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[transformers] Gemma4UnifiedModel LOAD REPORT from: /content/ltxwork/encoder-hf
Key                                                    | Status     |  | 
-------------------------------------------------------+------------+--+-
tokenizer_json                                         | UNEXPECTED |  | 
text_embedding_projection.audio_aggregate_embed.weight | UNEXPECTED |  | 
text_embedding_projection.audio_aggregate_embed.bias   | UNEXPECTED |  | 
hf_asset__processor_config.json                        | UNEXPECTED |  | 
hf_asset__tokenizer_config.json                        | UNEXPECTED |  | 
hf_asset__chat_template.jinja                          | UNEXPECTED |  | 
text_embedding_projection.video_aggregate_embed.bias   | UNEXPECTED |  | 
text_embedding_projection.video_aggregate_embed.weight | UNEXPECTED |  | 
hf_asset__generation_config.json                       | UNEXPECTED |  | 

Notes:
- UNEXPECTED:	can be ignored when loading from different task/architecture; not ok if you expect identical arch.
captured contexts for 33 distinct lengths
calibration: 146 batches, 166028 tokens
wrote 22 non-decoder tensors
layer  0 [slid] 7 quantized, worst diagonal output relL2 0.1169, worst ||Q||/||W|| 302.654, dead columns 3
layer  1 [slid] 7 quantized, worst diagonal output relL2 0.1263, worst ||Q||/||W|| 2.614, dead columns 2
layer  2 [slid] 7 quantized, worst diagonal output relL2 0.1109, worst ||Q||/||W|| 1.011, dead columns 0
layer  3 [slid] 7 quantized, worst diagonal output relL2 0.1163, worst ||Q||/||W|| 1.010, dead columns 0
layer  4 [slid] 7 quantized, worst diagonal output relL2 0.1146, worst ||Q||/||W|| 1.006, dead columns 0
layer  5 [full] 5 quantized, worst diagonal output relL2 0.1146, worst ||Q||/||W|| 1.007, dead columns 0
layer  6 [slid] 7 quantized, worst diagonal output relL2 0.1178, worst ||Q||/||W|| 1.009, dead columns 0
layer  7 [slid] 7 quantized, worst diagonal output relL2 0.1171, worst ||Q||/||W|| 1.007, dead columns 0
layer  8 [slid] 7 quantized, worst diagonal output relL2 0.1096, worst ||Q||/||W|| 1.014, dead columns 0
layer  9 [slid] 7 quantized, worst diagonal output relL2 0.1086, worst ||Q||/||W|| 1.010, dead columns 0
layer 10 [slid] 7 quantized, worst diagonal output relL2 0.1105, worst ||Q||/||W|| 1.081, dead columns 0
layer 11 [full] 5 quantized, worst diagonal output relL2 0.1107, worst ||Q||/||W|| 1.010, dead columns 0
layer 12 [slid] 7 quantized, worst diagonal output relL2 0.1180, worst ||Q||/||W|| 1.145, dead columns 0
layer 13 [slid] 7 quantized, worst diagonal output relL2 0.1176, worst ||Q||/||W|| 1.380, dead columns 0
layer 14 [slid] 7 quantized, worst diagonal output relL2 0.1176, worst ||Q||/||W|| 1.068, dead columns 0
layer 15 [slid] 7 quantized, worst diagonal output relL2 0.1111, worst ||Q||/||W|| 1.026, dead columns 0
layer 16 [slid] 7 quantized, worst diagonal output relL2 0.1075, worst ||Q||/||W|| 1.039, dead columns 0
layer 17 [full] 5 quantized, worst diagonal output relL2 0.1102, worst ||Q||/||W|| 1.019, dead columns 0
layer 18 [slid] 7 quantized, worst diagonal output relL2 0.1132, worst ||Q||/||W|| 1.010, dead columns 0
layer 19 [slid] 7 quantized, worst diagonal output relL2 0.1112, worst ||Q||/||W|| 1.006, dead columns 0
