Upload folder using huggingface_hub
Browse files- attention_kindselective_n_heads4_seed1342/args.json +1 -0
- attention_kindselective_n_heads4_seed1342/dataloader_17499.pt +3 -0
- attention_kindselective_n_heads4_seed1342/log2.txt +528 -0
- attention_kindselective_n_heads4_seed1342/model_17499.pt +3 -0
- attention_kindselective_n_heads4_seed1342/optimizer_17499.pt +3 -0
attention_kindselective_n_heads4_seed1342/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1342", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 17500, "warmup_steps": 200, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1342, "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": false, "mup_enable_coord_check_logging": false, "max_lr": 3.25e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "3.25e-5_30720_4_1342", "n_embd": 256}
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attention_kindselective_n_heads4_seed1342/dataloader_17499.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:584ddc45f1addd41e01adcc6cf70f582d8774c147c912cd238caff8ebf7fb069
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size 964
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attention_kindselective_n_heads4_seed1342/log2.txt
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| 1 |
+
max_steps: 17500
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| 2 |
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0 val loss 11.2907
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| 3 |
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0 val perplexity 80077.4453
|
| 4 |
+
0 train 11.286213 (lr=1.6250e-07) (hash(x)=150332693)
|
| 5 |
+
100 val loss 9.9210
|
| 6 |
+
100 val perplexity 20352.7031
|
| 7 |
+
100 train 9.943149 (lr=1.6412e-05) (hash(x)=148948662)
|
| 8 |
+
200 val loss 8.8456
|
| 9 |
+
200 val perplexity 6943.5645
|
| 10 |
+
200 train 8.764943 (lr=3.2500e-05) (hash(x)=149277319)
|
| 11 |
+
300 val loss 7.8158
|
| 12 |
+
300 val perplexity 2479.5896
|
| 13 |
+
300 train 7.699074 (lr=3.2498e-05) (hash(x)=146429920)
|
| 14 |
+
400 val loss 7.5422
|
| 15 |
+
400 val perplexity 1886.0404
|
| 16 |
+
400 train 7.658668 (lr=3.2490e-05) (hash(x)=155934075)
|
| 17 |
+
500 val loss 7.4469
|
| 18 |
+
500 val perplexity 1714.5961
|
| 19 |
+
500 train 7.449210 (lr=3.2478e-05) (hash(x)=157510366)
|
| 20 |
+
600 val loss 7.3775
|
| 21 |
+
600 val perplexity 1599.5120
|
| 22 |
+
600 train 7.494113 (lr=3.2461e-05) (hash(x)=165402628)
|
| 23 |
+
700 val loss 7.3098
|
| 24 |
+
700 val perplexity 1494.8848
|
| 25 |
+
700 train 7.372377 (lr=3.2440e-05) (hash(x)=166427433)
|
| 26 |
+
800 val loss 7.2453
|
| 27 |
+
800 val perplexity 1401.5107
|
| 28 |
+
800 train 7.043656 (lr=3.2413e-05) (hash(x)=139168939)
|
| 29 |
+
900 val loss 7.1972
|
| 30 |
+
900 val perplexity 1335.7433
|
| 31 |
+
900 train 7.097889 (lr=3.2382e-05) (hash(x)=144698667)
|
| 32 |
+
1000 val loss 7.1481
|
| 33 |
