|
| 841 |
"acceptance": "proposal and separate training check batches",
|
| 842 |
-
"step":
|
| 843 |
}
|
| 844 |
],
|
| 845 |
"coverage_threshold": 256,
|
|
@@ -850,7 +701,7 @@
|
|
| 850 |
"parallelism": "expert-sharded coupled output",
|
| 851 |
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
|
| 852 |
"scope": "text-only, cached prompt partitions; historical audit is development only",
|
| 853 |
-
"train_rows":
|
| 854 |
"validation_rows": 16384,
|
| 855 |
"audit_rows": 16384,
|
| 856 |
"complete": true
|
|
|
|
| 1 |
{
|
| 2 |
"layer": 50,
|
| 3 |
+
"target": "same_input",
|
| 4 |
"recipe": "full_corpus_sequence_pass_v1",
|
| 5 |
+
"block_scale_dtype": "fp16",
|
| 6 |
+
"residual_scale_shift": 0,
|
| 7 |
"batch_tokens": 262144,
|
| 8 |
+
"sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf",
|
| 9 |
+
"training_sequence_count": 14657,
|
| 10 |
+
"training_passes": 0.5240171180844249,
|
| 11 |
+
"training_tokens_seen": 7864320,
|
| 12 |
"adaptive_schedule": {
|
| 13 |
+
"best": 0.05778833536756532,
|
| 14 |
+
"drop_after": 20,
|
| 15 |
"relative_worsening": 0.001,
|
| 16 |
"checks": 3,
|
| 17 |
+
"patience_updates": 10,
|
| 18 |
+
"bad_checks": 3,
|
| 19 |
+
"last_best": 5,
|
| 20 |
+
"early_drop": true
|
| 21 |
},
|
| 22 |
"refinement": null,
|
| 23 |
+
"lr_decay_after": 25,
|
| 24 |
"lr_decay_factor": 0.25,
|
| 25 |
"export_only": false,
|
| 26 |
"training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed",
|
| 27 |
"codebook_lr": 0.048,
|
| 28 |
"scale_lr": 0.032,
|
| 29 |
"quantized_movement": {
|
| 30 |
+
"codebook_changed": 0,
|
| 31 |
+
"codebook_values": 1531904,
|
| 32 |
+
"scales_changed": 54872873,
|
| 33 |
+
"scale_values": 55148544
|
| 34 |
},
|
| 35 |
"initial_validation": {
|
| 36 |
+
"target_rel": 0.05952799475482626,
|
| 37 |
+
"reference_rel": 0.2886715169962675,
|
| 38 |
+
"boundary_rel": 0.06053552187958252,
|
| 39 |
+
"bulk_rel": 0.05952738503600409,
|
| 40 |
+
"boundary_rows": 24,
|
| 41 |
"windows": [
|
| 42 |
{
|
| 43 |
+
"first_row": 8192,
|
| 44 |
"rows": 1024,
|
| 45 |
+
"reference_sse": 377500.9375,
|
| 46 |
+
"reference_energy": 5481160.0
|
| 47 |
},
|
| 48 |
{
|
| 49 |
+
"first_row": 9216,
|
| 50 |
"rows": 1024,
|
| 51 |
+
"reference_sse": 387945.75,
|
| 52 |
+
"reference_energy": 4027605.5
|
| 53 |
},
|
| 54 |
{
|
| 55 |
+
"first_row": 20480,
|
| 56 |
"rows": 1024,
|
| 57 |
+
"reference_sse": 357980.8125,
|
| 58 |
+
"reference_energy": 5377015.0
|
| 59 |
},
|
| 60 |
{
|
| 61 |
+
"first_row": 21504,
|
| 62 |
"rows": 1024,
|
| 63 |
+
"reference_sse": 469012.46875,
|
| 64 |
+
"reference_energy": 3596921.0
|
| 65 |
},
|
| 66 |
{
|
| 67 |
+
"first_row": 32768,
|
| 68 |
"rows": 1024,
|
| 69 |
+
"reference_sse": 363596.375,
|
| 70 |
+
