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Browse files- attention_kindselective_n_heads8_seed1340/args.json +1 -0
- attention_kindselective_n_heads8_seed1340/dataloader_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1340/dataloader_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1340/dataloader_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1340/dataloader_09999.pt +3 -0
- attention_kindselective_n_heads8_seed1340/log2.txt +1209 -0
- attention_kindselective_n_heads8_seed1340/model_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1340/model_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1340/model_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1340/model_09999.pt +3 -0
- attention_kindselective_n_heads8_seed1340/optimizer_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1340/optimizer_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1340/optimizer_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1340/optimizer_09999.pt +3 -0
attention_kindselective_n_heads8_seed1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_6/attention_kindselective_n_heads8_seed1340", "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": 1340, "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": 7e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "7e-5_10240_8_1340", "n_embd": 512}
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attention_kindselective_n_heads8_seed1340/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_seed1340/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_seed1340/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_seed1340/dataloader_09999.pt
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version https://git-lfs.github.com/spec/v1
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size 964
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attention_kindselective_n_heads8_seed1340/log2.txt
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|
| 1 |
+
max_steps: 10000
|
| 2 |
+
0 val loss 11.0744
|
| 3 |
+
0 val perplexity 64500.1523
|
| 4 |
+
0 val loss 11.0744
|
| 5 |
+
0 val perplexity 64500.2734
|
| 6 |
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0 val loss 11.0744
|
| 7 |
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0 val perplexity 64501.0742
|
| 8 |
+
0 val loss 11.0744
|
| 9 |
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0 val perplexity 64500.1523
|
| 10 |
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0 train 11.079541 (lr=3.5000e-07) (hash(x)=57791809)
|
| 11 |
+
0 train 11.079541 (lr=1.5000e-07) (hash(x)=57791809)
|
| 12 |
+
0 train 11.079541 (lr=2.5000e-07) (hash(x)=57791809)
|
| 13 |
+
0 train 11.079541 (lr=1.0000e-07) (hash(x)=57791809)
|
| 14 |
+
100 val loss 9.5254
|
| 15 |
+
100 val perplexity 13704.0791
|
| 16 |
+
100 train 9.545608 (lr=3.5350e-05) (hash(x)=48211824)
|
| 17 |
+
100 val loss 9.9436
|
| 18 |
+
100 val perplexity 20819.3242
|
| 19 |
+
100 val loss 9.6354
|
| 20 |
+
100 val perplexity 15296.7988
|
| 21 |
+
100 train 9.972991 (lr=1.0100e-05) (hash(x)=48211824)
|
| 22 |
+
100 train 9.657048 (lr=2.5250e-05) (hash(x)=48211824)
|
| 23 |
+
100 val loss 9.7540
|
| 24 |
+
100 val perplexity 17222.1250
|
| 25 |
+
100 train 9.779591 (lr=1.5150e-05) (hash(x)=48211824)
|
| 26 |
+
200 val loss 8.2580
|
| 27 |
+
200 val perplexity 3858.4006
|
| 28 |
+
200 train 8.204547 (lr=7.0000e-05) (hash(x)=50375849)
|
| 29 |
+
200 val loss 9.4624
|
| 30 |
+
200 val perplexity 12866.3037
|
| 31 |
+
200 train 9.433879 (lr=2.0000e-05) (hash(x)=50375849)
|
| 32 |
+
200 val loss 9.1285
|
| 33 |
+
200 val perplexity 9214.0938
|
| 34 |
+
200 val loss 8.8667
|
| 35 |
+
200 val perplexity 7091.8809
|
| 36 |
+
200 train 9.091208 (lr=3.0000e-05) (hash(x)=50375849)
|
| 37 |
+
200 train 8.824692 (lr=5.0000e-05) (hash(x)=50375849)
|
| 38 |
+
300 val loss 7.7658
|
| 39 |
+
300 val perplexity 2358.4961
|
| 40 |
+
300 train 8.038077 (lr=6.9984e-05) (hash(x)=57250808)
|
| 41 |
+
300 val loss 8.8112
|
| 42 |
+
300 val perplexity 6709.1323
|
| 43 |
+
300 train 8.984029 (lr=1.9995e-05) (hash(x)=57250808)
|
| 44 |
+
300 val loss 8.1672
|
| 45 |
+
300 val perplexity 3523.3943
|
| 46 |
+
300 train 8.388642 (lr=2.9993e-05) (hash(x)=57250808)
|
| 47 |
+
300 val loss 7.9807
|
| 48 |
+
300 val perplexity 2924.0942
|
| 49 |
+
300 train 8.223899 (lr=4.9988e-05) (hash(x)=57250808)
|
| 50 |
+
400 val loss 7.5800
|
| 51 |
+
400 val perplexity 1958.6438
|
| 52 |
+
400 train 8.198520 (lr=6.9935e-05) (hash(x)=62519858)
|
