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Browse files- attention_kindselective_n_heads8_seed1338/args.json +1 -0
- attention_kindselective_n_heads8_seed1338/dataloader_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1338/dataloader_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1338/dataloader_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1338/dataloader_09999.pt +3 -0
- attention_kindselective_n_heads8_seed1338/log2.txt +1209 -0
- attention_kindselective_n_heads8_seed1338/model_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1338/model_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1338/model_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1338/model_09999.pt +3 -0
- attention_kindselective_n_heads8_seed1338/optimizer_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1338/optimizer_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1338/optimizer_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1338/optimizer_09999.pt +3 -0
attention_kindselective_n_heads8_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_6/attention_kindselective_n_heads8_seed1338", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 8, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 10000, "warmup_steps": 200, "group": "wider_is_better_6", "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": 40, "total_batch_size": 10240, "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": 2e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "2e-5_10240_8_1338", "n_embd": 512}
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attention_kindselective_n_heads8_seed1338/dataloader_02500.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8b2ea67f78ff5a7970d0db044ff7ee527b3dc065f295fd30f588df4b44b568d0
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size 964
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attention_kindselective_n_heads8_seed1338/dataloader_05000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7f03ed2ebf741f15e13c79e6cc1e9a19b308450d81cc3b4d8d0338c63d77ca59
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size 964
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attention_kindselective_n_heads8_seed1338/dataloader_07500.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:82590037fb2eecbec961f7967a8dd1b8d85515d31a252f66b92b8139858a8b7c
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size 964
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attention_kindselective_n_heads8_seed1338/dataloader_09999.pt
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oid sha256:c544303717d12355a69b8ffb1eb109434e4fdccfd5a61279b6e8ba2e870d6700
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size 964
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attention_kindselective_n_heads8_seed1338/log2.txt
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|
| 1 |
+
max_steps: 10000
|
| 2 |
+
0 val loss 11.0412
|
| 3 |
+
0 val perplexity 62392.4570
|
| 4 |
+
0 val loss 11.0412
|
| 5 |
+
0 val perplexity 62392.5195
|
| 6 |
+