"reference_energy": 5529227.0
|
| 71 |
},
|
| 72 |
{
|
| 73 |
+
"first_row": 33792,
|
| 74 |
"rows": 1024,
|
| 75 |
+
"reference_sse": 489836.28125,
|
| 76 |
+
"reference_energy": 3552016.25
|
| 77 |
},
|
| 78 |
{
|
| 79 |
+
"first_row": 45056,
|
| 80 |
"rows": 1024,
|
| 81 |
+
"reference_sse": 452568.9375,
|
| 82 |
+
"reference_energy": 5305110.5
|
| 83 |
},
|
| 84 |
{
|
| 85 |
+
"first_row": 46080,
|
| 86 |
"rows": 1024,
|
| 87 |
+
"reference_sse": 339290.875,
|
| 88 |
+
"reference_energy": 5264097.0
|
| 89 |
},
|
| 90 |
{
|
| 91 |
+
"first_row": 57344,
|
| 92 |
"rows": 1024,
|
| 93 |
+
"reference_sse": 423977.9375,
|
| 94 |
+
"reference_energy": 5425877.0
|
| 95 |
},
|
| 96 |
{
|
| 97 |
+
"first_row": 58368,
|
| 98 |
"rows": 1024,
|
| 99 |
+
"reference_sse": 369208.25,
|
| 100 |
+
"reference_energy": 5471391.0
|
| 101 |
},
|
| 102 |
{
|
| 103 |
+
"first_row": 69632,
|
| 104 |
"rows": 1024,
|
| 105 |
+
"reference_sse": 407708.75,
|
| 106 |
+
"reference_energy": 5174097.5
|
| 107 |
},
|
| 108 |
{
|
| 109 |
+
"first_row": 70656,
|
| 110 |
"rows": 1024,
|
| 111 |
+
"reference_sse": 379915.6875,
|
| 112 |
+
"reference_energy": 4019606.5
|
| 113 |
},
|
| 114 |
{
|
| 115 |
+
"first_row": 81920,
|
| 116 |
"rows": 1024,
|
| 117 |
+
"reference_sse": 412708.21875,
|
| 118 |
+
"reference_energy": 5181645.5
|
| 119 |
},
|
| 120 |
{
|
| 121 |
+
"first_row": 82944,
|
| 122 |
"rows": 1024,
|
| 123 |
+
"reference_sse": 396268.5,
|
| 124 |
+
"reference_energy": 3706959.0
|
| 125 |
},
|
| 126 |
{
|
| 127 |
+
"first_row": 94208,
|
| 128 |
"rows": 1024,
|
| 129 |
+
"reference_sse": 404454.1875,
|
| 130 |
+
"reference_energy": 5084866.5
|
| 131 |
},
|
| 132 |
{
|
| 133 |
+
"first_row": 95232,
|
| 134 |
"rows": 1024,
|
| 135 |
+
"reference_sse": 312219.5625,
|
| 136 |
+
"reference_energy": 3934635.25
|
| 137 |
}
|
| 138 |
]
|
| 139 |
},
|
| 140 |
"final_validation": {
|
| 141 |
+
"target_rel": 0.05778833536756532,
|
| 142 |
+
"reference_rel": 0.288782939791787,
|
| 143 |
+
"boundary_rel": 0.06004014174213505,
|
| 144 |
+
"bulk_rel": 0.05778695718733207,
|
| 145 |
+
"boundary_rows": 24,
|
| 146 |
"windows": [
|
| 147 |
{
|
| 148 |
+
"first_row": 8192,
|
| 149 |
"rows": 1024,
|
| 150 |
+
"reference_sse": 377554.5625,
|
| 151 |
+
"reference_energy": 5481160.0
|
| 152 |
},
|
| 153 |
{
|
| 154 |
+
"first_row": 9216,
|
| 155 |
"rows": 1024,
|
| 156 |
+
"reference_sse": 388364.0,
|
| 157 |
+
"reference_energy": 4027605.5
|
| 158 |
},
|
| 159 |
{
|
| 160 |
+
"first_row": 20480,
|
| 161 |
"rows": 1024,
|
| 162 |
+
"reference_sse": 357825.3125,
|
| 163 |
+
"reference_energy": 5377015.0
|
| 164 |
},
|
| 165 |
{
|
| 166 |
+
"first_row": 21504,
|
| 167 |
"rows": 1024,
|
| 168 |
+
"reference_sse": 470251.1875,
|
| 169 |
