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Browse files- attention_kindself_n_heads2_seed1338/args.json +1 -1
- attention_kindself_n_heads2_seed1338/dataloader_02500.pt +1 -1
- attention_kindself_n_heads2_seed1338/dataloader_05000.pt +3 -0
- attention_kindself_n_heads2_seed1338/dataloader_07500.pt +3 -0
- attention_kindself_n_heads2_seed1338/dataloader_09999.pt +3 -0
- attention_kindself_n_heads2_seed1338/log2.txt +300 -30
- attention_kindself_n_heads2_seed1338/model_02500.pt +1 -1
- attention_kindself_n_heads2_seed1338/model_05000.pt +3 -0
- attention_kindself_n_heads2_seed1338/model_07500.pt +3 -0
- attention_kindself_n_heads2_seed1338/model_09999.pt +3 -0
- attention_kindself_n_heads2_seed1338/optimizer_02500.pt +1 -1
- attention_kindself_n_heads2_seed1338/optimizer_05000.pt +3 -0
- attention_kindself_n_heads2_seed1338/optimizer_07500.pt +3 -0
- attention_kindself_n_heads2_seed1338/optimizer_09999.pt +3 -0
attention_kindself_n_heads2_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_3/attention_kindself_n_heads2_seed1338", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 10000, "warmup_steps": 200, "group": "wider_is_better_3", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1338, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 30720, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.00015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "1.5e-4_30720_2_1338", "n_embd": 128}
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attention_kindself_n_heads2_seed1338/dataloader_02500.pt
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attention_kindself_n_heads2_seed1338/dataloader_05000.pt
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attention_kindself_n_heads2_seed1338/dataloader_07500.pt
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attention_kindself_n_heads2_seed1338/dataloader_09999.pt
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attention_kindself_n_heads2_seed1338/log2.txt
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max_steps:
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0 val loss 11.7416
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100 val loss 9.
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200 val loss 7.
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700 train 7.
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900 train 7.
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|
| 1 |
+
max_steps: 10000
|
| 2 |
0 val loss 11.7416
|
| 3 |
0 val perplexity 125697.3672
|
| 4 |
0 train 11.753315 (lr=7.5000e-07) (hash(x)=150327452)
|
| 5 |
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100 val loss 9.6201
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100 val perplexity 15064.4131
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100 train 9.604169 (lr=7.5750e-05) (hash(x)=166441190)
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200 val loss 7.8332
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300 val loss 7.6313
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300 val perplexity 2061.6272
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300 train 7.611700 (lr=1.4997e-04) (hash(x)=159835303)
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400 val loss 7.5769
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400 val perplexity 1952.6234
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400 train 7.347703 (lr=1.4986e-04) (hash(x)=155040610)
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500 val loss 7.4986
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500 val perplexity 1805.4681
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600 val loss 7.3565
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600 val perplexity 1566.3457
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600 train 7.384015 (lr=1.4945e-04) (hash(x)=155504036)
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700 val loss 7.2681
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700 val perplexity 1433.8582
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700 train 7.153148 (lr=1.4913e-04) (hash(x)=137347213)
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| 26 |
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800 val loss 7.1957
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| 27 |
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800 val perplexity 1333.6768
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| 28 |
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800 train 7.041455 (lr=1.4876e-04) (hash(x)=143823248)
|
| 29 |
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900 val loss 7.1419
|
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900 val perplexity 1263.8528
|
| 31 |
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900 train 7.212487 (lr=1.4831e-04) (hash(x)=156260416)
|
| 32 |
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1000 val loss 7.1035
|
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1000 val perplexity 1216.2551
|
| 34 |
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1000 train 7.062214 (lr=1.4779e-04) (hash(x)=143734685)
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| 35 |
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1100 val loss 7.0765
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1100 val perplexity 1183.8506
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1100 train 7.014541 (lr=1.4721e-04) (hash(x)=160013925)
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1200 val loss 7.0683
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1200 val perplexity 1174.1959
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1200 train 6.797521 (lr=1.4656e-04) (hash(x)=150678249)
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| 41 |
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1300 val loss 7.0484
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1300 val perplexity 1150.9941
|
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1300 train 6.830014 (lr=1.4585e-04) (hash(x)=149073315)
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| 44 |
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1400 val loss 7.0032