layer 20 [slid] 7 quantized, worst diagonal output relL2 0.1154, worst ||Q||/||W|| 1.008, dead columns 0
layer 21 [slid] 7 quantized, worst diagonal output relL2 0.1162, worst ||Q||/||W|| 1.012, dead columns 0
layer 22 [slid] 7 quantized, worst diagonal output relL2 0.1171, worst ||Q||/||W|| 1.007, dead columns 0
layer 23 [full] 5 quantized, worst diagonal output relL2 0.1156, worst ||Q||/||W|| 1.011, dead columns 0
layer 24 [slid] 7 quantized, worst diagonal output relL2 0.1159, worst ||Q||/||W|| 1.006, dead columns 0
layer 25 [slid] 7 quantized, worst diagonal output relL2 0.1123, worst ||Q||/||W|| 1.005, dead columns 0
layer 26 [slid] 7 quantized, worst diagonal output relL2 0.1136, worst ||Q||/||W|| 1.005, dead columns 0
layer 27 [slid] 7 quantized, worst diagonal output relL2 0.1118, worst ||Q||/||W|| 1.006, dead columns 0
layer 28 [slid] 7 quantized, worst diagonal output relL2 0.1170, worst ||Q||/||W|| 1.006, dead columns 0
layer 29 [full] 5 quantized, worst diagonal output relL2 0.1113, worst ||Q||/||W|| 1.006, dead columns 0
layer 30 [slid] 7 quantized, worst diagonal output relL2 0.1100, worst ||Q||/||W|| 1.005, dead columns 0
layer 31 [slid] 7 quantized, worst diagonal output relL2 0.1033, worst ||Q||/||W|| 1.005, dead columns 0
layer 32 [slid] 7 quantized, worst diagonal output relL2 0.1091, worst ||Q||/||W|| 1.006, dead columns 0
layer 33 [slid] 7 quantized, worst diagonal output relL2 0.0997, worst ||Q||/||W|| 1.010, dead columns 0
layer 34 [slid] 7 quantized, worst diagonal output relL2 0.1210, worst ||Q||/||W|| 1.004, dead columns 0
layer 35 [full] 5 quantized, worst diagonal output relL2 0.1170, worst ||Q||/||W|| 1.007, dead columns 0
layer 36 [slid] 7 quantized, worst diagonal output relL2 0.1169, worst ||Q||/||W|| 1.005, dead columns 0
layer 37 [slid] 7 quantized, worst diagonal output relL2 0.1159, worst ||Q||/||W|| 1.005, dead columns 0
layer 38 [slid] 7 quantized, worst diagonal output relL2 0.1141, worst ||Q||/||W|| 1.006, dead columns 0
layer 39 [slid] 7 quantized, worst diagonal output relL2 0.1148, worst ||Q||/||W|| 1.005, dead columns 0
layer 40 [slid] 7 quantized, worst diagonal output relL2 0.1139, worst ||Q||/||W|| 1.004, dead columns 0
layer 41 [full] 5 quantized, worst diagonal output relL2 0.1128, worst ||Q||/||W|| 1.004, dead columns 0
layer 42 [slid] 7 quantized, worst diagonal output relL2 0.1144, worst ||Q||/||W|| 1.003, dead columns 0
layer 43 [slid] 7 quantized, worst diagonal output relL2 0.1132, worst ||Q||/||W|| 1.003, dead columns 0
layer 44 [slid] 7 quantized, worst diagonal output relL2 0.1092, worst ||Q||/||W|| 1.004, dead columns 0
layer 45 [slid] 7 quantized, worst diagonal output relL2 0.1045, worst ||Q||/||W|| 1.005, dead columns 0
layer 46 [slid] 7 quantized, worst diagonal output relL2 0.0996, worst ||Q||/||W|| 1.008, dead columns 0
layer 47 [full] 5 quantized, worst diagonal output relL2 0.0870, worst ||Q||/||W|| 1.015, dead columns 0
dead-guard legacy eps 1e-10 awq-floor 1e-05 restore-gain-max 64 damping mean awq-group none
  worst ||Q||/||W|| 302.654 | columns zeroed 5 | max restore gain 469.56 | channels exact-zero 5 near-dead 967 | worst damping escalation 1x
wrote /content/builds/A0.packed.safetensors (8.464 GB packed, 19945148 zero-sign collapses)