Narmeen07 commited on
Commit
cbbe5dd
·
verified ·
1 Parent(s): 60ee0a2

Upload folder using huggingface_hub

Browse files
Files changed (9) hide show
  1. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-entropy-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_2/ae.pt +3 -0
  2. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-entropy-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_2/config.json +36 -0
  3. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-entropy-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_2/eval_results.json +1 -0
  4. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-leverage-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_1/ae.pt +3 -0
  5. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-leverage-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_1/config.json +36 -0
  6. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-leverage-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_1/eval_results.json +1 -0
  7. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/TopKTrainer-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_0/ae.pt +3 -0
  8. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/TopKTrainer-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_0/config.json +31 -0
  9. ._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/TopKTrainer-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_0/eval_results.json +1 -0
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-entropy-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_2/ae.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7a663a086b7460f06df1f8560ac2df2489bdcd4a97b4260524b03fbece3238d5
3
+ size 268964962
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-entropy-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_2/config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "trainer": {
3
+ "trainer_class": "SampledActivationTrainer",
4
+ "dict_class": "SampledActivationSAE",
5
+ "lr": 0.0003,
6
+ "steps": 48,
7
+ "auxk_alpha": 0.03125,
8
+ "warmup_steps": 1000,
9
+ "decay_start": 38,
10
+ "threshold_beta": 0.999,
11
+ "threshold_start_step": 1000,
12
+ "sampling_update_freq": 1,
13
+ "sampling_method": "entropy",
14
+ "ridge_lambda": 0.01,
15
+ "sketching_size": 100,
16
+ "top_k_aux": 256,
17
+ "seed": 0,
18
+ "activation_dim": 512,
19
+ "dict_size": 65536,
20
+ "k": 20,
21
+ "device": "cuda:0",
22
+ "layer": 3,
23
+ "lm_name": "EleutherAI/pythia-70m-deduped",
24
+ "wandb_name": "SampledActivationTrainer-entropy-EleutherAI/pythia-70m-deduped-resid_post_layer_3_trainer_2",
25
+ "submodule_name": "resid_post_layer_3"
26
+ },
27
+ "buffer": {
28
+ "d_submodule": 512,
29
+ "io": "out",
30
+ "n_ctxs": 244,
31
+ "ctx_len": 1024,
32
+ "refresh_batch_size": 64,
33
+ "out_batch_size": 2048,
34
+ "device": "cuda:0"
35
+ }
36
+ }
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-entropy-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_2/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"l2_loss": 767.1420555114746, "l1_loss": 14069.71826171875, "l0": 32533.035400390625, "frac_variance_explained": -3754.4764709472656, "cossim": 0.8404335379600525, "l2_ratio": 53.196314573287964, "relative_reconstruction_bias": 62.36626052856445, "loss_original": 2.997953861951828, "loss_reconstructed": 18.35732865333557, "loss_zero": 12.705852329730988, "frac_recovered": -0.5863620117306709, "frac_alive": 1.0, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-leverage-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_1/ae.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7abec87c5a8d6e0c50e00652a056c7d172d1748ea2682e1a206d92db9b6a49ad
3
+ size 268964962
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-leverage-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_1/config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "trainer": {
3
+ "trainer_class": "SampledActivationTrainer",
4
+ "dict_class": "SampledActivationSAE",
5
+ "lr": 0.0003,
6
+ "steps": 48,
7
+ "auxk_alpha": 0.03125,
8
+ "warmup_steps": 1000,
9
+ "decay_start": 38,
10
+ "threshold_beta": 0.999,
11
+ "threshold_start_step": 1000,
12
+ "sampling_update_freq": 1,
13
+ "sampling_method": "leverage",
14
+ "ridge_lambda": 0.01,
15
+ "sketching_size": 100,
16
+ "top_k_aux": 256,
17
+ "seed": 0,
18
+ "activation_dim": 512,
19
+ "dict_size": 65536,
20
+ "k": 20,
21
+ "device": "cuda:0",
22
+ "layer": 3,
23
+ "lm_name": "EleutherAI/pythia-70m-deduped",
24
+ "wandb_name": "SampledActivationTrainer-leverage-EleutherAI/pythia-70m-deduped-resid_post_layer_3_trainer_1",
25
+ "submodule_name": "resid_post_layer_3"
26
+ },
27
+ "buffer": {
28
+ "d_submodule": 512,
29
+ "io": "out",
30
+ "n_ctxs": 244,
31
+ "ctx_len": 1024,
32
+ "refresh_batch_size": 64,
33
+ "out_batch_size": 2048,
34
+ "device": "cuda:0"
35
+ }
36
+ }
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/SampledActivationTrainer-leverage-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_1/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"l2_loss": 769.8623352050781, "l1_loss": 14121.056091308594, "l0": 32569.235229492188, "frac_variance_explained": -3766.6612548828125, "cossim": 0.8414181843400002, "l2_ratio": 53.31753587722778, "relative_reconstruction_bias": 62.42244005203247, "loss_original": 2.997953861951828, "loss_reconstructed": 18.36150825023651, "loss_zero": 12.705852329730988, "frac_recovered": -0.5867955405265093, "frac_alive": 1.0, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/TopKTrainer-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_0/ae.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f6a919db78dafaa29370b2e7bf06c9e8afe1f3d45cf37d3e51259613f706127e
3
+ size 268701718
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/TopKTrainer-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_0/config.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "trainer": {
3
+ "trainer_class": "TopKTrainer",
4
+ "dict_class": "AutoEncoderTopK",
5
+ "lr": 0.0003,
6
+ "steps": 48,
7
+ "auxk_alpha": 0.03125,
8
+ "warmup_steps": 1000,
9
+ "decay_start": 38,
10
+ "threshold_beta": 0.999,
11
+ "threshold_start_step": 1000,
12
+ "seed": 0,
13
+ "activation_dim": 512,
14
+ "dict_size": 65536,
15
+ "k": 20,
16
+ "device": "cuda:0",
17
+ "layer": 3,
18
+ "lm_name": "EleutherAI/pythia-70m-deduped",
19
+ "wandb_name": "TopKTrainer-EleutherAI/pythia-70m-deduped-resid_post_layer_3_trainer_0",
20
+ "submodule_name": "resid_post_layer_3"
21
+ },
22
+ "buffer": {
23
+ "d_submodule": 512,
24
+ "io": "out",
25
+ "n_ctxs": 244,
26
+ "ctx_len": 1024,
27
+ "refresh_batch_size": 64,
28
+ "out_batch_size": 2048,
29
+ "device": "cuda:0"
30
+ }
31
+ }
._test_run_EleutherAI_pythia-70m-deduped_top_k_sampled_sae/resid_post_layer_3/TopKTrainer-EleutherAI_pythia-70m-deduped-resid_post_layer_3_trainer_0/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"l2_loss": 10.643135368824005, "l1_loss": 39.116480588912964, "l0": 20.0, "frac_variance_explained": 0.2406930886209011, "cossim": 0.7164953276515007, "l2_ratio": 0.9136376194655895, "relative_reconstruction_bias": 1.275299347937107, "loss_original": 2.997953861951828, "loss_reconstructed": 5.598592609167099, "loss_zero": 12.705852329730988, "frac_recovered": 0.732391856610775, "frac_alive": 0.99761962890625, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}