+
"reference_energy": 3596921.0
|
| 170 |
},
|
| 171 |
{
|
| 172 |
+
"first_row": 32768,
|
| 173 |
"rows": 1024,
|
| 174 |
+
"reference_sse": 363219.1875,
|
| 175 |
+
"reference_energy": 5529227.0
|
| 176 |
},
|
| 177 |
{
|
| 178 |
+
"first_row": 33792,
|
| 179 |
"rows": 1024,
|
| 180 |
+
"reference_sse": 490258.0,
|
| 181 |
+
"reference_energy": 3552016.25
|
| 182 |
},
|
| 183 |
{
|
| 184 |
+
"first_row": 45056,
|
| 185 |
"rows": 1024,
|
| 186 |
+
"reference_sse": 452924.03125,
|
| 187 |
+
"reference_energy": 5305110.5
|
| 188 |
},
|
| 189 |
{
|
| 190 |
+
"first_row": 46080,
|
| 191 |
"rows": 1024,
|
| 192 |
+
"reference_sse": 339264.21875,
|
| 193 |
+
"reference_energy": 5264097.0
|
| 194 |
},
|
| 195 |
{
|
| 196 |
+
"first_row": 57344,
|
| 197 |
"rows": 1024,
|
| 198 |
+
"reference_sse": 423961.375,
|
| 199 |
+
"reference_energy": 5425877.0
|
| 200 |
},
|
| 201 |
{
|
| 202 |
+
"first_row": 58368,
|
| 203 |
"rows": 1024,
|
| 204 |
+
"reference_sse": 369528.125,
|
| 205 |
+
"reference_energy": 5471391.0
|
| 206 |
},
|
| 207 |
{
|
| 208 |
+
"first_row": 69632,
|
| 209 |
"rows": 1024,
|
| 210 |
+
"reference_sse": 408655.0625,
|
| 211 |
+
"reference_energy": 5174097.5
|
| 212 |
},
|
| 213 |
{
|
| 214 |
+
"first_row": 70656,
|
| 215 |
"rows": 1024,
|
| 216 |
+
"reference_sse": 380185.1875,
|
| 217 |
+
"reference_energy": 4019606.5
|
| 218 |
},
|
| 219 |
{
|
| 220 |
+
"first_row": 81920,
|
| 221 |
"rows": 1024,
|
| 222 |
+
"reference_sse": 413506.0625,
|
| 223 |
+
"reference_energy": 5181645.5
|
| 224 |
},
|
| 225 |
{
|
| 226 |
+
"first_row": 82944,
|
| 227 |
"rows": 1024,
|
| 228 |
+
"reference_sse": 396733.5625,
|
| 229 |
+
"reference_energy": 3706959.0
|
| 230 |
},
|
| 231 |
{
|
| 232 |
+
"first_row": 94208,
|
| 233 |
"rows": 1024,
|
| 234 |
+
"reference_sse": 404909.875,
|
| 235 |
+
"reference_energy": 5084866.5
|
| 236 |
},
|
| 237 |
{
|
| 238 |
+
"first_row": 95232,
|
| 239 |
"rows": 1024,
|
| 240 |
+
"reference_sse": 311952.25,
|
| 241 |
+
"reference_energy": 3934635.25
|
| 242 |
}
|
| 243 |
]
|
| 244 |
},
|
|
|
|
| 246 |
"final_reasoning_validation": null,
|
| 247 |
"validation_distribution": "reasoning only",
|
| 248 |
"serialized_validation": {
|
| 249 |
+
"target_rel": 0.05778833536756532,
|
| 250 |
+
"reference_rel": 0.288782939791787
|
| 251 |
},
|
| 252 |
"development_audit": {
|
| 253 |
+
"target_rel": 0.0823305368165386,
|
| 254 |
+
"reference_rel": 0.3836834328737799,
|
| 255 |
+
"boundary_rel": 0.04959890906035723,
|
| 256 |
+
"bulk_rel": 0.08233744061107284,
|
| 257 |
+
"boundary_rows": 10,
|
| 258 |
"windows": [
|
| 259 |
{
|
| 260 |
+
"first_row": 10240,
|
| 261 |
"rows": 1024,
|
| 262 |
+
"reference_sse": 536953.625,
|
| 263 |
+
"reference_energy": 5000232.0
|
