Replace layer 12 with same_input fp16-block PV (v4)
Browse files- arvq-layer-012-down.safetensors +2 -2
- arvq-layer-012-gateup.safetensors +2 -2
- cold_manifests/layer-012-manifest.json +714 -7
- gates_report.json +2 -2
- pv_layers/layer_012.json +413 -440
arvq-layer-012-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:c0b53462169d6262228accc853b9cdef433ef9b30725fd376b2385ed5e2a75a6
|
| 3 |
+
size 531757788
|
arvq-layer-012-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 sha256:6df83b59856088096afd5758119b3f94091bb858f2c248686a4d66099f9c67cc
|
| 3 |
+
size 1063189220
|
cold_manifests/layer-012-manifest.json
CHANGED
|
@@ -164,11 +164,11 @@
|
|
| 164 |
"files": {
|
| 165 |
"w13": {
|
| 166 |
"file": "arvq-layer-012-gateup.safetensors",
|
| 167 |
-
"sha256": "
|
| 168 |
},
|
| 169 |
"w2": {
|
| 170 |
"file": "arvq-layer-012-down.safetensors",
|
| 171 |
-
"sha256": "
|
| 172 |
}
|
| 173 |
},
|
| 174 |
"per_proj": {
|
|
@@ -372,11 +372,719 @@
|
|
| 372 |
"codebook_scope": "expert"
|
| 373 |
}
|
| 374 |
},
|
| 375 |
-
"format": "
|
| 376 |
-
"
|
| 377 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 378 |
"codebook_scope": "expert",
|
| 379 |
-
"bits": 2.
|
| 380 |
"codebook_sizes": [
|
| 381 |
256,
|
| 382 |
256
|
|
@@ -386,7 +1094,6 @@
|
|
| 386 |
8
|
| 387 |
],
|
| 388 |
"words_per_tile": 64,
|
| 389 |
-
"fit": "initial Hessian fit, no PV",
|
| 390 |
"production_ready": false,
|
| 391 |
"roundtrip": "all expert indices exact; 3 decoded weights/projection exact",
|
| 392 |
"requires_8x8_loader_kernel": true
|
|
|
|
| 164 |
"files": {
|
| 165 |
"w13": {
|
| 166 |
"file": "arvq-layer-012-gateup.safetensors",
|
| 167 |
+
"sha256": "6df83b59856088096afd5758119b3f94091bb858f2c248686a4d66099f9c67cc"
|
| 168 |
},
|
| 169 |
"w2": {
|
| 170 |
"file": "arvq-layer-012-down.safetensors",
|
| 171 |
+
"sha256": "c0b53462169d6262228accc853b9cdef433ef9b30725fd376b2385ed5e2a75a6"
|
| 172 |
}
|
| 173 |
},
|
| 174 |
"per_proj": {
|
|
|
|
| 372 |
"codebook_scope": "expert"
|
| 373 |
}
|
| 374 |
},
|
| 375 |
+
"format": "rvq256_256x8_expert_fp16block",
|
| 376 |
+
"fit": "sequential same_input-trajectory gradient PV; recipe=full_corpus_sequence_pass_v1; updates=30",
|
| 377 |
+
"pv_report": {
|
| 378 |
+
"layer": 12,
|
| 379 |
+
"target": "same_input",
|
| 380 |
+
"recipe": "full_corpus_sequence_pass_v1",
|
| 381 |
+
"block_scale_dtype": "fp16",
|
| 382 |
+
"batch_tokens": 262144,
|
| 383 |
+
"sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf",
|
| 384 |
+
"training_sequence_count": 14657,
|
| 385 |
+
"training_passes": 0.5240171180844249,
|
| 386 |
+
"training_tokens_seen": 7864320,
|
| 387 |
+
"adaptive_schedule": {
|
| 388 |
+
"best": 0.001638401368651591,
|
| 389 |
+
"drop_after": 20,
|
| 390 |
+
"relative_worsening": 0.001,
|
| 391 |
+
"checks": 3,
|
| 392 |
+
"patience_updates": 10,
|
| 393 |
+
"bad_checks": 3,
|
| 394 |
+
"last_best": 5,
|
| 395 |
+
"early_drop": true
|
| 396 |
+
},
|
| 397 |
+
"refinement": null,
|
| 398 |
+
"lr_decay_after": 25,
|
| 399 |
+
"lr_decay_factor": 0.25,
|
| 400 |
+
"export_only": false,
|
| 401 |
+
"training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed",
|
| 402 |
+
"codebook_lr": 0.048,
|
| 403 |
+
"scale_lr": 0.032,
|
| 404 |
+
"quantized_movement": {
|
| 405 |
+
"codebook_changed": 0,
|
| 406 |
+
"codebook_values": 1302528,
|
| 407 |
+
"scales_changed": 46683234,
|
| 408 |
+
"scale_values": 46891008
|
| 409 |
+
},
|
| 410 |
+
"initial_validation": {
|
| 411 |
+
"target_rel": 0.001724970232016128,
|
| 412 |
+
"reference_rel": 0.00842862196637447,
|
| 413 |
+
"boundary_rel": 0.043186360651910984,
|
| 414 |
+
"bulk_rel": 0.0017232373336494766,
|
| 415 |
+
"boundary_rows": 24,
|
| 416 |
+
"windows": [
|
| 417 |
+
{
|
| 418 |
+
"first_row": 8192,
|
| 419 |
+
"rows": 1024,
|
| 420 |
+
"reference_sse": 36.899078369140625,
|
| 421 |
+
"reference_energy": 821108.9375
|
| 422 |
+
},
|
| 423 |
+
{
|
| 424 |
+
"first_row": 9216,
|
| 425 |
+
"rows": 1024,
|
| 426 |
+
"reference_sse": 30.796049118041992,
|
| 427 |
+
"reference_energy": 396747.65625
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"first_row": 20480,
|
| 431 |
+
"rows": 1024,
|
| 432 |
+
"reference_sse": 27.40447425842285,
|
| 433 |
+
"reference_energy": 818167.625
|
| 434 |
+
},
|
| 435 |
+
{
|
| 436 |
+
"first_row": 21504,
|
| 437 |
+
"rows": 1024,
|
| 438 |
+
"reference_sse": 35.045494079589844,
|
| 439 |
+
"reference_energy": 360014.5625
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"first_row": 32768,
|
| 443 |
+
"rows": 1024,
|
| 444 |
+
"reference_sse": 38.29128646850586,
|
| 445 |
+
"reference_energy": 819806.875
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"first_row": 33792,
|
| 449 |
+
"rows": 1024,
|
| 450 |
+
"reference_sse": 61.15821838378906,
|
| 451 |
+
"reference_energy": 363914.6875
|
| 452 |
+
},
|
| 453 |
+
{
|
| 454 |
+
"first_row": 45056,
|
| 455 |
+
"rows": 1024,
|
| 456 |
+
"reference_sse": 41.69989013671875,
|
| 457 |
+
"reference_energy": 828903.875
|
| 458 |
+
},
|
| 459 |
+
{
|
| 460 |
+
"first_row": 46080,
|
| 461 |
+
"rows": 1024,
|
| 462 |
+
"reference_sse": 51.12065124511719,
|
| 463 |
+
"reference_energy": 803416.625
|
| 464 |
+
},
|
| 465 |
+
{
|
| 466 |
+
"first_row": 57344,
|
| 467 |
+
"rows": 1024,
|
| 468 |
+
"reference_sse": 62.489112854003906,
|
| 469 |
+
"reference_energy": 827245.875
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"first_row": 58368,
|
| 473 |
+
"rows": 1024,
|
| 474 |
+
"reference_sse": 28.04251480102539,
|
| 475 |
+
"reference_energy": 830340.6875
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"first_row": 69632,
|
| 479 |
+
"rows": 1024,
|
| 480 |
+
"reference_sse": 43.52790832519531,
|
| 481 |
+
"reference_energy": 809213.375
|
| 482 |
+
},
|
| 483 |
+
{
|
| 484 |
+
"first_row": 70656,
|
| 485 |
+
"rows": 1024,
|
| 486 |
+
"reference_sse": 44.71867370605469,
|
| 487 |
+
"reference_energy": 394843.78125
|
| 488 |
+
},
|
| 489 |
+
{
|
| 490 |
+
"first_row": 81920,
|
| 491 |
+
"rows": 1024,
|
| 492 |
+
"reference_sse": 41.67194366455078,
|
| 493 |
+
"reference_energy": 810729.625
|
| 494 |
+
},
|
| 495 |
+
{
|
| 496 |
+
"first_row": 82944,
|
| 497 |
+
"rows": 1024,
|
| 498 |
+
"reference_sse": 54.21881103515625,
|
| 499 |
+
"reference_energy": 392517.71875
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"first_row": 94208,
|
| 503 |
+
"rows": 1024,
|
| 504 |
+
"reference_sse": 83.33332061767578,
|
| 505 |
+
"reference_energy": 810302.625
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"first_row": 95232,
|
| 509 |
+
"rows": 1024,
|
| 510 |
+
"reference_sse": 64.59918975830078,
|
| 511 |
+
"reference_energy": 399762.65625
|
| 512 |
+
}
|
| 513 |
+
]
|
| 514 |
+
},
|
| 515 |
+
"final_validation": {
|
| 516 |
+
"target_rel": 0.001638401368651591,
|
| 517 |
+
"reference_rel": 0.008410572456259075,
|
| 518 |
+
"boundary_rel": 0.04252792756673782,
|
| 519 |
+
"bulk_rel": 0.0016366318402032602,
|
| 520 |
+
"boundary_rows": 24,
|
| 521 |
+
"windows": [
|
| 522 |
+
{
|
| 523 |
+
"first_row": 8192,
|
| 524 |
+
"rows": 1024,
|
| 525 |
+
"reference_sse": 36.39448547363281,
|
| 526 |
+
"reference_energy": 821108.9375
|
| 527 |
+
},
|
| 528 |
+
{
|
| 529 |
+
"first_row": 9216,
|
| 530 |
+
"rows": 1024,
|
| 531 |
+
"reference_sse": 30.671005249023438,
|
| 532 |
+
"reference_energy": 396747.65625
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"first_row": 20480,
|
| 536 |
+
"rows": 1024,
|
| 537 |
+
"reference_sse": 27.275222778320312,
|
| 538 |
+
"reference_energy": 818167.625
|
| 539 |
+
},
|
| 540 |
+
{
|
| 541 |
+
"first_row": 21504,
|
| 542 |
+
"rows": 1024,
|
| 543 |
+
"reference_sse": 34.9251823425293,
|
| 544 |
+
"reference_energy": 360014.5625
|
| 545 |
+
},
|
| 546 |
+
{
|
| 547 |
+
"first_row": 32768,
|
| 548 |
+
"rows": 1024,
|
| 549 |
+
"reference_sse": 38.12334442138672,
|
| 550 |
+
"reference_energy": 819806.875
|
| 551 |
+
},
|
| 552 |
+
{
|
| 553 |
+
"first_row": 33792,
|
| 554 |
+
