jarrelscy's picture
production_ready: true (sm120 smoke + speed gate passed on d7ada6d build)
3f7ea85 verified
Raw History Blame Contribute Delete
22.7 kB
{
"layer": 30,
"cold_expert_ids": [
0,
1,
2,
3,
4,
6,
7,
12,
13,
15,
17,
18,
19,
22,
23,
24,
26,
27,
28,
30,
31,
33,
35,
36,
37,
38,
42,
44,
45,
46,
47,
49,
51,
53,
54,
55,
56,
58,
61,
64,
65,
66,
67,
71,
73,
74,
75,
76,
80,
82,
83,
84,
86,
87,
88,
89,
90,
92,
93,
94,
95,
97,
99,
101,
102,
104,
105,
106,
108,
111,
112,
114,
115,
116,
118,
120,
122,
123,
124,
125,
127,
129,
130,
132,
133,
134,
135,
136,
137,
138,
139,
142,
143,
145,
146,
148,
149,
151,
152,
154,
155,
156,
157,
158,
159,
160,
161,
162,
163,
164,
167,
168,
171,
172,
173,
174,
175,
176,
178,
179,
181,
182,
183,
185,
187,
189,
191,
192,
193,
194,
197,
198,
200,
201,
202,
203,
206,
207,
208,
209,
210,
213,
215,
216,
217,
218,
219,
220,
221,
222,
223,
224,
226,
227,
231,
234,
236,
238,
240,
241,
242,
244,
245,
246,
247,
250,
251,
252,
254,
255
],
"files": {
"w13": {
"file": "arvq-layer-030-gateup.safetensors",
"sha256": "b6f4f156d41994cca9eee73b4364bd3b82d37060da6b126a139fc679aff8d41e"
},
"w2": {
"file": "arvq-layer-030-down.safetensors",
"sha256": "e9e870cae5dc48b7c25f47a7586becebfe72adea28c1ffdfef65c302a56c4463"
}
},
"per_proj": {
"w13": {
"cb_rel_l2": 0.340455119817466,
"hess_recon_rel_fro": 0.14932612245728558,
"diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope",
"seconds": 315.08940958976746
},
"w2": {
"cb_rel_l2": 0.3402259025304688,
"hess_recon_rel_fro": 0.291587592169816,
"diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope",
"seconds": 102.10411858558655
}
},
"no_rotation": true,
"source_identity": {
"source": {
"repo": "zai-org/GLM-5.3",
"revision": "aca966e4e02791568aa6a4ced368624b3d897f42",
"meta": {
"kind": "block_fp8",
"block": [
128,
128
],
"fmt": "e4m3"
},
"cache": "/tmp/glm53-fp8-cold",
"legacy_cache_revision_unverified": true
},
"capture_sha256": "466d456cbb03e99dcec2e87f1812236946e09db39353614ff03e13018057eeea",
"cold_ids": [
0,
1,
2,
3,
4,
6,
7,
12,
13,
15,
17,
18,
19,
22,
23,
24,
26,
27,
28,
30,
31,
33,
35,
36,
37,
38,
42,
44,
45,
46,
47,
49,
51,
53,
54,
55,
56,
58,
61,
64,
65,
66,
67,
71,
73,
74,
75,
76,
80,
82,
83,
84,
86,
87,
88,
89,
90,
92,
93,
94,
95,
97,
99,
101,
102,
104,
105,
106,
108,
111,
112,
114,
115,
116,
118,
120,
122,
123,
124,
125,
127,
129,
130,
132,
133,
134,
135,
136,
137,
138,
139,
142,
143,
145,
146,
148,
149,
151,
152,
154,
155,
156,
157,
158,
159,
160,
161,
162,
163,
164,
167,
168,
171,
172,
173,
174,
175,
176,
178,
179,
181,
182,
183,
185,
187,
189,
191,
192,
193,
194,
197,
198,
200,
201,
202,
203,
206,
207,
208,
209,
210,
213,
215,
216,
217,
218,
219,
220,
221,
222,
223,
224,
226,
227,
231,
234,
236,
238,
240,
241,
242,
244,
245,
246,
247,
250,
251,
252,
254,
255
],
"encoder_sha256": "6c20c56fc7a308724ab4faf4174c4e8e32cba5a43c3fccd3f3e6d4da1f0b583e",
"settings": {
"cb_iters": 8,
"sweep_passes": 2,
"refine": 1,
"col_block": 128,
"codebook_scope": "expert"
}
},
"format": "rvq256_256x8_expert_fp16block",
"fit": "sequential same_input-trajectory gradient PV; recipe=full_corpus_sequence_pass_v1; updates=35",
"pv_report": {
"layer": 30,
"target": "same_input",
"recipe": "full_corpus_sequence_pass_v1",
"block_scale_dtype": "fp16",
"batch_tokens": 262144,
"sequence_order_sha256": "5e0ef183802009d0483fe37a60f5acd49dd99218130e0c952f097fa473d863bf",
"training_sequence_count": 14657,
"training_passes": 0.611353304431829,
"training_tokens_seen": 9175040,
"adaptive_schedule": {
"best": 0.01953328825434068,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 25,
"early_drop": true
