jarrelscy's picture
production_ready: true (sm120 smoke + speed gate passed on d7ada6d build)
3f7ea85 verified
Raw History Blame Contribute Delete
22 kB
{
"layer": 26,
"cold_expert_ids": [
0,
1,
2,
3,
5,
10,
13,
14,
15,
18,
19,
20,
22,
24,
26,
28,
29,
30,
31,
32,
33,
34,
35,
36,
37,
38,
40,
41,
42,
43,
45,
48,
49,
50,
51,
52,
53,
54,
55,
56,
57,
58,
59,
60,
62,
63,
64,
65,
67,
68,
71,
73,
74,
75,
76,
77,
78,
79,
82,
83,
84,
90,
92,
93,
97,
100,
101,
102,
103,
104,
105,
106,
107,
108,
110,
111,
112,
114,
115,
116,
117,
118,
119,
122,
127,
128,
132,
133,
134,
138,
141,
145,
146,
147,
150,
151,
152,
153,
154,
155,
157,
158,
161,
164,
166,
168,
169,
170,
172,
173,
174,
175,
177,
180,
182,
183,
184,
185,
187,
188,
189,
191,
192,
193,
194,
195,
198,
199,
200,
201,
202,
203,
204,
205,
206,
207,
208,
210,
211,
212,
214,
215,
216,
217,
218,
219,
220,
221,
222,
223,
224,
225,
226,
227,
229,
231,
232,
234,
238,
239,
240,
241,
244,
248,
250,
251,
254
],
"files": {
"w13": {
"file": "arvq-layer-026-gateup.safetensors",
"sha256": "9eda8a533f909a09ce61b7e887f2b2d108ca4d141484fbfcbb43d555cf36dd95"
},
"w2": {
"file": "arvq-layer-026-down.safetensors",
"sha256": "d81c2c0d97e5e24bef2206ce96bdf16314f6c25edc45e66c6d870fa06de5c2dd"
}
},
"per_proj": {
"w13": {
"cb_rel_l2": 0.34042067947259397,
"hess_recon_rel_fro": 0.15527453974350844,
"diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope",
"seconds": 301.33855986595154
},
"w2": {
"cb_rel_l2": 0.3403994444588171,
"hess_recon_rel_fro": 0.24719332265915953,
"diagnostic_metric": "regularized fitting Hessian; mean expert relative error for expert scope",
"seconds": 104.5085802078247
}
},
"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": "0f78e18cf9aa153a9926c1a054489951ba76010abf615bf7e6bfefcebc6ad2c1",
"cold_ids": [
0,
1,
2,
3,
5,
10,
13,
14,
15,
18,
19,
20,
22,
24,
26,
28,
29,
30,
31,
32,
33,
34,
35,
36,
37,
38,
40,
41,
42,
43,
45,
48,
49,
50,
51,
52,
53,
54,
55,
56,
57,
58,
59,
60,
62,
63,
64,
65,
67,
68,
71,
73,
74,
75,
76,
77,
78,
79,
82,
83,
84,
90,
92,
93,
97,
100,
101,
102,
103,
104,
105,
106,
107,
108,
110,
111,
112,
114,
115,
116,
117,
118,
119,
122,
127,
128,
132,
133,
134,
138,
141,
145,
146,
147,
150,
151,
152,
153,
154,
155,
157,
158,
161,
164,
166,
168,
169,
170,
172,
173,
174,
175,
177,
180,
182,
183,
184,
185,
187,
188,
189,
191,
192,
193,
194,
195,
198,
199,
200,
201,
202,
203,
204,
205,
206,
207,
208,
210,
211,
212,
214,
215,
216,
217,
218,
219,
220,
221,
222,
223,
224,
225,
226,
227,
229,
231,
232,
234,
238,
239,
240,
241,
244,
248,
250,
251,
254
],
"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=30",
"pv_report": {
"layer": 26,
"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": 0.5240171180844249,
"training_tokens_seen": 7864320,
"adaptive_schedule": {
"best": 0.012252411564001522,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 5,
"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": 0,
"codebook_values": 1368064,
"scales_changed": 49065247,
"scale_values": 49250304
},
"initial_validation": {
"target_rel": 0.012783481058390809,
"reference_rel": 0.038301196689175344,
"boundary_rel": 0.06994662934899737,
"bulk_rel": 0.012773334459074578,
"boundary_rows": 24,
"windows": [
{
"first_row": 8192,
"rows": 1024,
"reference_sse": 1777.61767578125,
"reference_energy": 1190675.0
},
{
"first_row": 9216,
"rows": 1024,
"reference_sse": 1109.75830078125,
"reference_energy": 597185.25
},
{
"first_row": 20480,
"rows": 1024,
"reference_sse": 1490.153564453125,
"reference_energy": 1178691.25
},
{
"first_row": 21504,
"rows": 1024,
"reference_sse": 1229.556396484375,
"reference_energy": 554037.9375
},
{
"first_row": 32768,
"rows": 1024,
"reference_sse": 1146.9334716796875,
"reference_energy": 1174963.0
},
{
"first_row": 33792,
"rows": 1024,