"rows": 1024,
|
| 555 |
+
"reference_sse": 60.977718353271484,
|
| 556 |
+
"reference_energy": 363914.6875
|
| 557 |
+
},
|
| 558 |
+
{
|
| 559 |
+
"first_row": 45056,
|
| 560 |
+
"rows": 1024,
|
| 561 |
+
"reference_sse": 41.560726165771484,
|
| 562 |
+
"reference_energy": 828903.875
|
| 563 |
+
},
|
| 564 |
+
{
|
| 565 |
+
"first_row": 46080,
|
| 566 |
+
"rows": 1024,
|
| 567 |
+
"reference_sse": 50.952232360839844,
|
| 568 |
+
"reference_energy": 803416.625
|
| 569 |
+
},
|
| 570 |
+
{
|
| 571 |
+
"first_row": 57344,
|
| 572 |
+
"rows": 1024,
|
| 573 |
+
"reference_sse": 62.2952880859375,
|
| 574 |
+
"reference_energy": 827245.875
|
| 575 |
+
},
|
| 576 |
+
{
|
| 577 |
+
"first_row": 58368,
|
| 578 |
+
"rows": 1024,
|
| 579 |
+
"reference_sse": 27.910520553588867,
|
| 580 |
+
"reference_energy": 830340.6875
|
| 581 |
+
},
|
| 582 |
+
{
|
| 583 |
+
"first_row": 69632,
|
| 584 |
+
"rows": 1024,
|
| 585 |
+
"reference_sse": 43.43178176879883,
|
| 586 |
+
"reference_energy": 809213.375
|
| 587 |
+
},
|
| 588 |
+
{
|
| 589 |
+
"first_row": 70656,
|
| 590 |
+
"rows": 1024,
|
| 591 |
+
"reference_sse": 44.57292938232422,
|
| 592 |
+
"reference_energy": 394843.78125
|
| 593 |
+
},
|
| 594 |
+
{
|
| 595 |
+
"first_row": 81920,
|
| 596 |
+
"rows": 1024,
|
| 597 |
+
"reference_sse": 41.476585388183594,
|
| 598 |
+
"reference_energy": 810729.625
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"first_row": 82944,
|
| 602 |
+
"rows": 1024,
|
| 603 |
+
"reference_sse": 54.084835052490234,
|
| 604 |
+
"reference_energy": 392517.71875
|
| 605 |
+
},
|
| 606 |
+
{
|
| 607 |
+
"first_row": 94208,
|
| 608 |
+
"rows": 1024,
|
| 609 |
+
"reference_sse": 83.16818237304688,
|
| 610 |
+
"reference_energy": 810302.625
|
| 611 |
+
},
|
| 612 |
+
{
|
| 613 |
+
"first_row": 95232,
|
| 614 |
+
"rows": 1024,
|
| 615 |
+
"reference_sse": 64.0091552734375,
|
| 616 |
+
"reference_energy": 399762.65625
|
| 617 |
+
}
|
| 618 |
+
]
|
| 619 |
+
},
|
| 620 |
+
"initial_reasoning_validation": null,
|
| 621 |
+
"final_reasoning_validation": null,
|
| 622 |
+
"validation_distribution": "reasoning only",
|
| 623 |
+
"serialized_validation": {
|
| 624 |
+
"target_rel": 0.001638401368651591,
|
| 625 |
+
"reference_rel": 0.008410572456259075
|
| 626 |
+
},
|
| 627 |
+
"development_audit": {
|
| 628 |
+
"target_rel": 0.0032106415735743605,
|
| 629 |
+
"reference_rel": 0.01098135405361136,
|
| 630 |
+
"boundary_rel": 0.17472415938293312,
|
| 631 |
+
"bulk_rel": 0.0032003908501265672,
|
| 632 |
+
"boundary_rows": 10,
|
| 633 |
+
"windows": [
|
| 634 |
+
{
|
| 635 |
+
"first_row": 10240,
|
| 636 |
+
"rows": 1024,
|
| 637 |
+
"reference_sse": 154.82008361816406,
|
| 638 |
+
"reference_energy": 787143.375
|
| 639 |
+
},
|
| 640 |
+
{
|
| 641 |
+
"first_row": 11264,
|
| 642 |
+
"rows": 1024,
|
| 643 |
+
"reference_sse": 80.06448364257812,
|
| 644 |
+
"reference_energy": 820547.0
|
| 645 |
+
},
|
| 646 |
+
{
|
| 647 |
+
"first_row": 22528,
|
| 648 |
+
"rows": 1024,
|
| 649 |
+
"reference_sse": 107.90826416015625,
|
| 650 |
+
"reference_energy": 396872.96875
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"first_row": 23552,
|
| 654 |
+
"rows": 1024,
|
| 655 |
+
"reference_sse": 68.58158111572266,
|
| 656 |
+
"reference_energy": 390815.0625
|
| 657 |
+
},
|
| 658 |
+
{
|
| 659 |
+
"first_row": 34816,
|
| 660 |
+
"rows": 1024,
|
| 661 |
+
"reference_sse": 84.73702239990234,
|
| 662 |
+
"reference_energy": 815480.5625
|
| 663 |
+
},
|
| 664 |
+
{
|
| 665 |
+
"first_row": 35840,
|
| 666 |
+
"rows": 1024,
|
| 667 |
+
"reference_sse": 68.578125,
|
| 668 |
+
"reference_energy": 821560.125
|
| 669 |
+
},
|
| 670 |
+
{
|
| 671 |
+
"first_row": 47104,
|
| 672 |
+
"rows": 1024,
|
| 673 |
+
"reference_sse": 67.7733154296875,
|
| 674 |
+
"reference_energy": 372451.9375
|
| 675 |
+
},
|
| 676 |
+
{
|
| 677 |
+
"first_row": 48128,
|
| 678 |
+
"rows": 1024,
|
| 679 |
+
"reference_sse": 56.61925506591797,
|
| 680 |
+
"reference_energy": 393707.8125
|
| 681 |
+
},
|
| 682 |
+
{
|
| 683 |
+
"first_row": 59392,
|
| 684 |
+
"rows": 1024,
|
| 685 |
+
"reference_sse": 98.59184265136719,
|
| 686 |
+
"reference_energy": 795798.5625
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"first_row": 60416,
|
| 690 |
+
"rows": 1024,
|
| 691 |
+
"reference_sse": 65.82925415039062,
|
| 692 |
+
"reference_energy": 804106.5
|
| 693 |
+
},
|
| 694 |
+
{
|
| 695 |
+
"first_row": 71680,
|
| 696 |
+
"rows": 1024,
|
| 697 |
+
"reference_sse": 51.22522735595703,
|
| 698 |
+
"reference_energy": 812408.5625
|
| 699 |
+
},
|
| 700 |
+
{
|
| 701 |
+
"first_row": 72704,
|
| 702 |
+
"rows": 1024,
|
| 703 |
+
"reference_sse": 55.492774963378906,
|
| 704 |
+
"reference_energy": 820343.6875
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"first_row": 83968,
|
| 708 |
+
"rows": 1024,
|
| 709 |
+
"reference_sse": 89.78349304199219,
|
| 710 |
+
"reference_energy": 811370.375
|
| 711 |
+
},
|
| 712 |
+
{
|
| 713 |
+
"first_row": 84992,
|
| 714 |
+
"rows": 1024,
|
| 715 |
+
"reference_sse": 86.79808807373047,
|
| 716 |
+
"reference_energy": 380831.59375
|
| 717 |
+
},
|
| 718 |
+
{
|
| 719 |
+
"first_row": 96256,
|
| 720 |
+
"rows": 1024,
|
| 721 |
+
"reference_sse": 65.9693832397461,
|
| 722 |
+
"reference_energy": 388865.40625
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"first_row": 97280,
|
| 726 |
+
"rows": 1024,
|
| 727 |
+
"reference_sse": 55.661407470703125,
|
| 728 |
+
"reference_energy": 823322.75
|
| 729 |
+
}
|
| 730 |
+
]
|
| 731 |
+
},
|
| 732 |
+
"initial_development_audit": {
|
| 733 |
+
"target_rel": 0.0034279875044572247,
|
| 734 |
+
"reference_rel": 0.011081231774144489,
|
| 735 |
+
"boundary_rel": 0.19283001942618655,
|
| 736 |
+
"bulk_rel": 0.003416292302442697,
|
| 737 |
+
"boundary_rows": 10,
|
| 738 |
+
"windows": [
|
| 739 |
+
{
|
| 740 |
+
"first_row": 10240,
|
| 741 |
+
"rows": 1024,
|
| 742 |
+
"reference_sse": 156.37692260742188,
|
| 743 |
+
"reference_energy": 787143.375
|
| 744 |
+
},
|
| 745 |
+
{
|
| 746 |
+
"first_row": 11264,
|
| 747 |
+
"rows": 1024,
|
| 748 |
+
"reference_sse": 82.03767395019531,
|
| 749 |
+
"reference_energy": 820547.0
|
| 750 |
+
},
|
| 751 |
+
{
|
| 752 |
+
"first_row": 22528,
|
| 753 |
+
"rows": 1024,
|
| 754 |
+
"reference_sse": 110.61590576171875,
|
| 755 |
+
"reference_energy": 396872.96875
|
| 756 |
+
},
|
| 757 |
+
{
|
| 758 |
+
"first_row": 23552,
|
| 759 |
+
"rows": 1024,
|
| 760 |
+
"reference_sse": 69.59274291992188,
|
| 761 |
+
"reference_energy": 390815.0625
|
| 762 |
+
},
|
| 763 |
+
{
|
| 764 |
+
"first_row": 34816,
|
| 765 |
+
"rows": 1024,
|
| 766 |
+
"reference_sse": 85.63102722167969,
|
| 767 |
+
"reference_energy": 815480.5625
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"first_row": 35840,
|
| 771 |
+
"rows": 1024,
|
| 772 |
+
"reference_sse": 69.58378601074219,
|
| 773 |
+
"reference_energy": 821560.125
|
| 774 |
+
},
|
| 775 |
+
{
|
| 776 |
+
"first_row": 47104,
|
| 777 |
+
"rows": 1024,
|
| 778 |
+
"reference_sse": 69.31275939941406,
|
| 779 |
+
"reference_energy": 372451.9375
|
| 780 |
+
},
|
| 781 |
+
{
|
| 782 |
+
"first_row": 48128,
|
| 783 |
+
"rows": 1024,
|
| 784 |
+
"reference_sse": 57.88947296142578,
|
| 785 |
+
"reference_energy": 393707.8125
|
| 786 |
+
},
|
| 787 |
+
{
|
| 788 |
+
"first_row": 59392,
|
| 789 |
+
"rows": 1024,
|
| 790 |
+
"reference_sse": 99.90657806396484,
|
| 791 |
+
"reference_energy": 795798.5625
|
| 792 |
+
},
|
| 793 |
+
{
|
| 794 |
+
"first_row": 60416,
|
| 795 |
+
"rows": 1024,
|
| 796 |
+
"reference_sse": 67.02530670166016,
|
| 797 |
+
"reference_energy": 804106.5
|
| 798 |
+
},
|
| 799 |
+
{
|
| 800 |
+
"first_row": 71680,
|
| 801 |
+
"rows": 1024,
|
| 802 |
+
"reference_sse": 52.83930587768555,
|
| 803 |
+
"reference_energy": 812408.5625
|
| 804 |
+
},
|
| 805 |
+
{
|
| 806 |
+
"first_row": 72704,
|
| 807 |
+
"rows": 1024,
|
| 808 |
+
"reference_sse": 56.7578010559082,
|
| 809 |
+
"reference_energy": 820343.6875
|
| 810 |
+
},
|
| 811 |
+
{
|
| 812 |
+