},
"refinement": null,
"lr_decay_after": 25,
"lr_decay_factor": 0.25,
"export_only": false,
"training_output_export": "fixed validation/audit outputs only; full training trajectory export not performed",
"codebook_lr": 0.048,
"scale_lr": 0.032,
"quantized_movement": {
"codebook_changed": 28722,
"codebook_values": 1392640,
"scales_changed": 49998624,
"scale_values": 50135040
},
"initial_validation": {
"target_rel": 0.020466725720976374,
"reference_rel": 0.11355418579329112,
"boundary_rel": 0.11235550210983788,
"bulk_rel": 0.020453826168568556,
"boundary_rows": 24,
"windows": [
{
"first_row": 8192,
"rows": 1024,
"reference_sse": 5349.4990234375,
"reference_energy": 2755080.5
},
{
"first_row": 9216,
"rows": 1024,
"reference_sse": 4818.68505859375,
"reference_energy": 1410889.75
},
{
"first_row": 20480,
"rows": 1024,
"reference_sse": 5167.8828125,
"reference_energy": 2733979.25
},
{
"first_row": 21504,
"rows": 1024,
"reference_sse": 4950.4765625,
"reference_energy": 1276092.125
},
{
"first_row": 32768,
"rows": 1024,
"reference_sse": 103216.84375,
"reference_energy": 2712509.5
},
{
"first_row": 33792,
"rows": 1024,
"reference_sse": 61253.3046875,
"reference_energy": 1304404.875
},
{
"first_row": 45056,
"rows": 1024,
"reference_sse": 122573.453125,
"reference_energy": 2750144.0
},
{
"first_row": 46080,
"rows": 1024,
"reference_sse": 6643.396484375,
"reference_energy": 2670121.25
},
{
"first_row": 57344,
"rows": 1024,
"reference_sse": 107093.640625,
"reference_energy": 2758974.0
},
{
"first_row": 58368,
"rows": 1024,
"reference_sse": 4341.30859375,
"reference_energy": 2765849.75
},
{
"first_row": 69632,
"rows": 1024,
"reference_sse": 4434.7451171875,
"reference_energy": 2677773.0
},
{
"first_row": 70656,
"rows": 1024,
"reference_sse": 4551.416015625,
"reference_energy": 1374330.5
},
{
"first_row": 81920,
"rows": 1024,
"reference_sse": 5950.18115234375,
"reference_energy": 2724476.0
},
{
"first_row": 82944,
"rows": 1024,
"reference_sse": 4960.77197265625,
"reference_energy": 1397456.875
},
{
"first_row": 94208,
"rows": 1024,
"reference_sse": 6715.70751953125,
"reference_energy": 2678775.0
},
{
"first_row": 95232,
"rows": 1024,
"reference_sse": 4320.3359375,
"reference_energy": 1399408.375
}
]
},
"final_validation": {
"target_rel": 0.01953328825434068,
"reference_rel": 0.11354702230100636,
"boundary_rel": 0.10766036170896244,
"bulk_rel": 0.019520874789298724,
"boundary_rows": 24,
"windows": [
{
"first_row": 8192,
"rows": 1024,
"reference_sse": 5244.822265625,
"reference_energy": 2755080.5
},
{
"first_row": 9216,
"rows": 1024,
"reference_sse": 4745.76318359375,
"reference_energy": 1410889.75
},
{
"first_row": 20480,
"rows": 1024,
"reference_sse": 5055.595703125,
"reference_energy": 2733979.25
},
{
"first_row": 21504,
"rows": 1024,
"reference_sse": 4884.09033203125,
"reference_energy": 1276092.125
},
{
"first_row": 32768,
"rows": 1024,
"reference_sse": 103455.265625,
"reference_energy": 2712509.5
},
{
"first_row": 33792,
"rows": 1024,
"reference_sse": 61262.0625,
"reference_energy": 1304404.875
},
{
"first_row": 45056,
"rows": 1024,
"reference_sse": 122822.75,
"reference_energy": 2750144.0
},
{
"first_row": 46080,
"rows": 1024,
"reference_sse": 6639.0859375,
"reference_energy": 2670121.25
},
{
"first_row": 57344,
"rows": 1024,
"reference_sse": 107357.40625,
"reference_energy": 2758974.0
},
{
"first_row": 58368,
"rows": 1024,
"reference_sse": 4300.5009765625,
"reference_energy": 2765849.75
},
{
"first_row": 69632,
"rows": 1024,
"reference_sse": 4370.4501953125,
"reference_energy": 2677773.0
},
{
"first_row": 70656,
"rows": 1024,
"reference_sse": 4512.73388671875,
