add samelayer_reduce qwen3-4b-simpo
Browse files- v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/activations/activations.pt +3 -0
- v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/checkpoints/final.pt +3 -0
- v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/metrics/training_metrics.json +80 -0
- v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/run_meta.json +34 -0
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/activations/activations.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4cdd7e5ea5f02a5e461423ab6faf7214261272a887d032195664bed025a3dc22
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size 1252425669
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v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/checkpoints/final.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8cb4edde0353befdd9553196d506cc54c2761daac9dfbe51a11fd67c92334511
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size 2517091162
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v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/metrics/training_metrics.json
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{
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"epochs": [
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1,
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2,
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3,
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4
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],
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"train_loss": [
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3.1704801654370294,
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1.505906887817856,
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0.7899075483482481,
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0.5979754329945564
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],
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"val_loss": [
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2.4776868242867955,
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1.368216071453394,
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0.7155951383226204,
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0.6421655895510269
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],
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"train_fve_base": [
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0.7624973607425166,
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0.8788041012090894,
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0.8962035433145135,
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0.9051208808557095
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],
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"train_fve_aligned": [
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0.7596464340476633,
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0.8774470295115514,
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0.8953212007958501,
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0.9042756406104293
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],
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"val_fve_base": [
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0.8645774328895889,
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0.8853567888599416,
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0.8934072493258571,
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0.8950707244623394
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],
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"val_fve_aligned": [
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0.86279947720273,
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0.8844324169358658,
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0.8925797324530117,
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0.8942323158548765
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],
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"dead_neurons": [
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0.9311422362219014,
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0.9644511706705199,
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0.9639129778549675,
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0.9634123828003299
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],
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"l0_base": [
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229.00693228254525,
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216.254360040864,
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213.1434982486865,
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212.03787215411558
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],
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"l0_aligned": [
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228.69122154115587,
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215.95630837711616,
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212.80567717454758,
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211.68290280210158
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],
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"self_recon": [
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2.1896952121353817,
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1.0390876749420612,
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0.5203630114969147,
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0.3820335275585444
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],
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"cross_recon": [
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2.169264988285439,
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1.0334538519904408,
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0.5314814370153803,
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0.39264539375648955
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],
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"sparsity": [
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0.11307895726155136,
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0.05343766945647484,
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0.056951950296054994,
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0.0588837432747373
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]
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}
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v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-simpo/L20-22/run_meta.json
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{
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"base_model": "Qwen/Qwen3-4B-Instruct-2507",
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"aligned_run_id": "qwen3-4b-simpo",
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"position": "last_prompt",
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"multi_type": "reduce",
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"source_activations": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/qwen3-4b-simpo/activations/activations.pt",
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"base_activations_path": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/qwen3-4b-simpo/activations/activations.pt",
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"source_layers": [
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],
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"base_source_layers": [
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20,
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],
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"layers": [
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],
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"base_layers": [
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],
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"aligned_layers": [
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],
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"layer_reduction": "mean"
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}
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