| 264 |
},
|
| 265 |
{
|
| 266 |
+
"first_row": 11264,
|
| 267 |
"rows": 1024,
|
| 268 |
+
"reference_sse": 725812.75,
|
| 269 |
+
"reference_energy": 5122231.0
|
| 270 |
},
|
| 271 |
{
|
| 272 |
+
"first_row": 22528,
|
| 273 |
"rows": 1024,
|
| 274 |
+
"reference_sse": 724713.75,
|
| 275 |
+
"reference_energy": 3814009.0
|
| 276 |
},
|
| 277 |
{
|
| 278 |
+
"first_row": 23552,
|
| 279 |
"rows": 1024,
|
| 280 |
+
"reference_sse": 696549.875,
|
| 281 |
+
"reference_energy": 3507857.5
|
| 282 |
},
|
| 283 |
{
|
| 284 |
+
"first_row": 34816,
|
| 285 |
"rows": 1024,
|
| 286 |
+
"reference_sse": 548198.375,
|
| 287 |
+
"reference_energy": 5784798.0
|
| 288 |
},
|
| 289 |
{
|
| 290 |
+
"first_row": 35840,
|
| 291 |
"rows": 1024,
|
| 292 |
+
"reference_sse": 529754.1875,
|
| 293 |
+
"reference_energy": 5601385.0
|
| 294 |
},
|
| 295 |
{
|
| 296 |
+
"first_row": 47104,
|
| 297 |
"rows": 1024,
|
| 298 |
+
"reference_sse": 538454.0,
|
| 299 |
+
"reference_energy": 3927312.0
|
| 300 |
},
|
| 301 |
{
|
| 302 |
+
"first_row": 48128,
|
| 303 |
"rows": 1024,
|
| 304 |
+
"reference_sse": 772163.125,
|
| 305 |
+
"reference_energy": 3489552.0
|
| 306 |
},
|
| 307 |
{
|
| 308 |
+
"first_row": 59392,
|
| 309 |
"rows": 1024,
|
| 310 |
+
"reference_sse": 618861.625,
|
| 311 |
+
"reference_energy": 4995620.0
|
| 312 |
},
|
| 313 |
{
|
| 314 |
+
"first_row": 60416,
|
| 315 |
"rows": 1024,
|
| 316 |
+
"reference_sse": 671712.875,
|
| 317 |
+
"reference_energy": 5080161.0
|
| 318 |
},
|
| 319 |
{
|
| 320 |
+
"first_row": 71680,
|
| 321 |
"rows": 1024,
|
| 322 |
+
"reference_sse": 583052.25,
|
| 323 |
+
"reference_energy": 5355565.5
|
| 324 |
},
|
| 325 |
{
|
| 326 |
+
"first_row": 72704,
|
| 327 |
"rows": 1024,
|
| 328 |
+
"reference_sse": 785964.375,
|
| 329 |
+
"reference_energy": 5264520.0
|
| 330 |
},
|
| 331 |
{
|
| 332 |
+
"first_row": 83968,
|
| 333 |
"rows": 1024,
|
| 334 |
+
"reference_sse": 738652.0625,
|
| 335 |
+
"reference_energy": 4897712.0
|
| 336 |
},
|
| 337 |
{
|
| 338 |
+
"first_row": 84992,
|
| 339 |
"rows": 1024,
|
| 340 |
+
"reference_sse": 912351.75,
|
| 341 |
+
"reference_energy": 3465363.5
|
| 342 |
},
|
| 343 |
{
|
| 344 |
+
"first_row": 96256,
|
| 345 |
"rows": 1024,
|
| 346 |
+
"reference_sse": 774771.25,
|
| 347 |
+
"reference_energy": 3349918.0
|
| 348 |
},
|
| 349 |
{
|
| 350 |
+
"first_row": 97280,
|
| 351 |
"rows": 1024,
|
| 352 |
+
"reference_sse": 724284.625,
|
| 353 |
+
"reference_energy": 5265579.0
|
| 354 |
}
|
| 355 |
]
|
| 356 |
},
|
| 357 |
"initial_development_audit": {
|
| 358 |
+
"target_rel": 0.08309702030500395,
|
| 359 |
+
"reference_rel": 0.38360804554602346,
|
| 360 |
+
"boundary_rel": 0.04975211576877874,
|
| 361 |
+
"bulk_rel": 0.08310403819399849,
|
| 362 |
+