"reference_energy": 1374330.5
},
{
"first_row": 81920,
"rows": 1024,
"reference_sse": 5870.3662109375,
"reference_energy": 2724476.0
},
{
"first_row": 82944,
"rows": 1024,
"reference_sse": 4864.23828125,
"reference_energy": 1397456.875
},
{
"first_row": 94208,
"rows": 1024,
"reference_sse": 6615.55224609375,
"reference_energy": 2678775.0
},
{
"first_row": 95232,
"rows": 1024,
"reference_sse": 4283.390625,
"reference_energy": 1399408.375
}
]
},
"initial_reasoning_validation": null,
"final_reasoning_validation": null,
"validation_distribution": "reasoning only",
"serialized_validation": {
"target_rel": 0.01953328825434068,
"reference_rel": 0.11354702230100636
},
"development_audit": {
"target_rel": 0.026141334129835492,
"reference_rel": 0.09768001906073269,
"boundary_rel": 0.08215464920658072,
"bulk_rel": 0.02613911524149666,
"boundary_rows": 10,
"windows": [
{
"first_row": 10240,
"rows": 1024,
"reference_sse": 12782.083984375,
"reference_energy": 2645018.0
},
{
"first_row": 11264,
"rows": 1024,
"reference_sse": 14085.6103515625,
"reference_energy": 2766997.25
},
{
"first_row": 22528,
"rows": 1024,
"reference_sse": 79408.421875,
"reference_energy": 1424362.5
},
{
"first_row": 23552,
"rows": 1024,
"reference_sse": 14994.56640625,
"reference_energy": 1365585.5
},
{
"first_row": 34816,
"rows": 1024,
"reference_sse": 12100.123046875,
"reference_energy": 2767561.0
},
{
"first_row": 35840,
"rows": 1024,
"reference_sse": 12299.951171875,
"reference_energy": 2781623.75
},
{
"first_row": 47104,
"rows": 1024,
"reference_sse": 12794.39453125,
"reference_energy": 1333092.0
},
{
"first_row": 48128,
"rows": 1024,
"reference_sse": 64411.64453125,
"reference_energy": 1398684.75
},
{
"first_row": 59392,
"rows": 1024,
"reference_sse": 12324.41796875,
"reference_energy": 2693400.5
},
{
"first_row": 60416,
"rows": 1024,
"reference_sse": 16895.58984375,
"reference_energy": 2672735.0
},
{
"first_row": 71680,
"rows": 1024,
"reference_sse": 13165.58984375,
"reference_energy": 2740691.0
},
{
"first_row": 72704,
"rows": 1024,
"reference_sse": 15137.609375,
"reference_energy": 2720223.5
},
{
"first_row": 83968,
"rows": 1024,
"reference_sse": 13568.111328125,
"reference_energy": 2703965.0
},
{
"first_row": 84992,
"rows": 1024,
"reference_sse": 20041.08984375,
"reference_energy": 1318592.25
},
{
"first_row": 96256,
"rows": 1024,
"reference_sse": 11919.048828125,
"reference_energy": 1397480.0
},
{
"first_row": 97280,
"rows": 1024,
"reference_sse": 12592.6796875,
"reference_energy": 2749207.5
}
]
},
"initial_development_audit": {
"target_rel": 0.02697008013950704,
"reference_rel": 0.09793194935232083,
"boundary_rel": 0.08406707289545952,
"bulk_rel": 0.02696783245927791,
"boundary_rows": 10,
"windows": [
{
"first_row": 10240,
"rows": 1024,
"reference_sse": 12923.1767578125,
"reference_energy": 2645018.0
},
{
"first_row": 11264,
"rows": 1024,
"reference_sse": 14256.3564453125,
"reference_energy": 2766997.25
},
{
"first_row": 22528,
"rows": 1024,
"reference_sse": 79476.578125,
"reference_energy": 1424362.5
},
{
"first_row": 23552,
"rows": 1024,
"reference_sse": 15162.419921875,
"reference_energy": 1365585.5
},
{
"first_row": 34816,
"rows": 1024,
"reference_sse": 12292.80859375,
"reference_energy": 2767561.0
},
{
"first_row": 35840,
"rows": 1024,
"reference_sse": 12475.337890625,
"reference_energy": 2781623.75
},
{
"first_row": 47104,
"rows": 1024,
"reference_sse": 12891.7060546875,
"reference_energy": 1333092.0
},
{
"first_row": 48128,
"rows": 1024,
"reference_sse": 64343.3203125,
"reference_energy": 1398684.75
},
{
"first_row": 59392,
"rows": 1024,