"first_row": 83968,
|
| 813 |
+
"rows": 1024,
|
| 814 |
+
"reference_sse": 90.96084594726562,
|
| 815 |
+
"reference_energy": 811370.375
|
| 816 |
+
},
|
| 817 |
+
{
|
| 818 |
+
"first_row": 84992,
|
| 819 |
+
"rows": 1024,
|
| 820 |
+
"reference_sse": 88.5100326538086,
|
| 821 |
+
"reference_energy": 380831.59375
|
| 822 |
+
},
|
| 823 |
+
{
|
| 824 |
+
"first_row": 96256,
|
| 825 |
+
"rows": 1024,
|
| 826 |
+
"reference_sse": 67.24455261230469,
|
| 827 |
+
"reference_energy": 388865.40625
|
| 828 |
+
},
|
| 829 |
+
{
|
| 830 |
+
"first_row": 97280,
|
| 831 |
+
"rows": 1024,
|
| 832 |
+
"reference_sse": 57.14442443847656,
|
| 833 |
+
"reference_energy": 823322.75
|
| 834 |
+
}
|
| 835 |
+
]
|
| 836 |
+
},
|
| 837 |
+
"best_step": 5,
|
| 838 |
+
"steps_run": 30,
|
| 839 |
+
"history": [
|
| 840 |
+
{
|
| 841 |
+
"step": 5,
|
| 842 |
+
"validation": {
|
| 843 |
+
"target_rel": 0.001638401368651591,
|
| 844 |
+
"reference_rel": 0.008410572456259075,
|
| 845 |
+
"boundary_rel": 0.04252792756673782,
|
| 846 |
+
"bulk_rel": 0.0016366318402032602,
|
| 847 |
+
"boundary_rows": 24
|
| 848 |
+
},
|
| 849 |
+
"reasoning_validation": null,
|
| 850 |
+
"training_probe_rel": 0.39302144311674664,
|
| 851 |
+
"batch_loss": 0.15940036997199059,
|
| 852 |
+
"best_step": 5,
|
| 853 |
+
"overfit_checks": 0,
|
| 854 |
+
"seconds": 50.645888328552246,
|
| 855 |
+
"adaptive_schedule": {
|
| 856 |
+
"best": 0.001638401368651591,
|
| 857 |
+
"drop_after": 25,
|
| 858 |
+
"relative_worsening": 0.001,
|
| 859 |
+
"checks": 3,
|
| 860 |
+
"patience_updates": 10,
|
| 861 |
+
"bad_checks": 0,
|
| 862 |
+
"last_best": 5,
|
| 863 |
+
"early_drop": false
|
| 864 |
+
},
|
| 865 |
+
"adaptive_stop": false,
|
| 866 |
+
"quantized_movement": {
|
| 867 |
+
"codebook_changed": 0,
|
| 868 |
+
"codebook_values": 1302528,
|
| 869 |
+
"scales_changed": 46683234,
|
| 870 |
+
"scale_values": 46891008
|
| 871 |
+
}
|
| 872 |
+
},
|
| 873 |
+
{
|
| 874 |
+
"step": 10,
|
| 875 |
+
"validation": {
|
| 876 |
+
"target_rel": 0.0017220777995642057,
|
| 877 |
+
"reference_rel": 0.008426063579648776,
|
| 878 |
+
"boundary_rel": 0.04427667343689775,
|
| 879 |
+
"bulk_rel": 0.0017202530459754783,
|
| 880 |
+
"boundary_rows": 24
|
| 881 |
+
},
|
| 882 |
+
"reasoning_validation": null,
|
| 883 |
+
"training_probe_rel": 0.408078036072957,
|
| 884 |
+
"batch_loss": 0.1654685139656067,
|
| 885 |
+
"best_step": 5,
|
| 886 |
+
"overfit_checks": 0,
|
| 887 |
+
"seconds": 123.99947500228882,
|
| 888 |
+
"adaptive_schedule": {
|
| 889 |
+
"best": 0.001638401368651591,
|
| 890 |
+
"drop_after": 25,
|
| 891 |
+
"relative_worsening": 0.001,
|
| 892 |
+
"checks": 3,
|
| 893 |
+
"patience_updates": 10,
|
| 894 |
+
"bad_checks": 1,
|
| 895 |
+
"last_best": 5,
|
| 896 |
+
"early_drop": false
|
| 897 |
+
},
|
| 898 |
+
"adaptive_stop": false,
|
| 899 |
+
"quantized_movement": {
|
| 900 |
+
"codebook_changed": 26353,
|
| 901 |
+
"codebook_values": 1302528,
|
| 902 |
+
"scales_changed": 46705040,
|
| 903 |
+
"scale_values": 46891008
|
| 904 |
+
}
|
| 905 |
+
},
|
| 906 |
+
{
|
| 907 |
+
"step": 15,
|
| 908 |
+
"validation": {
|
| 909 |
+
"target_rel": 0.0017277375713587236,
|
| 910 |
+
"reference_rel": 0.008426796931314796,
|
| 911 |
+
"boundary_rel": 0.04451177430987435,
|
| 912 |
+
"bulk_rel": 0.0017258994094884645,
|
| 913 |
+
"boundary_rows": 24
|
| 914 |
+
},
|
| 915 |
+
"reasoning_validation": null,
|
| 916 |
+
"training_probe_rel": 0.4099716263600134,
|
| 917 |
+
"batch_loss": 0.1638270653784275,
|
| 918 |
+
"best_step": 5,
|
| 919 |
+
"overfit_checks": 0,
|
| 920 |
+
"seconds": 172.90783548355103,
|
| 921 |
+
"adaptive_schedule": {
|
| 922 |
+
"best": 0.001638401368651591,
|
| 923 |
+
"drop_after": 25,
|
| 924 |
+
"relative_worsening": 0.001,
|
| 925 |
+
"checks": 3,
|
| 926 |
+
"patience_updates": 10,
|
| 927 |
+
"bad_checks": 2,
|
| 928 |
+
"last_best": 5,
|
| 929 |
+
"early_drop": false
|
| 930 |
+
},
|
| 931 |
+
"adaptive_stop": false,
|
| 932 |
+
"quantized_movement": {
|
| 933 |
+
"codebook_changed": 27791,
|
| 934 |
+
"codebook_values": 1302528,
|
| 935 |
+
"scales_changed": 46726045,
|
| 936 |
+
"scale_values": 46891008
|
| 937 |
+
}
|
| 938 |
+
},
|
| 939 |
+
{
|
| 940 |
+
"step": 20,
|
| 941 |
+
"validation": {
|
| 942 |
+
"target_rel": 0.0017378365692263674,
|
| 943 |
+
"reference_rel": 0.008429337068196494,
|
| 944 |
+
"boundary_rel": 0.04482929992622252,
|
| 945 |
+
"bulk_rel": 0.0017359829072283452,
|
| 946 |
+
"boundary_rows": 24
|
| 947 |
+
},
|
| 948 |
+
"reasoning_validation": null,
|
| 949 |
+
"training_probe_rel": 0.4114544001635629,
|
| 950 |
+
"batch_loss": 0.1640959456562996,
|
| 951 |
+
"best_step": 5,
|
| 952 |
+
"overfit_checks": 0,
|
| 953 |
+
"seconds": 247.13740468025208,
|
| 954 |
+
"adaptive_schedule": {
|
| 955 |
+
"best": 0.001638401368651591,
|
| 956 |
+
"drop_after": 20,
|
| 957 |
+
"relative_worsening": 0.001,
|
| 958 |
+
"checks": 3,
|
| 959 |
+
"patience_updates": 10,
|
| 960 |
+
"bad_checks": 3,
|
| 961 |
+
"last_best": 5,
|
| 962 |
+
"early_drop": true
|
| 963 |
+
},
|
| 964 |
+
"adaptive_stop": false,
|
| 965 |
+
"quantized_movement": {
|
| 966 |
+
"codebook_changed": 32247,
|
| 967 |
+
"codebook_values": 1302528,
|
| 968 |
+
"scales_changed": 46743578,
|
| 969 |
+
"scale_values": 46891008
|
| 970 |
+
}
|
| 971 |
+
},
|
| 972 |
+
{
|
| 973 |
+
"step": 25,
|
| 974 |
+
"validation": {
|
| 975 |
+
"target_rel": 0.0016910748638608586,
|
| 976 |
+
"reference_rel": 0.008419431323526388,
|
| 977 |
+
"boundary_rel": 0.043881014596068954,
|
| 978 |
+
"bulk_rel": 0.0016892496452744032,
|
| 979 |
+
"boundary_rows": 24
|
| 980 |
+
},
|
| 981 |
+
"reasoning_validation": null,
|
| 982 |
+
"training_probe_rel": 0.4016681866740518,
|
| 983 |
+
"batch_loss": 0.1586984023451805,
|
| 984 |
+
"best_step": 5,
|
| 985 |
+
"overfit_checks": 0,
|
| 986 |
+
"seconds": 302.34157967567444,
|
| 987 |
+
"adaptive_schedule": {
|
| 988 |
+
"best": 0.001638401368651591,
|
| 989 |
+
"drop_after": 20,
|
| 990 |
+
"relative_worsening": 0.001,
|
| 991 |
+
"checks": 3,
|
| 992 |
+
"patience_updates": 10,
|
| 993 |
+
"bad_checks": 3,
|
| 994 |
+
"last_best": 5,
|
| 995 |
+
"early_drop": true
|
| 996 |
+
},
|
| 997 |
+
"adaptive_stop": false,
|
| 998 |
+
"quantized_movement": {
|
| 999 |
+
"codebook_changed": 14996,
|
| 1000 |
+
"codebook_values": 1302528,
|
| 1001 |
+
"scales_changed": 46745300,
|
| 1002 |
+
"scale_values": 46891008
|
| 1003 |
+
}
|
| 1004 |
+
},
|
| 1005 |
+
{
|
| 1006 |
+
"step": 30,
|
| 1007 |
+
"validation": {
|
| 1008 |
+
"target_rel": 0.001706408201559361,
|
| 1009 |
+
"reference_rel": 0.008422913282404168,
|
| 1010 |
+
"boundary_rel": 0.044356399247203665,
|
| 1011 |
+
"bulk_rel": 0.0017045599705716055,
|
| 1012 |
+
"boundary_rows": 24
|
| 1013 |
+
},
|
| 1014 |
+
"reasoning_validation": null,
|
| 1015 |
+
"training_probe_rel": 0.4044861793183181,
|
| 1016 |
+
"batch_loss": 0.15283476561307907,
|
| 1017 |
+
"best_step": 5,
|
| 1018 |
+
"overfit_checks": 0,
|
| 1019 |
+
"seconds": 371.7451937198639,
|
| 1020 |
+
"adaptive_schedule": {
|
| 1021 |
+
"best": 0.001638401368651591,
|
| 1022 |
+
"drop_after": 20,
|
| 1023 |
+
"relative_worsening": 0.001,
|
| 1024 |
+
"checks": 3,
|
| 1025 |
+
"patience_updates": 10,
|
| 1026 |
+
"bad_checks": 3,
|
| 1027 |
+
"last_best": 5,
|
| 1028 |
+
"early_drop": true
|
| 1029 |
+
},
|
| 1030 |
+
"adaptive_stop": true,
|
| 1031 |
+
"quantized_movement": {
|
| 1032 |
+
"codebook_changed": 21366,
|
| 1033 |
+
"codebook_values": 1302528,
|
| 1034 |
+
"scales_changed": 46745528,
|
| 1035 |
+
"scale_values": 46891008
|
| 1036 |
+
}
|
| 1037 |
+
}
|
| 1038 |
+
],
|
| 1039 |
+
"index_reassignments": [
|
| 1040 |
+
{
|
| 1041 |
+
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 1042 |
+
"proposals": 314,
|
| 1043 |
+
"accepted": 194,
|
| 1044 |
+
"changed_groups": 88543,
|
| 1045 |
+
"training_before": 18.24382781982422,
|
| 1046 |
+
"training_after": 18.155628204345703,
|
| 1047 |
+