"boundary_rows": 10,
|
| 363 |
"windows": [
|
| 364 |
{
|
| 365 |
+
"first_row": 10240,
|
| 366 |
"rows": 1024,
|
| 367 |
+
"reference_sse": 537030.375,
|
| 368 |
+
"reference_energy": 5000232.0
|
| 369 |
},
|
| 370 |
{
|
| 371 |
+
"first_row": 11264,
|
| 372 |
"rows": 1024,
|
| 373 |
+
"reference_sse": 725427.625,
|
| 374 |
+
"reference_energy": 5122231.0
|
| 375 |
},
|
| 376 |
{
|
| 377 |
+
"first_row": 22528,
|
| 378 |
"rows": 1024,
|
| 379 |
+
"reference_sse": 724647.5,
|
| 380 |
+
"reference_energy": 3814009.0
|
| 381 |
},
|
| 382 |
{
|
| 383 |
+
"first_row": 23552,
|
| 384 |
"rows": 1024,
|
| 385 |
+
"reference_sse": 696221.4375,
|
| 386 |
+
"reference_energy": 3507857.5
|
| 387 |
},
|
| 388 |
{
|
| 389 |
+
"first_row": 34816,
|
| 390 |
"rows": 1024,
|
| 391 |
+
"reference_sse": 548573.5,
|
| 392 |
+
"reference_energy": 5784798.0
|
| 393 |
},
|
| 394 |
{
|
| 395 |
+
"first_row": 35840,
|
| 396 |
"rows": 1024,
|
| 397 |
+
"reference_sse": 530079.0,
|
| 398 |
+
"reference_energy": 5601385.0
|
| 399 |
},
|
| 400 |
{
|
| 401 |
+
"first_row": 47104,
|
| 402 |
"rows": 1024,
|
| 403 |
+
"reference_sse": 538955.3125,
|
| 404 |
+
"reference_energy": 3927312.0
|
| 405 |
},
|
| 406 |
{
|
| 407 |
+
"first_row": 48128,
|
| 408 |
"rows": 1024,
|
| 409 |
+
"reference_sse": 771553.375,
|
| 410 |
+
"reference_energy": 3489552.0
|
| 411 |
},
|
| 412 |
{
|
| 413 |
+
"first_row": 59392,
|
| 414 |
"rows": 1024,
|
| 415 |
+
"reference_sse": 618542.375,
|
| 416 |
+
"reference_energy": 4995620.0
|
| 417 |
},
|
| 418 |
{
|
| 419 |
+
"first_row": 60416,
|
| 420 |
"rows": 1024,
|
| 421 |
+
"reference_sse": 671054.375,
|
| 422 |
+
"reference_energy": 5080161.0
|
| 423 |
},
|
| 424 |
{
|
| 425 |
+
"first_row": 71680,
|
| 426 |
"rows": 1024,
|
| 427 |
+
"reference_sse": 583137.5,
|
| 428 |
+
"reference_energy": 5355565.5
|
| 429 |
},
|
| 430 |
{
|
| 431 |
+
"first_row": 72704,
|
| 432 |
"rows": 1024,
|
| 433 |
+
"reference_sse": 785676.25,
|
| 434 |
+
"reference_energy": 5264520.0
|
| 435 |
},
|
| 436 |
{
|
| 437 |
+
"first_row": 83968,
|
| 438 |
"rows": 1024,
|
| 439 |
+
"reference_sse": 737998.5,
|
| 440 |
+
"reference_energy": 4897712.0
|
| 441 |
},
|
| 442 |
{
|
| 443 |
+
"first_row": 84992,
|
| 444 |
"rows": 1024,
|
| 445 |
+
"reference_sse": 910891.25,
|
| 446 |
+
"reference_energy": 3465363.5
|
| 447 |
},
|
| 448 |
{
|
| 449 |
+
"first_row": 96256,
|
| 450 |
"rows": 1024,
|
| 451 |
+
"reference_sse": 773859.75,
|
| 452 |
+
"reference_energy": 3349918.0
|
| 453 |
},
|
| 454 |
{
|
| 455 |
+
"first_row": 97280,
|
| 456 |
"rows": 1024,
|
| 457 |
+
"reference_sse": 724326.4375,
|
| 458 |
+
"reference_energy": 5265579.0
|
| 459 |
}
|
| 460 |
]
|
| 461 |
},
|
| 462 |
+
"best_step": 5,
|
| 463 |
+