"reference_sse": 12525.9638671875,
"reference_energy": 2693400.5
},
{
"first_row": 60416,
"rows": 1024,
"reference_sse": 16917.68359375,
"reference_energy": 2672735.0
},
{
"first_row": 71680,
"rows": 1024,
"reference_sse": 13358.658203125,
"reference_energy": 2740691.0
},
{
"first_row": 72704,
"rows": 1024,
"reference_sse": 15207.046875,
"reference_energy": 2720223.5
},
{
"first_row": 83968,
"rows": 1024,
"reference_sse": 13666.1328125,
"reference_energy": 2703965.0
},
{
"first_row": 84992,
"rows": 1024,
"reference_sse": 20029.99609375,
"reference_energy": 1318592.25
},
{
"first_row": 96256,
"rows": 1024,
"reference_sse": 12072.935546875,
"reference_energy": 1397480.0
},
{
"first_row": 97280,
"rows": 1024,
"reference_sse": 12669.248046875,
"reference_energy": 2749207.5
}
]
},
"best_step": 25,
"steps_run": 35,
"history": [
{
"step": 5,
"validation": {
"target_rel": 0.019645306533368757,
"reference_rel": 0.11347528870325121,
"boundary_rel": 0.10763774686258261,
"bulk_rel": 0.019632974058632312,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5504945930531274,
"batch_loss": 0.30948100984096527,
"best_step": 5,
"overfit_checks": 0,
"seconds": 53.268065452575684,
"adaptive_schedule": {
"best": 0.019645306533368757,
"drop_after": 25,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 0,
"last_best": 5,
"early_drop": false
},
"adaptive_stop": false,
"quantized_movement": {
"codebook_changed": 0,
"codebook_values": 1392640,
"scales_changed": 49919088,
"scale_values": 50135040
}
},
{
"step": 10,
"validation": {
"target_rel": 0.01995404355689084,
"reference_rel": 0.11352381816355156,
"boundary_rel": 0.10951899705583584,
"bulk_rel": 0.019941472416624653,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.557757560665461,
"batch_loss": 0.32092223316431046,
"best_step": 5,
"overfit_checks": 0,
"seconds": 117.89187526702881,
"adaptive_schedule": {
"best": 0.019645306533368757,
"drop_after": 25,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 1,
"last_best": 5,
"early_drop": false
},
"adaptive_stop": false,
"quantized_movement": {
"codebook_changed": 47936,
"codebook_values": 1392640,
"scales_changed": 49954807,
"scale_values": 50135040
}
},
{
"step": 15,
"validation": {
"target_rel": 0.01985752035073478,
"reference_rel": 0.11359027153227796,
"boundary_rel": 0.10929115772088455,
"bulk_rel": 0.019844938344892583,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5590966009582522,
"batch_loss": 0.2983351871371269,
"best_step": 5,
"overfit_checks": 0,
"seconds": 162.6195583343506,
"adaptive_schedule": {
"best": 0.019645306533368757,
"drop_after": 25,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 2,
"last_best": 5,
"early_drop": false
},
"adaptive_stop": false,
"quantized_movement": {
"codebook_changed": 50807,
"codebook_values": 1392640,
"scales_changed": 49981006,
"scale_values": 50135040
}
},
{
"step": 20,
"validation": {
"target_rel": 0.01978370475853509,
"reference_rel": 0.11359289012951371,
"boundary_rel": 0.1087365796830814,
"bulk_rel": 0.019771204440565994,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5594093131734149,
"batch_loss": 0.30366066098213196,
"best_step": 5,
"overfit_checks": 0,
"seconds": 229.5148253440857,
"adaptive_schedule": {
"best": 0.019645306533368757,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 5,
"early_drop": true
},
"adaptive_stop": false,
"quantized_movement": {
"codebook_changed": 52474,
"codebook_values": 1392640,
"scales_changed": 49996939,
"scale_values": 50135040
}
},
{
"step": 25,
"validation": {
"target_rel": 0.01953328825434068,
"reference_rel": 0.11354702230100636,
"boundary_rel": 0.10766036170896244,