"acceptance": "proposal and separate training check batches",
|
| 1048 |
+
"step": 10
|
| 1049 |
+
},
|
| 1050 |
+
{
|
| 1051 |
+
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 1052 |
+
"proposals": 314,
|
| 1053 |
+
"accepted": 196,
|
| 1054 |
+
"changed_groups": 100734,
|
| 1055 |
+
"training_before": 18.348670959472656,
|
| 1056 |
+
"training_after": 18.202194213867188,
|
| 1057 |
+
"acceptance": "proposal and separate training check batches",
|
| 1058 |
+
"step": 20
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 1062 |
+
"proposals": 316,
|
| 1063 |
+
"accepted": 176,
|
| 1064 |
+
"changed_groups": 61457,
|
| 1065 |
+
"training_before": 16.98227310180664,
|
| 1066 |
+
"training_after": 16.906471252441406,
|
| 1067 |
+
"acceptance": "proposal and separate training check batches",
|
| 1068 |
+
"step": 30
|
| 1069 |
+
}
|
| 1070 |
+
],
|
| 1071 |
+
"coverage_threshold": 256,
|
| 1072 |
+
"checkpoint_selection": "held-out original reference trajectory for both arms",
|
| 1073 |
+
"world_size": 8,
|
| 1074 |
+
"microbatch": 65536,
|
| 1075 |
+
"proposal_communication": "sparse routed rows",
|
| 1076 |
+
"parallelism": "expert-sharded coupled output",
|
| 1077 |
+
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
|
| 1078 |
+
"scope": "text-only, cached prompt partitions; historical audit is development only",
|
| 1079 |
+
"train_rows": 15007754,
|
| 1080 |
+
"validation_rows": 16384,
|
| 1081 |
+
"audit_rows": 16384,
|
| 1082 |
+
"complete": true
|
| 1083 |
+
},
|
| 1084 |
+
"version": 4,
|
| 1085 |
+
"block_scale_dtype": "float16",
|
| 1086 |
"codebook_scope": "expert",
|
| 1087 |
+
"bits": 2.125,
|
| 1088 |
"codebook_sizes": [
|
| 1089 |
256,
|
| 1090 |
256
|
|
|
|
| 1094 |
8
|
| 1095 |
],
|
| 1096 |
"words_per_tile": 64,
|
|
|
|
| 1097 |
"production_ready": false,
|
| 1098 |
"roundtrip": "all expert indices exact; 3 decoded weights/projection exact",
|
| 1099 |
"requires_8x8_loader_kernel": true
|
gates_report.json
CHANGED
|
@@ -102,8 +102,8 @@
|
|
| 102 |
"arvq-layer-075-down.safetensors": "c29ffd505a6dd10904a18907a0d8b313ba33fd4ae37c1751768227849cce5f8c",
|
| 103 |
"arvq-layer-004-gateup.safetensors": "ca0187b62c25827aed66787df2dc0e23eea3a3423a8b68eedc5837a226d3ab36",
|
| 104 |
"arvq-layer-004-down.safetensors": "ffff261c202f9c4768d557bb7d87e6afdbe14e6b8e2b8440a583687311288050",
|
| 105 |
-
"arvq-layer-012-gateup.safetensors": "
|
| 106 |
-
"arvq-layer-012-down.safetensors": "
|
| 107 |
"arvq-layer-020-gateup.safetensors": "1d6162d1eda8cc65a5333f3e1c73d1d5950a2dfba9b7b13305bc91353fabc9bc",
|
| 108 |
"arvq-layer-020-down.safetensors": "b11912f0d16ccf37e8ca883601f475328c922887289e9a9118ce47f7625c400a",
|
| 109 |
"arvq-layer-028-gateup.safetensors": "c05942ff9517746f7e2945c16c4f23362d2066ac7e993ff25d5d46930f1aa343",
|
|
|
|
| 102 |
"arvq-layer-075-down.safetensors": "c29ffd505a6dd10904a18907a0d8b313ba33fd4ae37c1751768227849cce5f8c",
|
| 103 |
"arvq-layer-004-gateup.safetensors": "ca0187b62c25827aed66787df2dc0e23eea3a3423a8b68eedc5837a226d3ab36",
|
| 104 |
"arvq-layer-004-down.safetensors": "ffff261c202f9c4768d557bb7d87e6afdbe14e6b8e2b8440a583687311288050",
|
| 105 |
+
"arvq-layer-012-gateup.safetensors": "6df83b59856088096afd5758119b3f94091bb858f2c248686a4d66099f9c67cc",
|
| 106 |
+
"arvq-layer-012-down.safetensors": "c0b53462169d6262228accc853b9cdef433ef9b30725fd376b2385ed5e2a75a6",
|
| 107 |
"arvq-layer-020-gateup.safetensors": "1d6162d1eda8cc65a5333f3e1c73d1d5950a2dfba9b7b13305bc91353fabc9bc",
|
| 108 |
"arvq-layer-020-down.safetensors": "b11912f0d16ccf37e8ca883601f475328c922887289e9a9118ce47f7625c400a",
|
| 109 |
"arvq-layer-028-gateup.safetensors": "c05942ff9517746f7e2945c16c4f23362d2066ac7e993ff25d5d46930f1aa343",
|
pv_layers/layer_012.json
CHANGED
|
@@ -1,722 +1,695 @@
|
|
| 1 |
{
|
| 2 |
"layer": 12,
|
| 3 |
-
"target": "
|
| 4 |
"recipe": "full_corpus_sequence_pass_v1",
|
|
|
|
| 5 |
"batch_tokens": 262144,
|
| 6 |
-
"sequence_order_sha256": "
|
| 7 |
-
"training_sequence_count":
|
| 8 |
-
"training_passes":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
"refinement": null,
|
| 10 |
-
"lr_decay_after":
|
| 11 |
"lr_decay_factor": 0.25,
|
| 12 |
"export_only": false,
|
| 13 |
"training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed",
|
| 14 |
"codebook_lr": 0.048,
|
| 15 |
"scale_lr": 0.032,
|
| 16 |
"quantized_movement": {
|
| 17 |
-
"codebook_changed":
|
| 18 |
-
"codebook_values":
|
| 19 |
-
"scales_changed":
|
| 20 |
-
"scale_values":
|
| 21 |
},
|
| 22 |
"initial_validation": {
|
| 23 |
-
"target_rel": 0.
|
| 24 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 25 |
"windows": [
|
| 26 |
{
|
| 27 |
-
"first_row":
|
| 28 |
"rows": 1024,
|
| 29 |
-
"reference_sse":
|
| 30 |
-
"reference_energy":
|
| 31 |
},
|
| 32 |
{
|
| 33 |
-
"first_row":
|
| 34 |
"rows": 1024,
|
| 35 |
-
"reference_sse":
|
| 36 |
-
"reference_energy":
|
| 37 |
},
|
| 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 |
},
|
| 124 |
"final_validation": {
|
| 125 |
-
"target_rel": 0.
|
| 126 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 127 |
"windows": [
|
| 128 |
{
|
| 129 |
-
"first_row":
|
| 130 |
"rows": 1024,
|
| 131 |
-
"reference_sse":
|
| 132 |
-
"reference_energy":
|
| 133 |
},
|
| 134 |
{
|
| 135 |
-
"first_row":
|
| 136 |
"rows": 1024,
|
| 137 |
-
"reference_sse":
|
| 138 |
-
"reference_energy":
|
| 139 |
},
|
| 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 |
},
|
|
|
|
|
|
|
|
|
|
| 226 |
"serialized_validation": {
|
| 227 |
-
"target_rel": 0.
|
| 228 |
-
"reference_rel": 0.
|
| 229 |
},
|
| 230 |
"development_audit": {
|
| 231 |
-
"target_rel": 0.
|
| 232 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 233 |
"windows": [
|
| 234 |
{
|
| 235 |
-
"first_row":
|
| 236 |
"rows": 1024,
|
| 237 |
-
"reference_sse":
|
| 238 |
-
"reference_energy":
|
| 239 |
},
|
| 240 |
{
|
| 241 |
-
"first_row":
|
| 242 |
"rows": 1024,
|
| 243 |
-
"reference_sse":
|
| 244 |
-
"reference_energy":
|
| 245 |
},
|
| 246 |
{
|
| 247 |
-
"first_row":
|
| 248 |
"rows": 1024,
|
| 249 |
-
"reference_sse":
|
| 250 |
-
"reference_energy":
|
| 251 |
},
|
| 252 |
{
|
| 253 |
-
"first_row":
|
| 254 |
"rows": 1024,
|
| 255 |
-
"reference_sse":
|
| 256 |
-
"reference_energy":
|
| 257 |
},
|
| 258 |
{
|
| 259 |
-
"first_row":
|
| 260 |
"rows": 1024,
|
| 261 |
-
"reference_sse":
|
| 262 |
-
"reference_energy":
|
| 263 |
},
|
| 264 |
{
|
| 265 |
-
"first_row":
|
| 266 |
"rows": 1024,
|
| 267 |
-
"reference_sse":
|
| 268 |
-
"reference_energy":
|
| 269 |
},
|
| 270 |
{
|
| 271 |
-
"first_row":
|
| 272 |
"rows": 1024,
|
| 273 |
-
"reference_sse":
|
| 274 |
-
"reference_energy":
|
| 275 |
},
|
| 276 |
{
|
| 277 |
-
"first_row":
|
| 278 |
"rows": 1024,
|
| 279 |
-
"reference_sse":
|
| 280 |
-
"reference_energy":
|
| 281 |
},
|
| 282 |
{
|
| 283 |
-
"first_row":
|
| 284 |
"rows": 1024,
|
| 285 |
-
"reference_sse":
|
| 286 |
-
"reference_energy":
|
| 287 |
},
|
| 288 |
{
|
| 289 |
-
"first_row":
|
| 290 |
"rows": 1024,
|
| 291 |
-
"reference_sse":
|
| 292 |
-
"reference_energy":
|
| 293 |
},
|
| 294 |
{
|
| 295 |
-
"first_row":
|
| 296 |
"rows": 1024,
|
| 297 |
-
"reference_sse":
|
| 298 |
-
"reference_energy":
|
| 299 |
},
|
| 300 |
{
|
| 301 |
-
"first_row":
|
| 302 |
"rows": 1024,
|
| 303 |
-
"reference_sse":
|
| 304 |
-
"reference_energy":
|
| 305 |
},
|
| 306 |
{
|
| 307 |
-
"first_row":
|
| 308 |
"rows": 1024,
|
| 309 |
-
"reference_sse":
|
| 310 |
-
"reference_energy":
|
| 311 |
},
|
| 312 |
{
|
| 313 |
-
"first_row":
|
| 314 |
"rows": 1024,
|
| 315 |
-
"reference_sse":
|
| 316 |
-
"reference_energy":
|
| 317 |
},
|
| 318 |
{
|
| 319 |
-
"first_row":
|
| 320 |
"rows": 1024,
|
| 321 |
-
"reference_sse":
|
| 322 |
-
"reference_energy":
|
| 323 |
},
|
| 324 |
{
|
| 325 |
-
"first_row":
|
| 326 |
"rows": 1024,
|
| 327 |
-
"reference_sse":
|
| 328 |
-
"reference_energy":
|
| 329 |
}
|
| 330 |
]
|
| 331 |
},
|
| 332 |
"initial_development_audit": {
|
| 333 |
-
"target_rel": 0.
|
| 334 |
-
"reference_rel": 0.