"reference_sse": 1125.8037109375,
"reference_energy": 555998.125
},
{
"first_row": 45056,
"rows": 1024,
"reference_sse": 1340.0020751953125,
"reference_energy": 1190407.5
},
{
"first_row": 46080,
"rows": 1024,
"reference_sse": 1708.8704833984375,
"reference_energy": 1161915.0
},
{
"first_row": 57344,
"rows": 1024,
"reference_sse": 1980.33837890625,
"reference_energy": 1188104.375
},
{
"first_row": 58368,
"rows": 1024,
"reference_sse": 1181.565673828125,
"reference_energy": 1195522.0
},
{
"first_row": 69632,
"rows": 1024,
"reference_sse": 1227.889404296875,
"reference_energy": 1169070.25
},
{
"first_row": 70656,
"rows": 1024,
"reference_sse": 1231.262939453125,
"reference_energy": 597931.125
},
{
"first_row": 81920,
"rows": 1024,
"reference_sse": 1491.142333984375,
"reference_energy": 1169695.75
},
{
"first_row": 82944,
"rows": 1024,
"reference_sse": 1359.90185546875,
"reference_energy": 594001.9375
},
{
"first_row": 94208,
"rows": 1024,
"reference_sse": 1353.775146484375,
"reference_energy": 1166311.875
},
{
"first_row": 95232,
"rows": 1024,
"reference_sse": 1679.7998046875,
"reference_energy": 608367.3125
}
]
},
"final_validation": {
"target_rel": 0.012252411564001522,
"reference_rel": 0.038148816562206755,
"boundary_rel": 0.0682675541810929,
"bulk_rel": 0.01224231462408648,
"boundary_rows": 24,
"windows": [
{
"first_row": 8192,
"rows": 1024,
"reference_sse": 1762.001953125,
"reference_energy": 1190675.0
},
{
"first_row": 9216,
"rows": 1024,
"reference_sse": 1103.4095458984375,
"reference_energy": 597185.25
},
{
"first_row": 20480,
"rows": 1024,
"reference_sse": 1482.8597412109375,
"reference_energy": 1178691.25
},
{
"first_row": 21504,
"rows": 1024,
"reference_sse": 1220.5521240234375,
"reference_energy": 554037.9375
},
{
"first_row": 32768,
"rows": 1024,
"reference_sse": 1137.5797119140625,
"reference_energy": 1174963.0
},
{
"first_row": 33792,
"rows": 1024,
"reference_sse": 1117.51953125,
"reference_energy": 555998.125
},
{
"first_row": 45056,
"rows": 1024,
"reference_sse": 1329.448486328125,
"reference_energy": 1190407.5
},
{
"first_row": 46080,
"rows": 1024,
"reference_sse": 1702.5989990234375,
"reference_energy": 1161915.0
},
{
"first_row": 57344,
"rows": 1024,
"reference_sse": 1973.073974609375,
"reference_energy": 1188104.375
},
{
"first_row": 58368,
"rows": 1024,
"reference_sse": 1165.41162109375,
"reference_energy": 1195522.0
},
{
"first_row": 69632,
"rows": 1024,
"reference_sse": 1205.8603515625,
"reference_energy": 1169070.25
},
{
"first_row": 70656,
"rows": 1024,
"reference_sse": 1221.010498046875,
"reference_energy": 597931.125
},
{
"first_row": 81920,
"rows": 1024,
"reference_sse": 1479.3216552734375,
"reference_energy": 1169695.75
},
{
"first_row": 82944,
"rows": 1024,
"reference_sse": 1348.4732666015625,
"reference_energy": 594001.9375
},
{
"first_row": 94208,
"rows": 1024,
"reference_sse": 1343.669921875,
"reference_energy": 1166311.875
},
{
"first_row": 95232,
"rows": 1024,
"reference_sse": 1663.426025390625,
"reference_energy": 608367.3125
}
]
},
"initial_reasoning_validation": null,
"final_reasoning_validation": null,
"validation_distribution": "reasoning only",
"serialized_validation": {
"target_rel": 0.012252411564001522,
"reference_rel": 0.038148816562206755
},
"development_audit": {
"target_rel": 0.020483247154073694,
"reference_rel": 0.07189722711967783,
"boundary_rel": 0.0949000050409368,
"bulk_rel": 0.020476934488309263,
"boundary_rows": 10,
"windows": [
{
"first_row": 10240,
"rows": 1024,
"reference_sse": 5245.9892578125,
"reference_energy": 1155545.5
},
{
"first_row": 11264,
"rows": 1024,
"reference_sse": 5914.73046875,
"reference_energy": 1198906.75
},
{
"first_row": 22528,
"rows": 1024,
"reference_sse": 6046.53466796875,
"reference_energy": 617403.875
},
{