"steps_run": 30,
|
| 464 |
"history": [
|
| 465 |
{
|
| 466 |
"step": 5,
|
| 467 |
"validation": {
|
| 468 |
+
"target_rel": 0.05778833536756532,
|
| 469 |
+
"reference_rel": 0.288782939791787,
|
| 470 |
+
"boundary_rel": 0.06004014174213505,
|
| 471 |
+
"bulk_rel": 0.05778695718733207,
|
| 472 |
+
"boundary_rows": 24
|
| 473 |
},
|
| 474 |
"reasoning_validation": null,
|
| 475 |
+
"training_probe_rel": 0.5888443592997664,
|
| 476 |
+
"batch_loss": 0.3800623044371605,
|
| 477 |
"best_step": 5,
|
| 478 |
"overfit_checks": 0,
|
| 479 |
+
"seconds": 59.56639838218689,
|
| 480 |
"adaptive_schedule": {
|
| 481 |
+
"best": 0.05778833536756532,
|
| 482 |
+
"drop_after": 25,
|
| 483 |
"relative_worsening": 0.001,
|
| 484 |
"checks": 3,
|
| 485 |
+
"patience_updates": 10,
|
| 486 |
"bad_checks": 0,
|
| 487 |
"last_best": 5,
|
| 488 |
"early_drop": false
|
|
|
|
| 490 |
"adaptive_stop": false,
|
| 491 |
"quantized_movement": {
|
| 492 |
"codebook_changed": 0,
|
| 493 |
+
"codebook_values": 1531904,
|
| 494 |
+
"scales_changed": 54872873,
|
| 495 |
+
"scale_values": 55148544
|
| 496 |
}
|
| 497 |
},
|
| 498 |
{
|
| 499 |
"step": 10,
|
| 500 |
"validation": {
|
| 501 |
+
"target_rel": 0.059328258706007365,
|
| 502 |
+
"reference_rel": 0.2886027152211199,
|
| 503 |
+
"boundary_rel": 0.06107108483061482,
|
| 504 |
+
"bulk_rel": 0.05932719751276487,
|
| 505 |
+
"boundary_rows": 24
|
| 506 |
},
|
| 507 |
"reasoning_validation": null,
|
| 508 |
+
"training_probe_rel": 0.6198932593473555,
|
| 509 |
+
"batch_loss": 0.38121479749679565,
|
| 510 |
+
"best_step": 5,
|
| 511 |
"overfit_checks": 0,
|
| 512 |
+
"seconds": 134.18823862075806,
|
| 513 |
"adaptive_schedule": {
|
| 514 |
+
"best": 0.05778833536756532,
|
| 515 |
+
"drop_after": 25,
|
| 516 |
"relative_worsening": 0.001,
|
| 517 |
"checks": 3,
|
| 518 |
+
"patience_updates": 10,
|
| 519 |
+
"bad_checks": 1,
|
| 520 |
+
"last_best": 5,
|
| 521 |
"early_drop": false
|
| 522 |
},
|
| 523 |
"adaptive_stop": false,
|
| 524 |
"quantized_movement": {
|
| 525 |
+
"codebook_changed": 73323,
|
| 526 |
+
"codebook_values": 1531904,
|
| 527 |
+
"scales_changed": 54946787,
|
| 528 |
+
"scale_values": 55148544
|
| 529 |
}
|
| 530 |
},
|
| 531 |
{
|
| 532 |
"step": 15,
|
| 533 |
"validation": {
|
| 534 |
+
"target_rel": 0.05889956183482896,
|
| 535 |
+
"reference_rel": 0.288800055532068,
|
| 536 |
+
"boundary_rel": 0.060831412388715575,
|
| 537 |
+
"bulk_rel": 0.0588983831224008,
|
| 538 |
+
"boundary_rows": 24
|
| 539 |
},
|
| 540 |
"reasoning_validation": null,
|
| 541 |
+
"training_probe_rel": 0.6062100770395942,
|
| 542 |
+
"batch_loss": 0.36094021797180176,
|
| 543 |
+
"best_step": 5,
|
| 544 |
"overfit_checks": 0,
|
| 545 |
+
"seconds": 185.5208294391632,
|
