add samelayer_reduce llama32-3b-grpo
Browse files- v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/activations/activations.pt +3 -0
- v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/checkpoints/final.pt +3 -0
- v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/metrics/training_metrics.json +80 -0
- v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/run_meta.json +34 -0
v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/activations/activations.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4ce6a49d8ce4dbc9f8c064d23305d327548664177437b836d1732fd03ade3a95
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size 1501941701
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v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/checkpoints/final.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:503c52a98becdb0e546155640654d9db3a4ab6d1caf97d65059943c5524dd35e
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size 3624487706
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v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/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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0.04863162126807497,
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0.028767385191115036,
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0.02664078392906107,
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0.02561670167603238
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],
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"val_loss": [
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0.030831219794238425,
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0.028230151346840784,
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0.0271887624568028,
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0.026992113831701702
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],
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"train_fve_base": [
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0.6179791546605584,
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0.7524986343639883,
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0.7778358430592414,
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0.790156301287135
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],
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"train_fve_aligned": [
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0.6104102654548952,
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0.7452379631077555,
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0.770189265827651,
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0.7819857032620552
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],
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"val_fve_base": [
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0.729199195407448,
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0.7597596046188115,
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0.7722388240679396,
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0.7752108305536639
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],
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"val_fve_aligned": [
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0.722105749926642,
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0.7537020919210624,
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0.7663287392461487,
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],
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"dead_neurons": [
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0.9139503546089578,
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0.9561741884452032,
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0.955374258238185,
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0.9546477757764016
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],
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"l0_base": [
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221.1378064798599,
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],
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"l0_aligned": [
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217.28639448336253,
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208.17113616462348,
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211.52583187390542,
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212.69061952714537
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],
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"self_recon": [
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0.026460523027176407,
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0.01723270824584638,
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0.015504534835821171,
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0.014676261198491084
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],
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"cross_recon": [
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0.026530061130805003,
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0.017257546096979284,
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0.015529198475264695,
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0.014701342010099639
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],
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"sparsity": [
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0.011559073629631931,
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0.004631658412121406,
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0.004924569560581317,
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0.005059903606628891
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]
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}
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v3-samelayer-seed-99/samelayer_reduce/llama32-3b-grpo/L12-14/run_meta.json
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{
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"base_model": "meta-llama/Llama-3.2-3B-Instruct",
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"aligned_run_id": "llama32-3b-grpo",
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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/llama32-3b-grpo/activations/activations.pt",
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"base_activations_path": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/llama32-3b-grpo/activations/activations.pt",
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"source_layers": [
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12,
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],
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"base_source_layers": [
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12,
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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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