"first_row": 23552,
"rows": 1024,
"reference_sse": 4960.064453125,
"reference_energy": 605122.125
},
{
"first_row": 34816,
"rows": 1024,
"reference_sse": 3690.55712890625,
"reference_energy": 1197451.125
},
{
"first_row": 35840,
"rows": 1024,
"reference_sse": 4344.04296875,
"reference_energy": 1203314.5
},
{
"first_row": 47104,
"rows": 1024,
"reference_sse": 5231.62646484375,
"reference_energy": 590916.9375
},
{
"first_row": 48128,
"rows": 1024,
"reference_sse": 5048.34375,
"reference_energy": 602847.6875
},
{
"first_row": 59392,
"rows": 1024,
"reference_sse": 4689.90673828125,
"reference_energy": 1170469.25
},
{
"first_row": 60416,
"rows": 1024,
"reference_sse": 5621.42431640625,
"reference_energy": 1178963.5
},
{
"first_row": 71680,
"rows": 1024,
"reference_sse": 5560.20068359375,
"reference_energy": 1199038.5
},
{
"first_row": 72704,
"rows": 1024,
"reference_sse": 5639.64990234375,
"reference_energy": 1200341.75
},
{
"first_row": 83968,
"rows": 1024,
"reference_sse": 4987.70703125,
"reference_energy": 1179587.25
},
{
"first_row": 84992,
"rows": 1024,
"reference_sse": 3860.3916015625,
"reference_energy": 592446.25
},
{
"first_row": 96256,
"rows": 1024,
"reference_sse": 4407.794921875,
"reference_energy": 597897.625
},
{
"first_row": 97280,
"rows": 1024,
"reference_sse": 4820.2275390625,
"reference_energy": 1199381.625
}
]
},
"initial_development_audit": {
"target_rel": 0.02084809103281046,
"reference_rel": 0.07210509506239011,
"boundary_rel": 0.0967622656117873,
"bulk_rel": 0.020841641773144064,
"boundary_rows": 10,
"windows": [
{
"first_row": 10240,
"rows": 1024,
"reference_sse": 5275.03515625,
"reference_energy": 1155545.5
},
{
"first_row": 11264,
"rows": 1024,
"reference_sse": 5958.25634765625,
"reference_energy": 1198906.75
},
{
"first_row": 22528,
"rows": 1024,
"reference_sse": 6076.0908203125,
"reference_energy": 617403.875
},
{
"first_row": 23552,
"rows": 1024,
"reference_sse": 4982.8125,
"reference_energy": 605122.125
},
{
"first_row": 34816,
"rows": 1024,
"reference_sse": 3725.604736328125,
"reference_energy": 1197451.125
},
{
"first_row": 35840,
"rows": 1024,
"reference_sse": 4376.4384765625,
"reference_energy": 1203314.5
},
{
"first_row": 47104,
"rows": 1024,
"reference_sse": 5262.31591796875,
"reference_energy": 590916.9375
},
{
"first_row": 48128,
"rows": 1024,
"reference_sse": 5065.2080078125,
"reference_energy": 602847.6875
},
{
"first_row": 59392,
"rows": 1024,
"reference_sse": 4720.236328125,
"reference_energy": 1170469.25
},
{
"first_row": 60416,
"rows": 1024,
"reference_sse": 5654.8271484375,
"reference_energy": 1178963.5
},
{
"first_row": 71680,
"rows": 1024,
"reference_sse": 5600.7783203125,
"reference_energy": 1199038.5
},
{
"first_row": 72704,
"rows": 1024,
"reference_sse": 5666.90380859375,
"reference_energy": 1200341.75
},
{
"first_row": 83968,
"rows": 1024,
"reference_sse": 5009.70751953125,
"reference_energy": 1179587.25
},
{
"first_row": 84992,
"rows": 1024,
"reference_sse": 3879.4931640625,
"reference_energy": 592446.25
},
{
"first_row": 96256,
"rows": 1024,
"reference_sse": 4437.7236328125,
"reference_energy": 597897.625
},
{
"first_row": 97280,
"rows": 1024,
"reference_sse": 4841.41845703125,
"reference_energy": 1199381.625
}
]
},
"best_step": 5,
"steps_run": 30,
"history": [
{
"step": 5,
"validation": {
"target_rel": 0.012252411564001522,
"reference_rel": 0.038148816562206755,
"boundary_rel": 0.0682675541810929,
"bulk_rel": 0.01224231462408648,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5277409744187996,
"batch_loss": 0.2925359457731247,
"best_step": 5,
"overfit_checks": 0,
"seconds": 49.495508670806885,
"adaptive_schedule": {
"best": 0.012252411564001522,
"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": 1368064,
"scales_changed": 49065247,
