lfm25-hermes-tool-trace-analysis / reports /layerwise_lm_step_6k.json
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Add LFM2.5 Hermes tool trace analysis artifacts
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{
"ok": true,
"model": "runtime_moe8_artifacts/checkpoints/lfm25_experts_int8_mlx",
"data": "runtime_moe8_artifacts/datasets/hermes_filtered_text_10k",
"layer": 23,
"max_seq_length": 6000,
"train_router": true,
"trainable_param_count": 352387072,
"trainable_tensors": [
"model.layers.23.feed_forward.gate.weight",
"model.layers.23.feed_forward.switch_mlp.gate_proj.weight",
"model.layers.23.feed_forward.switch_mlp.up_proj.weight",
"model.layers.23.feed_forward.switch_mlp.down_proj.weight"
],
"loss_before": 4.051582336425781,
"loss_step_graph": 4.03292179107666,
"loss_after_requant": 4.052865505218506,
"tokens": 4262,
"elapsed_s": 2.24073054199107,
"peak_memory_gb": 16.860110204,
"code_changes": {
"gate_proj": {
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"total_codes": 29360128,
"changed_fraction": 0.23237010410853795,
"saturation_rate": 0.0
},
"up_proj": {
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"changed_fraction": 0.24155827930995397,
"saturation_rate": 0.0
},
"down_proj": {
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"saturation_rate": 0.0
}
}
}