Upload folder using huggingface_hub
Browse files- attention_kindselective_n_heads4_seed1344/args.json +1 -0
- attention_kindselective_n_heads4_seed1344/dataloader_17499.pt +3 -0
- attention_kindselective_n_heads4_seed1344/log2.txt +528 -0
- attention_kindselective_n_heads4_seed1344/model_17499.pt +3 -0
- attention_kindselective_n_heads4_seed1344/optimizer_17499.pt +3 -0
attention_kindselective_n_heads4_seed1344/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1344", "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": 1344, "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": 3e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "3e-5_30720_4_1344", "n_embd": 256}
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attention_kindselective_n_heads4_seed1344/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_seed1344/log2.txt
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| 1 |
+
max_steps: 17500
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| 2 |
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0 val loss 11.2848
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| 3 |
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0 val perplexity 79602.4766
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| 4 |
+
0 train 11.283560 (lr=1.5000e-07) (hash(x)=145830960)
|
| 5 |
+
100 val loss 9.9692
|
| 6 |
+
100 val perplexity 21358.1699
|
| 7 |
+
100 train 9.986609 (lr=1.5150e-05) (hash(x)=156335112)
|
| 8 |
+
200 val loss 9.1055
|
| 9 |
+
200 val perplexity 9005.0107
|
| 10 |
+
200 train 9.164769 (lr=3.0000e-05) (hash(x)=144157453)
|
| 11 |
+
300 val loss 8.1325
|
| 12 |
+
300 val perplexity 3403.3740
|
| 13 |
+
300 train 8.135631 (lr=2.9998e-05) (hash(x)=149245414)
|
| 14 |
+
400 val loss 7.6795
|
| 15 |
+
400 val perplexity 2163.4895
|
| 16 |
+
400 train 7.722869 (lr=2.9991e-05) (hash(x)=146764602)
|
| 17 |
+
500 val loss 7.5390
|
| 18 |
+
500 val perplexity 1879.9814
|
| 19 |
+
500 train 7.497005 (lr=2.9980e-05) (hash(x)=152540261)
|
| 20 |
+
600 val loss 7.4717
|
| 21 |
+
600 val perplexity 1757.6008
|
| 22 |
+
600 train 7.247765 (lr=2.9964e-05) (hash(x)=140559124)
|
| 23 |
+
700 val loss 7.4065
|
| 24 |
+
700 val perplexity 1646.7147
|
| 25 |
+
700 train 7.458422 (lr=2.9944e-05) (hash(x)=156003556)
|
| 26 |
+
800 val loss 7.3485
|
| 27 |
+
800 val perplexity 1553.9318
|
| 28 |
+
800 train 7.892264 (lr=2.9920e-05) (hash(x)=166024176)
|
| 29 |
+
900 val loss 7.3074
|
| 30 |
+
900 val perplexity 1491.2965
|
| 31 |
+
900 train 7.358513 (lr=2.9891e-05) (hash(x)=156196976)
|
| 32 |
+
1000 val loss 7.2559
|
| 33 |
+
1000 val perplexity 1416.4850
|
| 34 |
+
1000 train 7.332314 (lr=2.9858e-05) (hash(x)=161040668)
|
| 35 |
+
1100 val loss 7.2075
|
| 36 |
+
1100 val perplexity 1349.4982
|
| 37 |
+
1100 train 7.274787 (lr=2.9820e-05) (hash(x)=175899671)
|
| 38 |
+
1200 val loss 7.1561
|
| 39 |
+
1200 val perplexity 1281.8519
|
| 40 |
+
1200 train 7.172896 (lr=2.9778e-05) (hash(x)=148878990)
|
| 41 |
+
1300 val loss 7.0955
|
| 42 |
+
1300 val perplexity 1206.5381
|
| 43 |
+
1300 train 7.090349 (lr=2.9732e-05) (hash(x)=147253797)
|
| 44 |
+
1400 val loss 7.0572
|
| 45 |
+
1400 val perplexity 1161.1394
|
| 46 |
+
1400 train 7.078465 (lr=2.9681e-05) (hash(x)=150420695)
|
| 47 |
+
1500 val loss 6.9883
|
| 48 |
+
1500 val perplexity 1083.8916
|
| 49 |
+
1500 train 6.935720 (lr=2.9626e-05) (hash(x)=146933283)
|
| 50 |
+
1600 val loss 6.9395
|
| 51 |
+
1600 val perplexity 1032.2332
|
| 52 |
+
1600 train 6.901734 (lr=2.9566e-05) (hash(x)=151995229)
|
| 53 |
+
1700 val loss 6.9046
|
| 54 |
+
1700 val perplexity 996.8332
|
| 55 |
+
1700 train 7.139846 (lr=2.9502e-05) (hash(x)=154468626)
|
| 56 |
+
1800 val loss 6.8615
|
| 57 |
+
1800 val perplexity 954.8381
|
| 58 |
+
1800 train 6.561424 (lr=2.9434e-05) (hash(x)=139853932)
|
| 59 |
+
1900 val loss 6.8130
|
| 60 |
+
1900 val perplexity 909.5905
|
| 61 |
+
1900 train 6.602960 (lr=2.9362e-05) (hash(x)=142492588)
|
| 62 |
+
2000 val loss 6.7646
|
| 63 |
+
2000 val perplexity 866.5991
|
| 64 |
+
2000 train 7.098177 (lr=2.9285e-05) (hash(x)=174104207)
|
| 65 |
+
2100 val loss 6.7188
|
| 66 |
+
2100 val perplexity 827.8433
|
| 67 |
+
2100 train 6.714899 (lr=2.9204e-05) (hash(x)=151046997)
|
| 68 |
+
2200 val loss 6.6761
|
| 69 |
+
2200 val perplexity 793.2269
|
| 70 |
+
2200 train 6.536441 (lr=2.9119e-05) (hash(x)=146275038)
|
| 71 |
+
2300 val loss 6.6381
|
| 72 |
+
2300 val perplexity 763.6530
|
| 73 |
+
2300 train 6.574053 (lr=2.9030e-05) (hash(x)=147779512)
|
| 74 |
+
2400 val loss 6.6098
|
| 75 |
+
2400 val perplexity 742.3422
|
| 76 |
+
2400 train 6.482061 (lr=2.8937e-05) (hash(x)=141403655)
|
| 77 |
+
2500 val loss 6.5681
|
| 78 |
+
2500 val perplexity 712.0099
|
| 79 |
+
2500 train 6.546371 (lr=2.8840e-05) (hash(x)=160143436)
|
| 80 |
+
2600 val loss 6.5341
|
| 81 |
+
2600 val perplexity 688.2089
|
| 82 |
+
2600 train 6.783262 (lr=2.8738e-05) (hash(x)=173675040)
|
| 83 |
+
2700 val loss 6.5074
|
| 84 |
+
2700 val perplexity 670.1088
|
| 85 |
+
2700 train 6.542911 (lr=2.8633e-05) (hash(x)=150124772)
|
| 86 |
+
2800 val loss 6.4810
|
| 87 |
+
2800 val perplexity 652.6323
|
| 88 |
+
2800 train 6.611236 (lr=2.8523e-05) (hash(x)=162475906)
|
| 89 |
+
2900 val loss 6.4627
|
| 90 |
+
2900 val perplexity 640.7689
|
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attention_kindselective_n_heads4_seed1344/model_17499.pt
ADDED
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ADDED
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