|
|
|
|
|
|
|
|
|
|
| 335 |
"windows": [
|
| 336 |
{
|
| 337 |
-
"first_row":
|
| 338 |
"rows": 1024,
|
| 339 |
-
"reference_sse":
|
| 340 |
-
"reference_energy":
|
| 341 |
},
|
| 342 |
{
|
| 343 |
-
"first_row":
|
| 344 |
"rows": 1024,
|
| 345 |
-
"reference_sse":
|
| 346 |
-
"reference_energy":
|
| 347 |
},
|
| 348 |
{
|
| 349 |
-
"first_row":
|
| 350 |
"rows": 1024,
|
| 351 |
-
"reference_sse":
|
| 352 |
-
"reference_energy":
|
| 353 |
},
|
| 354 |
{
|
| 355 |
-
"first_row":
|
| 356 |
"rows": 1024,
|
| 357 |
-
"reference_sse":
|
| 358 |
-
"reference_energy":
|
| 359 |
},
|
| 360 |
{
|
| 361 |
-
"first_row":
|
| 362 |
"rows": 1024,
|
| 363 |
-
"reference_sse":
|
| 364 |
-
"reference_energy":
|
| 365 |
},
|
| 366 |
{
|
| 367 |
-
"first_row":
|
| 368 |
"rows": 1024,
|
| 369 |
-
"reference_sse":
|
| 370 |
-
"reference_energy":
|
| 371 |
},
|
| 372 |
{
|
| 373 |
-
"first_row":
|
| 374 |
"rows": 1024,
|
| 375 |
-
"reference_sse":
|
| 376 |
-
"reference_energy":
|
| 377 |
},
|
| 378 |
{
|
| 379 |
-
"first_row":
|
| 380 |
"rows": 1024,
|
| 381 |
-
"reference_sse":
|
| 382 |
-
"reference_energy":
|
| 383 |
},
|
| 384 |
{
|
| 385 |
-
"first_row":
|
| 386 |
"rows": 1024,
|
| 387 |
-
"reference_sse":
|
| 388 |
-
"reference_energy":
|
| 389 |
},
|
| 390 |
{
|
| 391 |
-
"first_row":
|
| 392 |
"rows": 1024,
|
| 393 |
-
"reference_sse":
|
| 394 |
-
"reference_energy":
|
| 395 |
},
|
| 396 |
{
|
| 397 |
-
"first_row":
|
| 398 |
"rows": 1024,
|
| 399 |
-
"reference_sse":
|
| 400 |
-
"reference_energy":
|
| 401 |
},
|
| 402 |
{
|
| 403 |
-
"first_row":
|
| 404 |
"rows": 1024,
|
| 405 |
-
"reference_sse":
|
| 406 |
-
"reference_energy":
|
| 407 |
},
|
| 408 |
{
|
| 409 |
-
"first_row":
|
| 410 |
"rows": 1024,
|
| 411 |
-
"reference_sse":
|
| 412 |
-
"reference_energy":
|
| 413 |
},
|
| 414 |
{
|
| 415 |
-
"first_row":
|
| 416 |
"rows": 1024,
|
| 417 |
-
"reference_sse":
|
| 418 |
-
"reference_energy":
|
| 419 |
},
|
| 420 |
{
|
| 421 |
-
"first_row":
|
| 422 |
"rows": 1024,
|
| 423 |
-
"reference_sse":
|
| 424 |
-
"reference_energy":
|
| 425 |
},
|
| 426 |
{
|
| 427 |
-
"first_row":
|
| 428 |
"rows": 1024,
|
| 429 |
-
"reference_sse":
|
| 430 |
-
"reference_energy":
|
| 431 |
}
|
| 432 |
]
|
| 433 |
},
|
| 434 |
-
"best_step":
|
| 435 |
-
"steps_run":
|
| 436 |
"history": [
|
| 437 |
{
|
| 438 |
"step": 5,
|
| 439 |
"validation": {
|
| 440 |
-
"target_rel": 0.
|
| 441 |
-
"reference_rel": 0.
|
| 442 |
-
|
| 443 |
-
|
| 444 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 445 |
"best_step": 5,
|
| 446 |
"overfit_checks": 0,
|
| 447 |
-
"seconds":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 448 |
"quantized_movement": {
|
| 449 |
"codebook_changed": 0,
|
| 450 |
-
"codebook_values":
|
| 451 |
-
"scales_changed":
|
| 452 |
-
"scale_values":
|
| 453 |
}
|
| 454 |
},
|
| 455 |
{
|
| 456 |
"step": 10,
|
| 457 |
"validation": {
|
| 458 |
-
"target_rel": 0.
|
| 459 |
-
"reference_rel": 0.
|
| 460 |
-
|
| 461 |
-
|
| 462 |
-
|
| 463 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 464 |
"overfit_checks": 0,
|
| 465 |
-
"seconds":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 466 |
"quantized_movement": {
|
| 467 |
-
"codebook_changed":
|
| 468 |
-
"codebook_values":
|
| 469 |
-
"scales_changed":
|
| 470 |
-
"scale_values":
|
| 471 |
}
|
| 472 |
},
|
| 473 |
{
|
| 474 |
"step": 15,
|
| 475 |
"validation": {
|
| 476 |
-
"target_rel": 0.
|
| 477 |
-
"reference_rel": 0.
|
| 478 |
-
|
| 479 |
-
|
| 480 |
-
|
| 481 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 482 |
"overfit_checks": 0,
|
| 483 |
-
"seconds":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 484 |
"quantized_movement": {
|
| 485 |
-
"codebook_changed":
|
| 486 |
-
"codebook_values":
|
| 487 |
-
"scales_changed":
|
| 488 |
-
"scale_values":
|
| 489 |
}
|
| 490 |
},
|
| 491 |
{
|
| 492 |
"step": 20,
|
| 493 |
"validation": {
|
| 494 |
-
"target_rel": 0.
|
| 495 |
-
"reference_rel": 0.
|
| 496 |
-
|
| 497 |
-
|
| 498 |
-
|
| 499 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 500 |
"overfit_checks": 0,
|
| 501 |
-
"seconds":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 502 |
"quantized_movement": {
|
| 503 |
-
"codebook_changed":
|
| 504 |
-
"codebook_values":
|
| 505 |
-
"scales_changed":
|
| 506 |
-
"scale_values":
|
| 507 |
}
|
| 508 |
},
|
| 509 |
{
|
| 510 |
"step": 25,
|
| 511 |
"validation": {
|
| 512 |
-
"target_rel": 0.
|
| 513 |
-
"reference_rel": 0.
|
| 514 |
-
|
| 515 |
-
|
| 516 |
-
|
| 517 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 518 |
"overfit_checks": 0,
|
| 519 |
-
"seconds":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 520 |
"quantized_movement": {
|
| 521 |
-
"codebook_changed":
|
| 522 |
-
"codebook_values":
|
| 523 |
-
"scales_changed":
|
| 524 |
-
"scale_values":
|
| 525 |
}
|
| 526 |
},
|
| 527 |
{
|
| 528 |
"step": 30,
|
| 529 |
"validation": {
|
| 530 |
-
"target_rel": 0.
|
| 531 |
-
"reference_rel": 0.
|
| 532 |
-
|
| 533 |
-
|
| 534 |
-
|
| 535 |
-
|
| 536 |
-
"
|
| 537 |
-
"
|
| 538 |
-
"
|
| 539 |
-
|
| 540 |
-
"codebook_values": 1376256,
|
| 541 |
-
"scales_changed": 33693477,
|
| 542 |
-
"scale_values": 49545216
|
| 543 |
-
}
|
| 544 |
-
},
|
| 545 |
-
{
|
| 546 |
-
"step": 35,
|
| 547 |
-
"validation": {
|
| 548 |
-
"target_rel": 0.009364725285465527,
|
| 549 |
-
"reference_rel": 0.009364725285465527
|
| 550 |
-
},
|
| 551 |
-
"training_probe_rel": 0.8234759443685673,
|
| 552 |
-
"batch_loss": 0.5899160653352737,
|
| 553 |
-
"best_step": 35,
|
| 554 |
-
"overfit_checks": 0,
|
| 555 |
-
"seconds": 353.3822433948517,
|
| 556 |
-
"quantized_movement": {
|
| 557 |
-
"codebook_changed": 12167,
|
| 558 |
-
"codebook_values": 1376256,
|
| 559 |
-
"scales_changed": 34522899,
|
| 560 |
-
"scale_values": 49545216
|
| 561 |
-
}
|
| 562 |
-
},
|
| 563 |
-
{
|
| 564 |
-
"step": 40,
|
| 565 |
-
"validation": {
|
| 566 |
-
"target_rel": 0.009364594717713842,
|
| 567 |
-
"reference_rel": 0.009364594717713842
|
| 568 |
-
},
|
| 569 |
-
"training_probe_rel": 0.8231857040181864,
|
| 570 |
-
"batch_loss": 0.5077886134386063,
|
| 571 |
-
"best_step": 40,
|
| 572 |
-
"overfit_checks": 0,
|
| 573 |
-
"seconds": 415.62809586524963,
|
| 574 |
-
"quantized_movement": {
|
| 575 |
-
"codebook_changed": 10772,
|
| 576 |
-
"codebook_values": 1376256,
|
| 577 |
-
"scales_changed": 35162002,
|
| 578 |
-
"scale_values": 49545216
|
| 579 |
-
}
|
| 580 |
-
},
|
| 581 |
-
{
|
| 582 |
-
"step": 45,
|
| 583 |
-
"validation": {
|
| 584 |
-
"target_rel": 0.009362339362348699,
|
| 585 |
-
"reference_rel": 0.009362339362348699
|
| 586 |
-
},
|
| 587 |
-
"training_probe_rel": 0.8217801395498515,
|
| 588 |
-
"batch_loss": 0.5472124814987183,
|
| 589 |
-
"best_step": 45,
|
| 590 |
-
"overfit_checks": 0,
|
| 591 |
-
"seconds": 472.94184732437134,
|
| 592 |
-
"quantized_movement": {
|
| 593 |
-
"codebook_changed": 9528,
|
| 594 |
-
"codebook_values": 1376256,
|
| 595 |
-
"scales_changed": 35675546,
|
| 596 |
-
"scale_values": 49545216
|
| 597 |
-
}
|
| 598 |
-
},
|
| 599 |
-
{
|
| 600 |
-
"step": 50,
|
| 601 |
-
"validation": {
|
| 602 |
-
"target_rel": 0.009360057355222875,
|
| 603 |
-
"reference_rel": 0.009360057355222875
|
| 604 |
-
},
|
| 605 |
-
"training_probe_rel": 0.8214013112336339,
|
| 606 |
-
"batch_loss": 0.47964654117822647,
|
| 607 |
-
"best_step": 50,
|
| 608 |
-
"overfit_checks": 0,
|
| 609 |
-
"seconds": 520.1593027114868,
|
| 610 |
-
"quantized_movement": {
|
| 611 |
-
"codebook_changed": 6368,
|
| 612 |
-
"codebook_values": 1376256,
|
| 613 |
-
"scales_changed": 35773675,
|
| 614 |
-
"scale_values": 49545216
|
| 615 |
-
}
|
| 616 |
-
},
|
| 617 |
-
{
|
| 618 |
-
"step": 55,
|
| 619 |
-
"validation": {
|
| 620 |
-
"target_rel": 0.009360179343705841,
|
| 621 |
-
"reference_rel": 0.009360179343705841
|
| 622 |
-
},
|
| 623 |
-
"training_probe_rel": 0.8206748379602494,
|
| 624 |
-
"batch_loss": 0.47744932770729065,
|
| 625 |
-
"best_step": 50,
|
| 626 |
-
"overfit_checks": 0,
|
| 627 |
-
"seconds": 570.6238782405853,
|
| 628 |
-
"quantized_movement": {
|
| 629 |
-
"codebook_changed": 6416,
|
| 630 |
-
"codebook_values": 1376256,
|
| 631 |
-
"scales_changed": 35856293,
|
| 632 |
-
"scale_values": 49545216
|
| 633 |
-
}
|
| 634 |
-
},
|
| 635 |
-
{
|
| 636 |
-
"step": 60,
|
| 637 |
-
"validation": {
|
| 638 |
-
"target_rel": 0.009360512018608498,
|