"scale_values": 49250304
}
},
{
"step": 10,
"validation": {
"target_rel": 0.012617305755639194,
"reference_rel": 0.038230805366560885,
"boundary_rel": 0.06997725668619602,
"bulk_rel": 0.01260700684338352,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5429296622233902,
"batch_loss": 0.2930539399385452,
"best_step": 5,
"overfit_checks": 0,
"seconds": 118.16434454917908,
"adaptive_schedule": {
"best": 0.012252411564001522,
"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": 53651,
"codebook_values": 1368064,
"scales_changed": 49095173,
"scale_values": 49250304
}
},
{
"step": 15,
"validation": {
"target_rel": 0.012584215608586552,
"reference_rel": 0.038238449720854696,
"boundary_rel": 0.06976113883361774,
"bulk_rel": 0.012573953471505797,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5409803651961634,
"batch_loss": 0.299679197371006,
"best_step": 5,
"overfit_checks": 0,
"seconds": 162.87658071517944,
"adaptive_schedule": {
"best": 0.012252411564001522,
"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": 44770,
"codebook_values": 1368064,
"scales_changed": 49116542,
"scale_values": 49250304
}
},
{
"step": 20,
"validation": {
"target_rel": 0.012562151810959547,
"reference_rel": 0.03822868547414307,
"boundary_rel": 0.06976362703465748,
"bulk_rel": 0.012551869746531635,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5405559927443112,
"batch_loss": 0.29230009764432907,
"best_step": 5,
"overfit_checks": 0,
"seconds": 236.12234234809875,
"adaptive_schedule": {
"best": 0.012252411564001522,
"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": 46167,
"codebook_values": 1368064,
"scales_changed": 49128327,
"scale_values": 49250304
}
},
{
"step": 25,
"validation": {
"target_rel": 0.012347192361241545,
"reference_rel": 0.038154902799073846,
"boundary_rel": 0.06862403960475454,
"bulk_rel": 0.012337069822677751,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5318165913630406,
"batch_loss": 0.28477901965379715,
"best_step": 5,
"overfit_checks": 0,
"seconds": 287.49289083480835,
"adaptive_schedule": {
"best": 0.012252411564001522,
"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": 21382,
"codebook_values": 1368064,
"scales_changed": 49129528,
"scale_values": 49250304
}
},
{
"step": 30,
"validation": {
"target_rel": 0.012409142843116375,
"reference_rel": 0.03818235004236018,
"boundary_rel": 0.06888799537515408,
"bulk_rel": 0.012398993873004466,
"boundary_rows": 24
},
"reasoning_validation": null,
"training_probe_rel": 0.5335390713063419,
"batch_loss": 0.2677588686347008,
"best_step": 5,
"overfit_checks": 0,
"seconds": 360.25011444091797,
"adaptive_schedule": {
"best": 0.012252411564001522,
"drop_after": 20,
"relative_worsening": 0.001,
"checks": 3,
"patience_updates": 10,
"bad_checks": 3,
"last_best": 5,
"early_drop": true
},
"adaptive_stop": true,
"quantized_movement": {
"codebook_changed": 30515,
"codebook_values": 1368064,
"scales_changed": 49130090,
"scale_values": 49250304
}
}
],
"index_reassignments": [
{
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
"proposals": 332,
"accepted": 299,
"changed_groups": 169193,
"training_before": 1380.1943359375,
"training_after": 1359.115478515625,
"acceptance": "proposal and separate training check batches",
"step": 10
},
{
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
"proposals": 334,
"accepted": 286,
"changed_groups": 197745,
"training_before": 1423.542236328125,
"training_after": 1403.205078125,
"acceptance": "proposal and separate training check batches",
"step": 20
},
{
"method": "expert_parallel_output_gradient_prefix_backtracking_v1",
"proposals": 332,
"accepted": 280,
"changed_groups": 109264,
"training_before": 1292.516845703125,
"training_after": 1271.4091796875,
"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"
}