| 53 |
+
400 val loss 8.2008
|
| 54 |
+
400 val perplexity 3643.9265
|
| 55 |
+
400 train 8.714503 (lr=1.9982e-05) (hash(x)=62519858)
|
| 56 |
+
400 val loss 7.7380
|
| 57 |
+
400 val perplexity 2293.7683
|
| 58 |
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400 train 8.321421 (lr=2.9972e-05) (hash(x)=62519858)
|
| 59 |
+
400 val loss 7.6893
|
| 60 |
+
400 val perplexity 2184.7803
|
| 61 |
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400 train 8.280112 (lr=4.9954e-05) (hash(x)=62519858)
|
| 62 |
+
500 val loss 7.4864
|
| 63 |
+
500 val perplexity 1783.6954
|
| 64 |
+
500 train 7.365067 (lr=6.9854e-05) (hash(x)=47226806)
|
| 65 |
+
500 val loss 7.9001
|
| 66 |
+
500 val perplexity 2697.5540
|
| 67 |
+
500 train 7.817379 (lr=1.9958e-05) (hash(x)=47226806)
|
| 68 |
+
500 val loss 7.5787
|
| 69 |
+
500 val perplexity 1956.1013
|
| 70 |
+
500 train 7.463418 (lr=2.9938e-05) (hash(x)=47226806)
|
| 71 |
+
500 val loss 7.5497
|
| 72 |
+
500 val perplexity 1900.0834
|
| 73 |
+
500 train 7.439267 (lr=4.9896e-05) (hash(x)=47226806)
|
| 74 |
+
600 val loss 7.4098
|
| 75 |
+
600 val perplexity 1652.0936
|
| 76 |
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600 train 7.449531 (lr=6.9741e-05) (hash(x)=51149322)
|
| 77 |
+
600 val loss 7.7479
|
| 78 |
+
600 val perplexity 2316.7852
|
| 79 |
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600 train 7.808668 (lr=1.9926e-05) (hash(x)=51149322)
|
| 80 |
+
600 val loss 7.4978
|
| 81 |
+
600 val perplexity 1804.1498
|
| 82 |
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600 train 7.543031 (lr=2.9889e-05) (hash(x)=51149322)
|
| 83 |
+
600 val loss 7.4542
|
| 84 |
+
600 val perplexity 1727.0232
|
| 85 |
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600 train 7.500797 (lr=4.9815e-05) (hash(x)=51149322)
|
| 86 |
+
700 val loss 7.3662
|
| 87 |
+
700 val perplexity 1581.5858
|
| 88 |
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700 train 7.328444 (lr=6.9596e-05) (hash(x)=51564551)
|
| 89 |
+
700 val loss 7.6381
|
| 90 |
+
700 val perplexity 2075.7202
|
| 91 |
+
700 train 7.601674 (lr=1.9885e-05) (hash(x)=51564551)
|
| 92 |
+
700 val loss 7.4472
|
| 93 |
+
700 val perplexity 1715.0033
|
| 94 |
+
700 train 7.412354 (lr=2.9827e-05) (hash(x)=51564551)
|
| 95 |
+
700 val loss 7.4139
|
| 96 |
+
700 val perplexity 1658.8911
|
| 97 |
+
700 train 7.377543 (lr=4.9712e-05) (hash(x)=51564551)
|
| 98 |
+
800 val loss 7.3339
|
| 99 |
+
800 val perplexity 1531.3365
|
| 100 |
+
800 train 7.086210 (lr=6.9419e-05) (hash(x)=45093459)
|
| 101 |
+
800 val loss 7.5613
|
| 102 |
+
800 val perplexity 1922.2756
|
| 103 |
+
800 train 7.341402 (lr=1.9834e-05) (hash(x)=45093459)
|
| 104 |
+
800 val loss 7.3970
|
| 105 |
+
800 val perplexity 1631.0750
|
| 106 |
+
800 train 7.159473 (lr=2.9751e-05) (hash(x)=45093459)
|
| 107 |
+
800 val loss 7.3797
|
| 108 |
+
800 val perplexity 1603.0342
|
| 109 |
+
800 train 7.141194 (lr=4.9585e-05) (hash(x)=45093459)
|
| 110 |
+
900 val loss 7.3133
|
| 111 |
+
900 val perplexity 1500.0953
|
| 112 |
+
900 train 7.530349 (lr=6.9210e-05) (hash(x)=54988361)
|
| 113 |
+
900 val loss 7.5042
|
| 114 |
+
900 val perplexity 1815.7388
|
| 115 |
+
900 train 7.794142 (lr=1.9774e-05) (hash(x)=54988361)
|
| 116 |
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900 val loss 7.3566
|
| 117 |
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900 val perplexity 1566.5011
|
| 118 |
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900 train 7.629829 (lr=2.9662e-05) (hash(x)=54988361)
|
| 119 |
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900 val loss 7.3483
|
| 120 |
+
900 val perplexity 1553.5599
|
| 121 |
+
900 train 7.611835 (lr=4.9436e-05) (hash(x)=54988361)
|
| 122 |
+
1000 val loss 7.3015
|
| 123 |
+
1000 val perplexity 1482.5197
|
| 124 |
+
1000 train 7.151457 (lr=6.8970e-05) (hash(x)=47588648)
|
| 125 |
+
1000 val loss 7.4704
|
| 126 |
+
1000 val perplexity 1755.3352
|
| 127 |
+
1000 train 7.308885 (lr=1.9706e-05) (hash(x)=47588648)
|
| 128 |
+
1000 val loss 7.3298
|
| 129 |
+
1000 val perplexity 1525.1024
|
| 130 |
+
1000 train 7.173532 (lr=2.9558e-05) (hash(x)=47588648)
|
| 131 |
+
1000 val loss 7.3243
|
| 132 |
+
1000 val perplexity 1516.7701
|
| 133 |
+
1000 train 7.170599 (lr=4.9264e-05) (hash(x)=47588648)
|
| 134 |
+
1100 val loss 7.2816
|
| 135 |
+
1100 val perplexity 1453.3807
|
| 136 |
+
1100 val loss 7.4328
|
| 137 |
+
1100 val perplexity 1690.5720
|
| 138 |
+
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