| 639 |
-
"reference_rel": 0.009360512018608498
|
| 640 |
-
},
|
| 641 |
-
"training_probe_rel": 0.8194238681951908,
|
| 642 |
-
"batch_loss": 0.5347097888588905,
|
| 643 |
-
"best_step": 50,
|
| 644 |
-
"overfit_checks": 0,
|
| 645 |
-
"seconds": 642.3767509460449,
|
| 646 |
-
"quantized_movement": {
|
| 647 |
-
"codebook_changed": 6254,
|
| 648 |
-
"codebook_values": 1376256,
|
| 649 |
-
"scales_changed": 35922566,
|
| 650 |
-
"scale_values": 49545216
|
| 651 |
-
}
|
| 652 |
-
},
|
| 653 |
-
{
|
| 654 |
-
"step": 65,
|
| 655 |
-
"validation": {
|
| 656 |
-
"target_rel": 0.00936056383337665,
|
| 657 |
-
"reference_rel": 0.00936056383337665
|
| 658 |
-
},
|
| 659 |
-
"training_probe_rel": 0.8199384280825802,
|
| 660 |
-
"batch_loss": 0.4711581915616989,
|
| 661 |
-
"best_step": 50,
|
| 662 |
-
"overfit_checks": 0,
|
| 663 |
-
"seconds": 695.8946185112,
|
| 664 |
-
"quantized_movement": {
|
| 665 |
-
"codebook_changed": 6486,
|
| 666 |
-
"codebook_values": 1376256,
|
| 667 |
-
"scales_changed": 35980262,
|
| 668 |
-
"scale_values": 49545216
|
| 669 |
-
}
|
| 670 |
-
},
|
| 671 |
-
{
|
| 672 |
-
"step": 69,
|
| 673 |
-
"validation": {
|
| 674 |
-
"target_rel": 0.009360256134711309,
|
| 675 |
-
"reference_rel": 0.009360256134711309
|
| 676 |
-
},
|
| 677 |
-
"training_probe_rel": 0.8206107065001511,
|
| 678 |
-
"batch_loss": 0.48906347155570984,
|
| 679 |
-
"best_step": 50,
|
| 680 |
"overfit_checks": 0,
|
| 681 |
-
"seconds":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 682 |
"quantized_movement": {
|
| 683 |
-
"codebook_changed":
|
| 684 |
-
"codebook_values":
|
| 685 |
-
"scales_changed":
|
| 686 |
-
"scale_values":
|
| 687 |
}
|
| 688 |
}
|
| 689 |
],
|
| 690 |
"index_reassignments": [
|
| 691 |
{
|
| 692 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 693 |
-
"proposals":
|
| 694 |
-
"accepted":
|
| 695 |
-
"changed_groups":
|
| 696 |
-
"training_before":
|
| 697 |
-
"training_after":
|
| 698 |
"acceptance": "proposal and separate training check batches",
|
| 699 |
-
"step":
|
| 700 |
},
|
| 701 |
{
|
| 702 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 703 |
-
"proposals":
|
| 704 |
-
"accepted":
|
| 705 |
-
"changed_groups":
|
| 706 |
-
"training_before":
|
| 707 |
-
"training_after":
|
| 708 |
"acceptance": "proposal and separate training check batches",
|
| 709 |
-
"step":
|
| 710 |
},
|
| 711 |
{
|
| 712 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 713 |
-
"proposals":
|
| 714 |
-
"accepted":
|
| 715 |
-
"changed_groups":
|
| 716 |
-
"training_before":
|
| 717 |
-
"training_after":
|
| 718 |
"acceptance": "proposal and separate training check batches",
|
| 719 |
-
"step":
|
| 720 |
}
|
| 721 |
],
|
| 722 |
"coverage_threshold": 256,
|
|
@@ -727,7 +700,7 @@
|
|
| 727 |
"parallelism": "expert-sharded coupled output",
|
| 728 |
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
|
| 729 |
"scope": "text-only, cached prompt partitions; historical audit is development only",
|
| 730 |
-
"train_rows":
|
| 731 |
"validation_rows": 16384,
|
| 732 |
"audit_rows": 16384,
|
| 733 |
"complete": true
|
|
|
|
| 1 |
{
|
| 2 |
"layer": 12,
|
| 3 |
+
"target": "same_input",
|
| 4 |
"recipe": "full_corpus_sequence_pass_v1",
|
| 5 |
+
"block_scale_dtype": "fp16",
|
| 6 |
"batch_tokens": 262144,
|
| 7 |
+
"sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf",
|
| 8 |
+
"training_sequence_count": 14657,
|
| 9 |
+
"training_passes": 0.5240171180844249,
|
| 10 |
+
"training_tokens_seen": 7864320,
|
| 11 |
+
"adaptive_schedule": {
|
| 12 |
+
"best": 0.001638401368651591,
|
| 13 |
+
"drop_after": 20,
|
| 14 |
+
"relative_worsening": 0.001,
|
| 15 |
+
"checks": 3,
|
| 16 |
+
"patience_updates": 10,
|
| 17 |
+
"bad_checks": 3,
|
| 18 |
+
"last_best": 5,
|
| 19 |
+
"early_drop": true
|
| 20 |
+
},
|
| 21 |
"refinement": null,
|
| 22 |
+
"lr_decay_after": 25,
|
| 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": 0,
|
| 30 |
+
"codebook_values": 1302528,
|
| 31 |
+
"scales_changed": 46683234,
|
| 32 |
+
"scale_values": 46891008
|
| 33 |
},
|
| 34 |
"initial_validation": {
|
| 35 |
+
"target_rel": 0.001724970232016128,
|
| 36 |
+
"reference_rel": 0.00842862196637447,
|
| 37 |
+
"boundary_rel": 0.043186360651910984,
|
| 38 |
+
"bulk_rel": 0.0017232373336494766,
|
| 39 |
+
"boundary_rows": 24,
|
| 40 |
"windows": [
|
| 41 |
{
|
| 42 |
+
"first_row": 8192,
|
| 43 |
"rows": 1024,
|
| 44 |
+
"reference_sse": 36.899078369140625,
|
| 45 |
+
"reference_energy": 821108.9375
|
| 46 |
},
|
| 47 |
{
|
| 48 |
+
"first_row": 9216,
|
| 49 |
"rows": 1024,
|
| 50 |
+
"reference_sse": 30.796049118041992,
|
| 51 |
+
"reference_energy": 396747.65625
|
| 52 |
},
|
| 53 |
{
|
| 54 |
+
"first_row": 20480,
|
| 55 |
"rows": 1024,
|
| 56 |
+
"reference_sse": 27.40447425842285,
|
| 57 |
+
"reference_energy": 818167.625
|
| 58 |
},
|
| 59 |
{
|
| 60 |
+
"first_row": 21504,
|
| 61 |
"rows": 1024,
|
| 62 |
+
"reference_sse": 35.045494079589844,
|
| 63 |
+
"reference_energy": 360014.5625
|
| 64 |
},
|
| 65 |
{
|
| 66 |
+
"first_row": 32768,
|
| 67 |
"rows": 1024,
|
| 68 |
+
"reference_sse": 38.29128646850586,
|
| 69 |
+
"reference_energy": 819806.875
|
| 70 |
},
|
| 71 |
{
|
| 72 |
+
"first_row": 33792,
|
| 73 |
"rows": 1024,
|
| 74 |
+
"reference_sse": 61.15821838378906,
|
| 75 |
+
"reference_energy": 363914.6875
|
| 76 |
},
|
| 77 |
{
|
| 78 |
+
"first_row": 45056,
|
| 79 |
"rows": 1024,
|
| 80 |
+
"reference_sse": 41.69989013671875,
|
| 81 |
+
"reference_energy": 828903.875
|
| 82 |
},
|
| 83 |
{
|
| 84 |
+
"first_row": 46080,
|
| 85 |
"rows": 1024,
|
| 86 |
+
"reference_sse": 51.12065124511719,
|
| 87 |
+
"reference_energy": 803416.625
|
| 88 |
},
|
| 89 |
{
|
| 90 |
+
"first_row": 57344,
|
| 91 |
"rows": 1024,
|
| 92 |
+
"reference_sse": 62.489112854003906,
|
| 93 |
+
"reference_energy": 827245.875
|
| 94 |
},
|
| 95 |
{
|
| 96 |
+
"first_row": 58368,
|
| 97 |
"rows": 1024,
|
| 98 |
+
"reference_sse": 28.04251480102539,
|
| 99 |
+
"reference_energy": 830340.6875
|
| 100 |
},
|
| 101 |
{
|
| 102 |
+
"first_row": 69632,
|
| 103 |
"rows": 1024,
|
| 104 |
+
"reference_sse": 43.52790832519531,
|
| 105 |
+
"reference_energy": 809213.375
|
| 106 |
},
|
| 107 |
{
|
| 108 |
+
"first_row": 70656,
|
| 109 |
"rows": 1024,
|
| 110 |
+
"reference_sse": 44.71867370605469,
|
| 111 |
+
"reference_energy": 394843.78125
|
| 112 |
},
|
| 113 |
{
|
| 114 |
+
"first_row": 81920,
|
| 115 |
"rows": 1024,
|
| 116 |
+
"reference_sse": 41.67194366455078,
|
| 117 |
+
"reference_energy": 810729.625
|
| 118 |
},
|
| 119 |
{
|
| 120 |
+
"first_row": 82944,
|
| 121 |
"rows": 1024,
|
| 122 |
+
"reference_sse": 54.21881103515625,
|
| 123 |
+
"reference_energy": 392517.71875
|
| 124 |
},
|
| 125 |
{
|
| 126 |
+
"first_row": 94208,
|
| 127 |
"rows": 1024,
|
| 128 |
+
"reference_sse": 83.33332061767578,
|
| 129 |
+
"reference_energy": 810302.625
|
| 130 |
},
|
| 131 |
{
|
| 132 |
+
"first_row": 95232,
|
| 133 |
"rows": 1024,
|
| 134 |
+
"reference_sse": 64.59918975830078,
|
| 135 |
+
"reference_energy": 399762.65625
|
| 136 |
}
|
| 137 |
]
|
| 138 |
},
|
| 139 |
"final_validation": {
|
| 140 |
+
"target_rel": 0.001638401368651591,
|
| 141 |
+
"reference_rel": 0.008410572456259075,
|
| 142 |
+
"boundary_rel": 0.04252792756673782,
|
| 143 |
+
"bulk_rel": 0.0016366318402032602,
|
| 144 |
+
"boundary_rows": 24,
|
| 145 |
"windows": [
|
| 146 |
{
|
| 147 |
+
"first_row": 8192,
|
| 148 |
"rows": 1024,
|
| 149 |
+
"reference_sse": 36.39448547363281,
|
| 150 |
+
"reference_energy": 821108.9375
|
| 151 |
},
|
| 152 |
{
|
| 153 |
+
"first_row": 9216,
|
| 154 |
"rows": 1024,
|
| 155 |
+
"reference_sse": 30.671005249023438,
|
| 156 |
+
"reference_energy": 396747.65625
|
| 157 |
},
|
| 158 |
{
|
| 159 |
+
"first_row": 20480,
|
| 160 |
"rows": 1024,
|
| 161 |
+
"reference_sse": 27.275222778320312,
|
| 162 |
+
"reference_energy": 818167.625
|
| 163 |
},
|
| 164 |
{
|
| 165 |
+
"first_row": 21504,
|
| 166 |
"rows": 1024,
|
| 167 |
+
"reference_sse": 34.9251823425293,
|
| 168 |
+
"reference_energy": 360014.5625
|
| 169 |
},
|
| 170 |
{
|
| 171 |
+
"first_row": 32768,
|
| 172 |
"rows": 1024,
|
| 173 |
+
"reference_sse": 38.12334442138672,
|
| 174 |
+
"reference_energy": 819806.875
|
| 175 |
},
|
| 176 |
{
|
| 177 |
+
"first_row": 33792,
|
| 178 |
"rows": 1024,
|
| 179 |
+
"reference_sse": 60.977718353271484,
|