+
1000 val perplexity 1271.6613
|
| 34 |
+
1000 train 7.133333 (lr=3.2346e-05) (hash(x)=147134338)
|
| 35 |
+
1100 val loss 7.0959
|
| 36 |
+
1100 val perplexity 1207.0054
|
| 37 |
+
1100 train 7.058327 (lr=3.2305e-05) (hash(x)=147172640)
|
| 38 |
+
1200 val loss 7.0486
|
| 39 |
+
1200 val perplexity 1151.2061
|
| 40 |
+
1200 train 7.053260 (lr=3.2260e-05) (hash(x)=159086459)
|
| 41 |
+
1300 val loss 7.0029
|
| 42 |
+
1300 val perplexity 1099.8055
|
| 43 |
+
1300 train 6.757029 (lr=3.2209e-05) (hash(x)=141578940)
|
| 44 |
+
1400 val loss 6.9632
|
| 45 |
+
1400 val perplexity 1057.0172
|
| 46 |
+
1400 train 7.025721 (lr=3.2154e-05) (hash(x)=152399099)
|
| 47 |
+
1500 val loss 6.9023
|
| 48 |
+
1500 val perplexity 994.5381
|
| 49 |
+
1500 train 6.985551 (lr=3.2094e-05) (hash(x)=158569712)
|
| 50 |
+
1600 val loss 6.8529
|
| 51 |
+
1600 val perplexity 946.5969
|
| 52 |
+
1600 train 6.953071 (lr=3.2030e-05) (hash(x)=156548843)
|
| 53 |
+
1700 val loss 6.7977
|
| 54 |
+
1700 val perplexity 895.8251
|
| 55 |
+
1700 train 6.806039 (lr=3.1961e-05) (hash(x)=152608173)
|
| 56 |
+
1800 val loss 6.7500
|
| 57 |
+
1800 val perplexity 854.0690
|
| 58 |
+
1800 train 6.826288 (lr=3.1887e-05) (hash(x)=157889911)
|
| 59 |
+
1900 val loss 6.7062
|
| 60 |
+
1900 val perplexity 817.4597
|
| 61 |
+
1900 train 6.672256 (lr=3.1809e-05) (hash(x)=140839139)
|
| 62 |
+
2000 val loss 6.6697
|
| 63 |
+
2000 val perplexity 788.1506
|
| 64 |
+
2000 train 6.555364 (lr=3.1726e-05) (hash(x)=142943707)
|
| 65 |
+
2100 val loss 6.6246
|
| 66 |
+
2100 val perplexity 753.4261
|
| 67 |
+
2100 train 6.591334 (lr=3.1638e-05) (hash(x)=151025344)
|
| 68 |
+
2200 val loss 6.5868
|
| 69 |
+
2200 val perplexity 725.4727
|
| 70 |
+
2200 train 6.594067 (lr=3.1546e-05) (hash(x)=148938689)
|
| 71 |
+
2300 val loss 6.5577
|
| 72 |
+
2300 val perplexity 704.6324
|
| 73 |
+
2300 train 6.518873 (lr=3.1449e-05) (hash(x)=150321226)
|
| 74 |
+
2400 val loss 6.5091
|
| 75 |
+
2400 val perplexity 671.1996
|
| 76 |
+
2400 train 6.753350 (lr=3.1348e-05) (hash(x)=161962903)
|
| 77 |
+
2500 val loss 6.4833
|
| 78 |
+
2500 val perplexity 654.1196
|
| 79 |
+
2500 train 6.418224 (lr=3.1243e-05) (hash(x)=153085222)
|
| 80 |
+
2600 val loss 6.4487
|
| 81 |
+
2600 val perplexity 631.8550
|
| 82 |
+
2600 train 6.508657 (lr=3.1133e-05) (hash(x)=145979235)
|
| 83 |
+
2700 val loss 6.4258
|
| 84 |
+
2700 val perplexity 617.5670
|
| 85 |
+
2700 train 6.490528 (lr=3.1019e-05) (hash(x)=149091945)
|
| 86 |
+
2800 val loss 6.4006
|
| 87 |
+
2800 val perplexity 602.2289
|
| 88 |
+
2800 train 6.484369 (lr=3.0900e-05) (hash(x)=159157507)
|
| 89 |
+
2900 val loss 6.3882
|
| 90 |
+
2900 val perplexity 594.7667
|
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attention_kindselective_n_heads4_seed1342/model_17499.pt
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ADDED
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