| 546 |
"adaptive_schedule": {
|
| 547 |
+
"best": 0.05778833536756532,
|
| 548 |
+
"drop_after": 25,
|
| 549 |
"relative_worsening": 0.001,
|
| 550 |
"checks": 3,
|
| 551 |
+
"patience_updates": 10,
|
| 552 |
+
"bad_checks": 2,
|
| 553 |
+
"last_best": 5,
|
| 554 |
"early_drop": false
|
| 555 |
},
|
| 556 |
"adaptive_stop": false,
|
| 557 |
"quantized_movement": {
|
| 558 |
+
"codebook_changed": 50909,
|
| 559 |
+
"codebook_values": 1531904,
|
| 560 |
+
"scales_changed": 54978368,
|
| 561 |
+
"scale_values": 55148544
|
| 562 |
}
|
| 563 |
},
|
| 564 |
{
|
| 565 |
"step": 20,
|
| 566 |
"validation": {
|
| 567 |
+
"target_rel": 0.058656203739049936,
|
| 568 |
+
"reference_rel": 0.28877347325161523,
|
| 569 |
+
"boundary_rel": 0.06094156461395083,
|
| 570 |
+
"bulk_rel": 0.05865480483057136,
|
| 571 |
+
"boundary_rows": 24
|
| 572 |
},
|
| 573 |
"reasoning_validation": null,
|
| 574 |
+
"training_probe_rel": 0.6069248065571095,
|
| 575 |
+
"batch_loss": 0.38629335910081863,
|
| 576 |
+
"best_step": 5,
|
| 577 |
"overfit_checks": 0,
|
| 578 |
+
"seconds": 262.88062620162964,
|
| 579 |
"adaptive_schedule": {
|
| 580 |
+
"best": 0.05778833536756532,
|
| 581 |
+
"drop_after": 20,
|
| 582 |
"relative_worsening": 0.001,
|
| 583 |
"checks": 3,
|
| 584 |
+
"patience_updates": 10,
|
| 585 |
+
"bad_checks": 3,
|
| 586 |
+
"last_best": 5,
|
| 587 |
+
"early_drop": true
|
| 588 |
},
|
| 589 |
"adaptive_stop": false,
|
| 590 |
"quantized_movement": {
|
| 591 |
+
"codebook_changed": 48052,
|
| 592 |
+
"codebook_values": 1531904,
|
| 593 |
+
"scales_changed": 54994769,
|
| 594 |
+
"scale_values": 55148544
|
| 595 |
}
|
| 596 |
},
|
| 597 |
{
|
| 598 |
"step": 25,
|
| 599 |
"validation": {
|
| 600 |
+
"target_rel": 0.05804039071958045,
|
| 601 |
+
"reference_rel": 0.28860975820009654,
|
| 602 |
+
"boundary_rel": 0.060259552198486735,
|
| 603 |
+
"bulk_rel": 0.058039033467447314,
|
| 604 |
+
"boundary_rows": 24
|
| 605 |
},
|
| 606 |
"reasoning_validation": null,
|
| 607 |
+
"training_probe_rel": 0.5985147335280951,
|
| 608 |
+
"batch_loss": 0.40148255974054337,
|
| 609 |
+
"best_step": 5,
|
| 610 |
"overfit_checks": 0,
|
| 611 |
+
"seconds": 320.70017099380493,
|
| 612 |
"adaptive_schedule": {
|
| 613 |
+
"best": 0.05778833536756532,
|
| 614 |
+
"drop_after": 20,
|
| 615 |
"relative_worsening": 0.001,
|
| 616 |
"checks": 3,
|
| 617 |
+
"patience_updates": 10,
|
| 618 |
+
"bad_checks": 3,
|
| 619 |
+
"last_best": 5,
|
| 620 |
+
"early_drop": true
|
| 621 |
},
|
| 622 |
"adaptive_stop": false,
|
| 623 |
"quantized_movement": {
|
| 624 |
+
"codebook_changed": 25077,
|
| 625 |
+
"codebook_values": 1531904,
|
| 626 |
+
"scales_changed": 54996254,
|
| 627 |
+
"scale_values": 55148544
|
| 628 |
}
|
| 629 |
},