| 180 |
+
"reference_energy": 363914.6875
|
| 181 |
},
|
| 182 |
{
|
| 183 |
+
"first_row": 45056,
|
| 184 |
"rows": 1024,
|
| 185 |
+
"reference_sse": 41.560726165771484,
|
| 186 |
+
"reference_energy": 828903.875
|
| 187 |
},
|
| 188 |
{
|
| 189 |
+
"first_row": 46080,
|
| 190 |
"rows": 1024,
|
| 191 |
+
"reference_sse": 50.952232360839844,
|
| 192 |
+
"reference_energy": 803416.625
|
| 193 |
},
|
| 194 |
{
|
| 195 |
+
"first_row": 57344,
|
| 196 |
"rows": 1024,
|
| 197 |
+
"reference_sse": 62.2952880859375,
|
| 198 |
+
"reference_energy": 827245.875
|
| 199 |
},
|
| 200 |
{
|
| 201 |
+
"first_row": 58368,
|
| 202 |
"rows": 1024,
|
| 203 |
+
"reference_sse": 27.910520553588867,
|
| 204 |
+
"reference_energy": 830340.6875
|
| 205 |
},
|
| 206 |
{
|
| 207 |
+
"first_row": 69632,
|
| 208 |
"rows": 1024,
|
| 209 |
+
"reference_sse": 43.43178176879883,
|
| 210 |
+
"reference_energy": 809213.375
|
| 211 |
},
|
| 212 |
{
|
| 213 |
+
"first_row": 70656,
|
| 214 |
"rows": 1024,
|
| 215 |
+
"reference_sse": 44.57292938232422,
|
| 216 |
+
"reference_energy": 394843.78125
|
| 217 |
},
|
| 218 |
{
|
| 219 |
+
"first_row": 81920,
|
| 220 |
"rows": 1024,
|
| 221 |
+
"reference_sse": 41.476585388183594,
|
| 222 |
+
"reference_energy": 810729.625
|
| 223 |
},
|
| 224 |
{
|
| 225 |
+
"first_row": 82944,
|
| 226 |
"rows": 1024,
|
| 227 |
+
"reference_sse": 54.084835052490234,
|
| 228 |
+
"reference_energy": 392517.71875
|
| 229 |
},
|
| 230 |
{
|
| 231 |
+
"first_row": 94208,
|
| 232 |
"rows": 1024,
|
| 233 |
+
"reference_sse": 83.16818237304688,
|
| 234 |
+
"reference_energy": 810302.625
|
| 235 |
},
|
| 236 |
{
|
| 237 |
+
"first_row": 95232,
|
| 238 |
"rows": 1024,
|
| 239 |
+
"reference_sse": 64.0091552734375,
|
| 240 |
+
"reference_energy": 399762.65625
|
| 241 |
}
|
| 242 |
]
|
| 243 |
},
|
| 244 |
+
"initial_reasoning_validation": null,
|
| 245 |
+
"final_reasoning_validation": null,
|
| 246 |
+
"validation_distribution": "reasoning only",
|
| 247 |
"serialized_validation": {
|
| 248 |
+
"target_rel": 0.001638401368651591,
|
| 249 |
+
"reference_rel": 0.008410572456259075
|
| 250 |
},
|
| 251 |
"development_audit": {
|
| 252 |
+
"target_rel": 0.0032106415735743605,
|
| 253 |
+
"reference_rel": 0.01098135405361136,
|
| 254 |
+
"boundary_rel": 0.17472415938293312,
|
| 255 |
+
"bulk_rel": 0.0032003908501265672,
|
| 256 |
+
"boundary_rows": 10,
|
| 257 |
"windows": [
|
| 258 |
{
|
| 259 |
+
"first_row": 10240,
|
| 260 |
"rows": 1024,
|
| 261 |
+
"reference_sse": 154.82008361816406,
|
| 262 |
+
"reference_energy": 787143.375
|
| 263 |
},
|
| 264 |
{
|
| 265 |
+
"first_row": 11264,
|
| 266 |
"rows": 1024,
|
| 267 |
+
"reference_sse": 80.06448364257812,
|
| 268 |
+
"reference_energy": 820547.0
|
| 269 |
},
|
| 270 |
{
|
| 271 |
+
"first_row": 22528,
|
| 272 |
"rows": 1024,
|
| 273 |
+
"reference_sse": 107.90826416015625,
|
| 274 |
+
"reference_energy": 396872.96875
|
| 275 |
},
|
| 276 |
{
|
| 277 |
+
"first_row": 23552,
|
| 278 |
"rows": 1024,
|
| 279 |
+
"reference_sse": 68.58158111572266,
|
| 280 |
+
"reference_energy": 390815.0625
|
| 281 |
},
|
| 282 |
{
|
| 283 |
+
"first_row": 34816,
|
| 284 |
"rows": 1024,
|
| 285 |
+
"reference_sse": 84.73702239990234,
|
| 286 |
+
"reference_energy": 815480.5625
|
| 287 |
},
|
| 288 |
{
|
| 289 |
+
"first_row": 35840,
|
| 290 |
"rows": 1024,
|
| 291 |
+
"reference_sse": 68.578125,
|
| 292 |
+
"reference_energy": 821560.125
|
| 293 |
},
|
| 294 |
{
|
| 295 |
+
"first_row": 47104,
|
| 296 |
"rows": 1024,
|
| 297 |
+
"reference_sse": 67.7733154296875,
|
| 298 |
+
"reference_energy": 372451.9375
|
| 299 |
},
|
| 300 |
{
|
| 301 |
+
"first_row": 48128,
|
| 302 |
"rows": 1024,
|
| 303 |
+
"reference_sse": 56.61925506591797,
|
| 304 |
+
"reference_energy": 393707.8125
|
| 305 |
},
|
| 306 |
{
|
| 307 |
+
"first_row": 59392,
|
| 308 |
"rows": 1024,
|
| 309 |
+
"reference_sse": 98.59184265136719,
|
| 310 |
+
"reference_energy": 795798.5625
|
| 311 |
},
|
| 312 |
{
|
| 313 |
+
"first_row": 60416,
|
| 314 |
"rows": 1024,
|
| 315 |
+
"reference_sse": 65.82925415039062,
|
| 316 |
+
"reference_energy": 804106.5
|
| 317 |
},
|
| 318 |
{
|
| 319 |
+
"first_row": 71680,
|
| 320 |
"rows": 1024,
|
| 321 |
+
"reference_sse": 51.22522735595703,
|
| 322 |
+
"reference_energy": 812408.5625
|
| 323 |
},
|
| 324 |
{
|
| 325 |
+
"first_row": 72704,
|
| 326 |
"rows": 1024,
|
| 327 |
+
"reference_sse": 55.492774963378906,
|
| 328 |
+
"reference_energy": 820343.6875
|
| 329 |
},
|
| 330 |
{
|
| 331 |
+
"first_row": 83968,
|
| 332 |
"rows": 1024,
|
| 333 |
+
"reference_sse": 89.78349304199219,
|
| 334 |
+
"reference_energy": 811370.375
|
| 335 |
},
|
| 336 |
{
|
| 337 |
+
"first_row": 84992,
|
| 338 |
"rows": 1024,
|
| 339 |
+
"reference_sse": 86.79808807373047,
|
| 340 |
+
"reference_energy": 380831.59375
|
| 341 |
},
|
| 342 |
{
|
| 343 |
+
"first_row": 96256,
|
| 344 |
"rows": 1024,
|
| 345 |
+
"reference_sse": 65.9693832397461,
|
| 346 |
+
"reference_energy": 388865.40625
|
| 347 |
},
|
| 348 |
{
|
| 349 |
+
"first_row": 97280,
|
| 350 |
"rows": 1024,
|
| 351 |
+
"reference_sse": 55.661407470703125,
|
| 352 |
+
"reference_energy": 823322.75
|
| 353 |
}
|
| 354 |
]
|
| 355 |
},
|
| 356 |
"initial_development_audit": {
|
| 357 |
+
"target_rel": 0.0034279875044572247,
|
| 358 |
+
"reference_rel": 0.011081231774144489,
|
| 359 |
+
"boundary_rel": 0.19283001942618655,
|
| 360 |
+
"bulk_rel": 0.003416292302442697,
|
| 361 |
+
"boundary_rows": 10,
|
| 362 |
"windows": [
|
| 363 |
{
|
| 364 |
+
"first_row": 10240,
|
| 365 |
"rows": 1024,
|
| 366 |
+
"reference_sse": 156.37692260742188,
|
| 367 |
+
"reference_energy": 787143.375
|
| 368 |
},
|
| 369 |
{
|
| 370 |
+
"first_row": 11264,
|
| 371 |
"rows": 1024,
|
| 372 |
+
"reference_sse": 82.03767395019531,
|
| 373 |
+
"reference_energy": 820547.0
|
| 374 |
},
|
| 375 |
{
|
| 376 |
+
"first_row": 22528,
|
| 377 |
"rows": 1024,
|
| 378 |
+
"reference_sse": 110.61590576171875,
|
| 379 |
+
"reference_energy": 396872.96875
|
| 380 |
},
|
| 381 |
{
|
| 382 |
+
"first_row": 23552,
|
| 383 |
"rows": 1024,
|
| 384 |
+
"reference_sse": 69.59274291992188,
|
| 385 |
+
"reference_energy": 390815.0625
|
| 386 |
},
|
| 387 |
{
|
| 388 |
+
"first_row": 34816,
|
| 389 |
"rows": 1024,
|
| 390 |
+
"reference_sse": 85.63102722167969,
|
| 391 |
+
"reference_energy": 815480.5625
|
| 392 |
},
|
| 393 |
{
|
| 394 |
+
"first_row": 35840,
|
| 395 |
"rows": 1024,
|
| 396 |
+
"reference_sse": 69.58378601074219,
|
| 397 |
+
"reference_energy": 821560.125
|
| 398 |
},
|
| 399 |
{
|
| 400 |
+
"first_row": 47104,
|
| 401 |
"rows": 1024,
|
| 402 |
+
"reference_sse": 69.31275939941406,
|
| 403 |
+
"reference_energy": 372451.9375
|
| 404 |
},
|
| 405 |
{
|
| 406 |
+
"first_row": 48128,
|
| 407 |
"rows": 1024,
|
| 408 |
+
"reference_sse": 57.88947296142578,
|
| 409 |
+
"reference_energy": 393707.8125
|
| 410 |
},
|
| 411 |
{
|
| 412 |
+
"first_row": 59392,
|
| 413 |
"rows": 1024,
|
| 414 |
+
"reference_sse": 99.90657806396484,
|
| 415 |
+
"reference_energy": 795798.5625
|
| 416 |
},
|
| 417 |
{
|
| 418 |
+
"first_row": 60416,
|
| 419 |
"rows": 1024,
|
| 420 |
+
"reference_sse": 67.02530670166016,
|
| 421 |
+
"reference_energy": 804106.5
|
| 422 |
},
|
| 423 |
{
|
| 424 |
+
"first_row": 71680,
|
| 425 |
"rows": 1024,
|
| 426 |
+
"reference_sse": 52.83930587768555,
|
| 427 |
+
"reference_energy": 812408.5625
|
| 428 |
},
|
| 429 |
{
|
| 430 |
+
"first_row": 72704,
|
| 431 |
"rows": 1024,
|
| 432 |
+
"reference_sse": 56.7578010559082,
|
| 433 |
+
"reference_energy": 820343.6875
|
| 434 |
},
|
| 435 |
{
|
| 436 |
+
"first_row": 83968,
|
| 437 |
"rows": 1024,
|
| 438 |
+
"reference_sse": 90.96084594726562,
|
| 439 |
+
"reference_energy": 811370.375
|
| 440 |
},
|
| 441 |
{
|
| 442 |
+
"first_row": 84992,
|
| 443 |
"rows": 1024,
|
| 444 |
+
"reference_sse": 88.5100326538086,
|
| 445 |
+
"reference_energy": 380831.59375
|
| 446 |
},
|
| 447 |
{
|
| 448 |
+
"first_row": 96256,
|
| 449 |
"rows": 1024,
|
| 450 |
+
"reference_sse": 67.24455261230469,
|
| 451 |
+
"reference_energy": 388865.40625
|
| 452 |
},
|
| 453 |
{
|
| 454 |
+
"first_row": 97280,
|
| 455 |
"rows": 1024,
|
| 456 |
+
"reference_sse": 57.14442443847656,
|
| 457 |
+
"reference_energy": 823322.75
|
| 458 |
}
|
| 459 |
]
|
| 460 |
},
|
| 461 |
+
"best_step": 5,
|
| 462 |
+
"steps_run": 30,