"bulk_rel": 0.019520874789298724,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5532697326631262,
"batch_loss": 0.3011893704533577,
"best_step": 25,
"overfit_checks": 0,
"seconds": 279.4053659439087,
"adaptive_schedule": {
"best": 0.01953328825434068,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 25,
"early_drop": true
},
"adaptive_stop": false,
"quantized_movement": {
"codebook_changed": 28722,
"codebook_values": 1392640,
"scales_changed": 49998624,
"scale_values": 50135040
}
},
{
"step": 30,
"validation": {
"target_rel": 0.019600727895242184,
"reference_rel": 0.11357268185851674,
"boundary_rel": 0.10794728629754606,
"bulk_rel": 0.019588291967379455,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5548903672616965,
"batch_loss": 0.2850356251001358,
"best_step": 25,
"overfit_checks": 0,
"seconds": 348.63204193115234,
"adaptive_schedule": {
"best": 0.01953328825434068,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 25,
"early_drop": true
},
"adaptive_stop": false,
"quantized_movement": {
"codebook_changed": 37023,
"codebook_values": 1392640,
"scales_changed": 49999755,
"scale_values": 50135040
}
},
{
"step": 35,
"validation": {
"target_rel": 0.01962470086598843,
"reference_rel": 0.11357808804854239,
"boundary_rel": 0.10776348455408116,
"bulk_rel": 0.019612324692960408,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5552495905134607,
"batch_loss": 0.30017486959695816,
"best_step": 25,
"overfit_checks": 0,
"seconds": 400.9725320339203,
"adaptive_schedule": {
"best": 0.01953328825434068,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 25,
"early_drop": true
},
"adaptive_stop": true,
"quantized_movement": {
"codebook_changed": 38170,
"codebook_values": 1392640,
"scales_changed": 49999532,
"scale_values": 50135040
}
}
],
"index_reassignments": [
{
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
"proposals": 336,
"accepted": 306,
"changed_groups": 349649,
"training_before": 5779.0048828125,
"training_after": 5674.611328125,
"acceptance": "proposal and separate training check batches",
"step": 10
},
{
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
"proposals": 338,
"accepted": 294,
"changed_groups": 322696,
"training_before": 5507.2666015625,
"training_after": 5408.01025390625,
"acceptance": "proposal and separate training check batches",
"step": 20
},
{
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
"proposals": 338,
"accepted": 283,
"changed_groups": 279265,
"training_before": 5132.240234375,
"training_after": 5042.2041015625,
"acceptance": "proposal and separate training check batches",
"step": 30
}
],
"coverage_threshold": 256,
"checkpoint_selection": "held-out original reference trajectory for both arms",
"world_size": 8,
"microbatch": 65536,
"proposal_communication": "sparse routed rows",
"parallelism": "expert-sharded coupled output",
"arithmetic": "fp4_planes4_fp16_boundaries_v1",
"scope": "text-only, cached prompt partitions; historical audit is development only",
"train_rows": 15007754,
"validation_rows": 16384,
"audit_rows": 16384,
"complete": true
},
"version": 4,
"block_scale_dtype": "float16",
"codebook_scope": "expert",
"bits": 2.125,
"codebook_sizes": [
256,
256
],
"index_bits": [
8,
8
],
"words_per_tile": 64,
"production_ready": true,
"roundtrip": "all expert indices exact; 3 decoded weights/projection exact",
"requires_8x8_loader_kernel": true,
"production_gate": "sm120 smoke+speed 2026-09-22: coherence PASS; code 128.5 / prose 90.5 / count 140.6 / pangram 138.2 tok/s single-stream (MTP ns=3, tok/step 2.51-3.97); image glm53-arvq-sm120:v4v5-d7ada6d-20260922 @ 950K ctx"
}