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1400 val perplexity 1100.1003
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1400 train 7.245300 (lr=1.4507e-04) (hash(x)=175802021)
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| 47 |
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1500 val loss 6.9704
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1500 val perplexity 1064.6219
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1500 train 7.214554 (lr=1.4422e-04) (hash(x)=171034639)
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| 50 |
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1600 val loss 6.9542
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1600 val perplexity 1047.5050
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1600 train 7.139720 (lr=1.4332e-04) (hash(x)=158681215)
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1700 val loss 6.9351
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1700 val perplexity 1027.7344
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1700 train 6.886345 (lr=1.4235e-04) (hash(x)=152116061)
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| 56 |
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1800 val loss 6.9281
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1800 val perplexity 1020.5926
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1800 train 6.856886 (lr=1.4131e-04) (hash(x)=146108145)
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1900 val perplexity 1011.7723
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1900 train 6.746204 (lr=1.4022e-04) (hash(x)=147598108)
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2000 val loss 6.9275
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2000 train 6.777522 (lr=1.3907e-04) (hash(x)=154996086)
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2100 val loss 6.9437
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2100 train 6.720708 (lr=1.3786e-04) (hash(x)=153396183)
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2200 train 6.887761 (lr=1.3660e-04) (hash(x)=153885445)
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2300 val loss 6.8962
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2300 train 6.891620 (lr=1.3527e-04) (hash(x)=159666385)
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2400 train 6.878953 (lr=1.3390e-04) (hash(x)=142353087)
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2500 val loss 6.8715
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2600 val perplexity 986.2383
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2600 train 6.818327 (lr=1.3099e-04) (hash(x)=150750353)
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2700 val loss 6.8951
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2700 val perplexity 987.3794
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2800 val loss 6.9084
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2800 val perplexity 1000.6135
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2800 train 6.779920 (lr=1.2788e-04) (hash(x)=152767913)
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2900 val loss 6.9086
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2900 val perplexity 1000.8000
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2900 train 6.695253 (lr=1.2626e-04) (hash(x)=146531140)
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3000 val loss 6.9069
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3000 val perplexity 999.1417
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3000 train 6.972168 (lr=1.2459e-04) (hash(x)=151562048)
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3100 val loss 6.8928
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3100 val perplexity 985.1803
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3100 train 6.883137 (lr=1.2287e-04) (hash(x)=146001424)
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3200 val loss 6.9080
|
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3200 val perplexity 1000.2314
|
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3200 train 6.950475 (lr=1.2112e-04) (hash(x)=166486165)
|
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3300 val loss 6.8918
|
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3300 val perplexity 984.2046
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3300 train 6.821273 (lr=1.1932e-04) (hash(x)=150866680)
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3400 val loss 6.8931
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3400 val perplexity 985.4133
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3400 train 6.814807 (lr=1.1749e-04) (hash(x)=143900419)
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3500 val loss 6.8856
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3500 val perplexity 978.0688
|
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3500 train 6.742932 (lr=1.1562e-04) (hash(x)=148845794)
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3600 val loss 6.8965
|
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3600 val perplexity 988.8202
|
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3600 train 6.752052 (lr=1.1372e-04) (hash(x)=145667796)
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3700 val loss 6.8843
|
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3700 val perplexity 976.8593
|
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3700 train 6.895640 (lr=1.1179e-04) (hash(x)=163563851)
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3800 val loss 6.8852
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3800 val perplexity 977.6622
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3800 train 6.841506 (lr=1.0982e-04) (hash(x)=147488689)
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3900 val loss 6.8712
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3900 val perplexity 964.0805
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3900 train 6.865108 (lr=1.0783e-04) (hash(x)=148186608)
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4000 val loss 6.8620
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