|
| 463 |
"history": [
|
| 464 |
{
|
| 465 |
"step": 5,
|
| 466 |
"validation": {
|
| 467 |
+
"target_rel": 0.001638401368651591,
|
| 468 |
+
"reference_rel": 0.008410572456259075,
|
| 469 |
+
"boundary_rel": 0.04252792756673782,
|
| 470 |
+
"bulk_rel": 0.0016366318402032602,
|
| 471 |
+
"boundary_rows": 24
|
| 472 |
+
},
|
| 473 |
+
"reasoning_validation": null,
|
| 474 |
+
"training_probe_rel": 0.39302144311674664,
|
| 475 |
+
"batch_loss": 0.15940036997199059,
|
| 476 |
"best_step": 5,
|
| 477 |
"overfit_checks": 0,
|
| 478 |
+
"seconds": 50.645888328552246,
|
| 479 |
+
"adaptive_schedule": {
|
| 480 |
+
"best": 0.001638401368651591,
|
| 481 |
+
"drop_after": 25,
|
| 482 |
+
"relative_worsening": 0.001,
|
| 483 |
+
"checks": 3,
|
| 484 |
+
"patience_updates": 10,
|
| 485 |
+
"bad_checks": 0,
|
| 486 |
+
"last_best": 5,
|
| 487 |
+
"early_drop": false
|
| 488 |
+
},
|
| 489 |
+
"adaptive_stop": false,
|
| 490 |
"quantized_movement": {
|
| 491 |
"codebook_changed": 0,
|
| 492 |
+
"codebook_values": 1302528,
|
| 493 |
+
"scales_changed": 46683234,
|
| 494 |
+
"scale_values": 46891008
|
| 495 |
}
|
| 496 |
},
|
| 497 |
{
|
| 498 |
"step": 10,
|
| 499 |
"validation": {
|
| 500 |
+
"target_rel": 0.0017220777995642057,
|
| 501 |
+
"reference_rel": 0.008426063579648776,
|
| 502 |
+
"boundary_rel": 0.04427667343689775,
|
| 503 |
+
"bulk_rel": 0.0017202530459754783,
|
| 504 |
+
"boundary_rows": 24
|
| 505 |
+
},
|
| 506 |
+
"reasoning_validation": null,
|
| 507 |
+
"training_probe_rel": 0.408078036072957,
|
| 508 |
+
"batch_loss": 0.1654685139656067,
|
| 509 |
+
"best_step": 5,
|
| 510 |
"overfit_checks": 0,
|
| 511 |
+
"seconds": 123.99947500228882,
|
| 512 |
+
"adaptive_schedule": {
|
| 513 |
+
"best": 0.001638401368651591,
|
| 514 |
+
"drop_after": 25,
|
| 515 |
+
"relative_worsening": 0.001,
|
| 516 |
+
"checks": 3,
|
| 517 |
+
"patience_updates": 10,
|
| 518 |
+
"bad_checks": 1,
|
| 519 |
+
"last_best": 5,
|
| 520 |
+
"early_drop": false
|
| 521 |
+
},
|
| 522 |
+
"adaptive_stop": false,
|
| 523 |
"quantized_movement": {
|
| 524 |
+
"codebook_changed": 26353,
|
| 525 |
+
"codebook_values": 1302528,
|
| 526 |
+
"scales_changed": 46705040,
|
| 527 |
+
"scale_values": 46891008
|
| 528 |
}
|
| 529 |
},
|
| 530 |
{
|
| 531 |
"step": 15,
|
| 532 |
"validation": {
|
| 533 |
+
"target_rel": 0.0017277375713587236,
|
| 534 |
+
"reference_rel": 0.008426796931314796,
|
| 535 |
+
"boundary_rel": 0.04451177430987435,
|
| 536 |
+
"bulk_rel": 0.0017258994094884645,
|
| 537 |
+
"boundary_rows": 24
|
| 538 |
+
},
|
| 539 |
+
"reasoning_validation": null,
|
| 540 |
+
"training_probe_rel": 0.4099716263600134,
|
| 541 |
+
"batch_loss": 0.1638270653784275,
|
| 542 |
+
"best_step": 5,
|
| 543 |
"overfit_checks": 0,
|
| 544 |
+
"seconds": 172.90783548355103,
|
| 545 |
+
"adaptive_schedule": {
|
| 546 |
+
"best": 0.001638401368651591,
|
| 547 |
+
"drop_after": 25,
|
| 548 |
+
"relative_worsening": 0.001,
|
| 549 |
+
"checks": 3,
|
| 550 |
+
"patience_updates": 10,
|
| 551 |
+
"bad_checks": 2,
|
| 552 |
+
"last_best": 5,
|
| 553 |
+
"early_drop": false
|
| 554 |
+
},
|
| 555 |
+
"adaptive_stop": false,
|
| 556 |
"quantized_movement": {
|
| 557 |
+
"codebook_changed": 27791,
|
| 558 |
+
"codebook_values": 1302528,
|
| 559 |
+
"scales_changed": 46726045,
|
| 560 |
+
"scale_values": 46891008
|
| 561 |
}
|
| 562 |
},
|
| 563 |
{
|
| 564 |
"step": 20,
|
| 565 |
"validation": {
|
| 566 |
+
"target_rel": 0.0017378365692263674,
|
| 567 |
+
"reference_rel": 0.008429337068196494,
|
| 568 |
+
"boundary_rel": 0.04482929992622252,
|
| 569 |
+
"bulk_rel": 0.0017359829072283452,
|
| 570 |
+
"boundary_rows": 24
|
| 571 |
+
},
|
| 572 |
+
"reasoning_validation": null,
|
| 573 |
+
"training_probe_rel": 0.4114544001635629,
|
| 574 |
+
"batch_loss": 0.1640959456562996,
|
| 575 |
+
"best_step": 5,
|
| 576 |
"overfit_checks": 0,
|
| 577 |
+
"seconds": 247.13740468025208,
|
| 578 |
+
"adaptive_schedule": {
|
| 579 |
+
"best": 0.001638401368651591,
|
| 580 |
+
"drop_after": 20,
|
| 581 |
+
"relative_worsening": 0.001,
|
| 582 |
+
"checks": 3,
|
| 583 |
+
"patience_updates": 10,
|
| 584 |
+
"bad_checks": 3,
|
| 585 |
+
"last_best": 5,
|
| 586 |
+
"early_drop": true
|
| 587 |
+
},
|
| 588 |
+
"adaptive_stop": false,
|
| 589 |
"quantized_movement": {
|
| 590 |
+
"codebook_changed": 32247,
|
| 591 |
+
"codebook_values": 1302528,
|
| 592 |
+
"scales_changed": 46743578,
|
| 593 |
+
"scale_values": 46891008
|
| 594 |
}
|
| 595 |
},
|
| 596 |
{
|
| 597 |
"step": 25,
|
| 598 |
"validation": {
|
| 599 |
+
"target_rel": 0.0016910748638608586,
|
| 600 |
+
"reference_rel": 0.008419431323526388,
|
| 601 |
+
"boundary_rel": 0.043881014596068954,
|
| 602 |
+
"bulk_rel": 0.0016892496452744032,
|
| 603 |
+
"boundary_rows": 24
|
| 604 |
+
},
|
| 605 |
+
"reasoning_validation": null,
|
| 606 |
+
"training_probe_rel": 0.4016681866740518,
|
| 607 |
+
"batch_loss": 0.1586984023451805,
|
| 608 |
+
"best_step": 5,
|
| 609 |
"overfit_checks": 0,
|
| 610 |
+
"seconds": 302.34157967567444,
|
| 611 |
+
"adaptive_schedule": {
|
| 612 |
+
"best": 0.001638401368651591,
|
| 613 |
+
"drop_after": 20,
|
| 614 |
+
"relative_worsening": 0.001,
|
| 615 |
+
"checks": 3,
|
| 616 |
+
"patience_updates": 10,
|
| 617 |
+
"bad_checks": 3,
|
| 618 |
+
"last_best": 5,
|
| 619 |
+
"early_drop": true
|
| 620 |
+
},
|
| 621 |
+
"adaptive_stop": false,
|
| 622 |
"quantized_movement": {
|
| 623 |
+
"codebook_changed": 14996,
|
| 624 |
+
"codebook_values": 1302528,
|
| 625 |
+
"scales_changed": 46745300,
|
| 626 |
+
"scale_values": 46891008
|
| 627 |
}
|
| 628 |
},
|
| 629 |
{
|
| 630 |
"step": 30,
|
| 631 |
"validation": {
|
| 632 |
+
"target_rel": 0.001706408201559361,
|
| 633 |
+
"reference_rel": 0.008422913282404168,
|
| 634 |
+
"boundary_rel": 0.044356399247203665,
|
| 635 |
+
"bulk_rel": 0.0017045599705716055,
|
| 636 |
+
"boundary_rows": 24
|
| 637 |
+
},
|
| 638 |
+
"reasoning_validation": null,
|
| 639 |
+
"training_probe_rel": 0.4044861793183181,
|
| 640 |
+
"batch_loss": 0.15283476561307907,
|
| 641 |
+
"best_step": 5,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 642 |
"overfit_checks": 0,
|
| 643 |
+
"seconds": 371.7451937198639,
|
| 644 |
+
"adaptive_schedule": {
|
| 645 |
+
"best": 0.001638401368651591,
|
| 646 |
+
"drop_after": 20,
|
| 647 |
+
"relative_worsening": 0.001,
|
| 648 |
+
"checks": 3,
|
| 649 |
+
"patience_updates": 10,
|
| 650 |
+
"bad_checks": 3,
|
| 651 |
+
"last_best": 5,
|
| 652 |
+
"early_drop": true
|
| 653 |
+
},
|
| 654 |
+
"adaptive_stop": true,
|
| 655 |
"quantized_movement": {
|
| 656 |
+
"codebook_changed": 21366,
|
| 657 |
+
"codebook_values": 1302528,
|
| 658 |
+
"scales_changed": 46745528,
|
| 659 |
+
"scale_values": 46891008
|
| 660 |
}
|
| 661 |
}
|
| 662 |
],
|
| 663 |
"index_reassignments": [
|
| 664 |
{
|
| 665 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 666 |
+
"proposals": 314,
|
| 667 |
+
"accepted": 194,
|
| 668 |
+
"changed_groups": 88543,
|
| 669 |
+
"training_before": 18.24382781982422,
|
| 670 |
+
"training_after": 18.155628204345703,
|
| 671 |
"acceptance": "proposal and separate training check batches",
|
| 672 |
+
"step": 10
|
| 673 |
},
|
| 674 |
{
|
| 675 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 676 |
+
"proposals": 314,
|
| 677 |
+
"accepted": 196,
|
| 678 |
+
"changed_groups": 100734,
|
| 679 |
+
"training_before": 18.348670959472656,
|
| 680 |
+
"training_after": 18.202194213867188,
|
| 681 |
"acceptance": "proposal and separate training check batches",
|
| 682 |
+
"step": 20
|
| 683 |
},
|
| 684 |
{
|
| 685 |
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
|
| 686 |
+
"proposals": 316,
|
| 687 |
+
"accepted": 176,
|
| 688 |
+
"changed_groups": 61457,
|
| 689 |
+
"training_before": 16.98227310180664,
|
| 690 |
+
"training_after": 16.906471252441406,
|
| 691 |
"acceptance": "proposal and separate training check batches",
|
| 692 |
+
"step": 30
|
| 693 |
}
|
| 694 |
],
|
| 695 |
"coverage_threshold": 256,
|
|
|
|
| 700 |
"parallelism": "expert-sharded coupled output",
|
| 701 |
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
|
| 702 |
"scope": "text-only, cached prompt partitions; historical audit is development only",
|
| 703 |
+
"train_rows": 15007754,
|
| 704 |
"validation_rows": 16384,
|
| 705 |
"audit_rows": 16384,
|
| 706 |
"complete": true
|