0 val loss 11.0412
|
| 7 |
+
0 val perplexity 62392.4570
|
| 8 |
+
0 val loss 11.0412
|
| 9 |
+
0 val perplexity 62392.4570
|
| 10 |
+
0 train 11.030708 (lr=2.5000e-07) (hash(x)=50671684)
|
| 11 |
+
0 train 11.030660 (lr=3.5000e-07) (hash(x)=50671684)
|
| 12 |
+
0 train 11.030660 (lr=1.0000e-07) (hash(x)=50671684)
|
| 13 |
+
0 train 11.030662 (lr=1.5000e-07) (hash(x)=50671684)
|
| 14 |
+
100 val loss 9.5150
|
| 15 |
+
100 val perplexity 13562.2197
|
| 16 |
+
100 train 9.475113 (lr=3.5350e-05) (hash(x)=52740221)
|
| 17 |
+
100 val loss 9.8877
|
| 18 |
+
100 val perplexity 19685.8281
|
| 19 |
+
100 val loss 9.6106
|
| 20 |
+
100 val perplexity 14921.5723
|
| 21 |
+
100 train 9.853711 (lr=1.0100e-05) (hash(x)=52740221)
|
| 22 |
+
100 val loss 9.7397
|
| 23 |
+
100 val perplexity 16979.0996
|
| 24 |
+
100 train 9.567675 (lr=2.5250e-05) (hash(x)=52740221)
|
| 25 |
+
100 train 9.698705 (lr=1.5150e-05) (hash(x)=52740221)
|
| 26 |
+
200 val loss 8.0793
|
| 27 |
+
200 val perplexity 3227.0042
|
| 28 |
+
200 train 8.077329 (lr=7.0000e-05) (hash(x)=49034180)
|
| 29 |
+
200 val loss 9.1855
|
| 30 |
+
200 val perplexity 9755.0391
|
| 31 |
+
200 val loss 9.4434
|
| 32 |
+
200 val perplexity 12623.9707
|
| 33 |
+
200 train 9.460796 (lr=2.0000e-05) (hash(x)=49034180)
|
| 34 |
+
200 train 9.197133 (lr=3.0000e-05) (hash(x)=49034180)
|
| 35 |
+
200 val loss 8.5470
|
| 36 |
+
200 val perplexity 5151.4980
|
| 37 |
+
200 train 8.548553 (lr=5.0000e-05) (hash(x)=49034180)
|
| 38 |
+
300 val loss 7.5602
|
| 39 |
+
300 val perplexity 1920.1787
|
| 40 |
+
300 train 7.826581 (lr=6.9984e-05) (hash(x)=63180688)
|
| 41 |
+
300 val loss 8.8301
|
| 42 |
+
300 val perplexity 6837.0103
|
| 43 |
+
300 train 8.877916 (lr=1.9995e-05) (hash(x)=63180688)
|
| 44 |
+
300 val loss 8.2489
|
| 45 |
+
300 val perplexity 3823.5215
|
| 46 |
+
300 train 8.357185 (lr=2.9993e-05) (hash(x)=63180688)
|
| 47 |
+
300 val loss 7.8357
|
| 48 |
+
300 val perplexity 2529.2393
|
| 49 |
+
300 train 8.017459 (lr=4.9988e-05) (hash(x)=63180688)
|
| 50 |
+
400 val loss 7.4376
|
| 51 |
+
400 val perplexity 1698.6493
|
| 52 |
+
400 train 7.438178 (lr=6.9935e-05) (hash(x)=50373500)
|
| 53 |
+
400 val loss 8.2621
|
| 54 |
+
400 val perplexity 3874.1113
|
| 55 |
+
400 train 8.178881 (lr=1.9982e-05) (hash(x)=50373500)
|
| 56 |
+
400 val loss 7.8110
|
| 57 |
+
400 val perplexity 2467.4846
|
| 58 |
+
400 train 7.777402 (lr=2.9972e-05) (hash(x)=50373500)
|
| 59 |
+
400 val loss 7.6415
|
| 60 |
+
400 val perplexity 2082.9680
|
| 61 |
+
400 train 7.627953 (lr=4.9954e-05) (hash(x)=50373500)
|
| 62 |
+
500 val loss 7.3646
|
| 63 |
+
500 val perplexity 1579.0923
|
| 64 |
+
500 train 7.238733 (lr=6.9854e-05) (hash(x)=44547422)
|
| 65 |
+
500 val loss 7.9960
|
| 66 |
+
500 val perplexity 2969.1821
|
| 67 |
+
500 train 7.944740 (lr=1.9958e-05) (hash(x)=44547422)
|
| 68 |
+
500 val loss 7.6391
|
| 69 |
+
500 val perplexity 2077.9395
|
| 70 |
+
500 train 7.550472 (lr=2.9938e-05) (hash(x)=44547422)
|
| 71 |
+
500 val loss 7.5464
|
| 72 |
+
500 val perplexity 1893.9757
|
| 73 |
+