|
| 630 |
{
|
| 631 |
"step": 30,
|
| 632 |
"validation": {
|
| 633 |
+
"target_rel": 0.05815247049357787,
|
| 634 |
+
"reference_rel": 0.2887045962503398,
|
| 635 |
+
"boundary_rel": 0.06045732397861451,
|
| 636 |
+
"bulk_rel": 0.05815105960932423,
|
| 637 |
+
"boundary_rows": 24
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 638 |
},
|
| 639 |
"reasoning_validation": null,
|
| 640 |
+
"training_probe_rel": 0.5990955641456852,
|
| 641 |
+
"batch_loss": 0.3680315911769867,
|
| 642 |
+
"best_step": 5,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 643 |
"overfit_checks": 0,
|
| 644 |
+
"seconds": 395.64608907699585,
|
| 645 |
"adaptive_schedule": {
|
| 646 |
+
"best": 0.05778833536756532,
|
| 647 |
+
"drop_after": 20,
|
| 648 |
"relative_worsening": 0.001,
|
| 649 |
"checks": 3,
|
| 650 |
+
"patience_updates": 10,
|
| 651 |
+
"bad_checks": 3,
|
| 652 |
+
"last_best": 5,
|
| 653 |
+
"early_drop": true
|
| 654 |
},
|
| 655 |
"adaptive_stop": true,
|
| 656 |
"quantized_movement": {
|
| 657 |
+
"codebook_changed": 32292,
|
| 658 |
+
"codebook_values": 1531904,
|
| 659 |
+
"scales_changed": 54997262,
|
| 660 |
+
"scale_values": 55148544
|
| 661 |
}
|
| 662 |
}
|
| 663 |
],
|
| 664 |
"index_reassignments": [
|
| 665 |
{
|
| 666 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 667 |
+
"proposals": 358,
|
| 668 |
+
"accepted": 303,
|
| 669 |
+
"changed_groups": 379026,
|
| 670 |
+
"training_before": 99170.78125,
|
| 671 |
+
"training_after": 97428.953125,
|
| 672 |
"acceptance": "proposal and separate training check batches",
|
| 673 |
+
"step": 10
|
| 674 |
},
|
| 675 |
{
|
| 676 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 677 |
+
"proposals": 362,
|
| 678 |
+
"accepted": 301,
|
| 679 |
+
"changed_groups": 356648,
|
| 680 |
+
"training_before": 98626.8515625,
|
| 681 |
+
"training_after": 96533.984375,
|
| 682 |
"acceptance": "proposal and separate training check batches",
|
| 683 |
+
"step": 20
|
| 684 |
},
|
| 685 |
{
|
| 686 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 687 |
+
"proposals": 356,
|
| 688 |
+
"accepted": 300,
|
| 689 |
+
"changed_groups": 345946,
|
| 690 |
+
"training_before": 95680.703125,
|
| 691 |
+
"training_after": 94150.671875,
|
| 692 |
"acceptance": "proposal and separate training check batches",
|
| 693 |
+
"step": 30
|
| 694 |
}
|
| 695 |
],
|
| 696 |
"coverage_threshold": 256,
|
|
|
|
| 701 |
"parallelism": "expert-sharded coupled output",
|
| 702 |
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
|
| 703 |
"scope": "text-only, cached prompt partitions; historical audit is development only",
|
| 704 |
+
"train_rows": 15007754,
|
| 705 |
"validation_rows": 16384,
|
| 706 |
"audit_rows": 16384,
|
| 707 |
"complete": true
|