500 train 7.441219 (lr=4.9896e-05) (hash(x)=44547422)
|
| 74 |
+
600 val loss 7.3356
|
| 75 |
+
600 val perplexity 1533.9551
|
| 76 |
+
600 train 7.176397 (lr=6.9741e-05) (hash(x)=47184699)
|
| 77 |
+
600 val loss 7.8623
|
| 78 |
+
600 val perplexity 2597.5964
|
| 79 |
+
600 train 7.796846 (lr=1.9926e-05) (hash(x)=47184699)
|
| 80 |
+
600 val loss 7.5444
|
| 81 |
+
600 val perplexity 1890.1512
|
| 82 |
+
600 train 7.428701 (lr=2.9889e-05) (hash(x)=47184699)
|
| 83 |
+
600 val loss 7.4974
|
| 84 |
+
600 val perplexity 1803.3756
|
| 85 |
+
600 train 7.370130 (lr=4.9815e-05) (hash(x)=47184699)
|
| 86 |
+
700 val loss 7.3017
|
| 87 |
+
700 val perplexity 1482.8025
|
| 88 |
+
700 train 7.180538 (lr=6.9596e-05) (hash(x)=51374582)
|
| 89 |
+
700 val loss 7.7705
|
| 90 |
+
700 val perplexity 2369.7173
|
| 91 |
+
700 train 7.703903 (lr=1.9885e-05) (hash(x)=51374582)
|
| 92 |
+
700 val loss 7.4869
|
| 93 |
+
700 val perplexity 1784.5436
|
| 94 |
+
700 train 7.378650 (lr=2.9827e-05) (hash(x)=51374582)
|
| 95 |
+
700 val loss 7.4491
|
| 96 |
+
700 val perplexity 1718.3898
|
| 97 |
+
700 train 7.325911 (lr=4.9712e-05) (hash(x)=51374582)
|
| 98 |
+
800 val loss 7.2514
|
| 99 |
+
800 val perplexity 1410.0104
|
| 100 |
+
800 train 6.968596 (lr=6.9419e-05) (hash(x)=46264805)
|
| 101 |
+
800 val loss 7.6907
|
| 102 |
+
800 val perplexity 2187.8003
|
| 103 |
+
800 train 7.486768 (lr=1.9834e-05) (hash(x)=46264805)
|
| 104 |
+
800 val loss 7.4399
|
| 105 |
+
800 val perplexity 1702.6342
|
| 106 |
+
800 train 7.190279 (lr=2.9751e-05) (hash(x)=46264805)
|
| 107 |
+
800 val loss 7.4127
|
| 108 |
+
800 val perplexity 1656.8792
|
| 109 |
+
800 train 7.154434 (lr=4.9585e-05) (hash(x)=46264805)
|
| 110 |
+
900 val loss 7.2094
|
| 111 |
+
900 val perplexity 1352.0565
|
| 112 |
+
900 train 7.378638 (lr=6.9210e-05) (hash(x)=61178712)
|
| 113 |
+
900 val loss 7.6276
|
| 114 |
+
900 val perplexity 2054.2126
|
| 115 |
+
900 train 7.740030 (lr=1.9774e-05) (hash(x)=61178712)
|
| 116 |
+
900 val loss 7.4194
|
| 117 |
+
900 val perplexity 1668.0503
|
| 118 |
+
900 train 7.569212 (lr=2.9662e-05) (hash(x)=61178712)
|
| 119 |
+
900 val loss 7.3820
|
| 120 |
+
900 val perplexity 1606.8147
|
| 121 |
+
900 train 7.542928 (lr=4.9436e-05) (hash(x)=61178712)
|
| 122 |
+
1000 val loss 7.1676
|
| 123 |
+
1000 val perplexity 1296.7246
|
| 124 |
+
1000 train 7.039244 (lr=6.8970e-05) (hash(x)=50886520)
|
| 125 |
+
1000 val loss 7.5767
|
| 126 |
+
1000 val perplexity 1952.1151
|
| 127 |
+
1000 train 7.549294 (lr=1.9706e-05) (hash(x)=50886520)
|
| 128 |
+
1000 val loss 7.3707
|
| 129 |
+
1000 val perplexity 1588.7726
|
| 130 |
+
1000 train 7.311100 (lr=2.9558e-05) (hash(x)=50886520)
|
| 131 |
+
1000 val loss 7.3440
|
| 132 |
+
1000 val perplexity 1546.8590
|
| 133 |
+
1000 train 7.258212 (lr=4.9264e-05) (hash(x)=50886520)
|
| 134 |
+
1100 val loss 7.1469
|
| 135 |
+
1100 val perplexity 1270.1753
|
| 136 |
+
1100 train 6.893501 (lr=6.8698e-05) (hash(x)=48600099)
|
| 137 |
+
1100 val loss 7.5429
|
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