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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": 8750, "warmup_steps": 500, "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": 61440, "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":
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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": 8750, "warmup_steps": 500, "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": 61440, "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": 4.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "4.5e-5_61440_4_1342", "n_embd": 256}
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attention_kindselective_n_heads4_seed1342/log2.txt
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max_steps: 8750
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max_steps: 8750
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0 val loss 11.2898
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0 val perplexity 80004.5469
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0 val loss 11.2898
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0 val perplexity 80004.5469
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0 train 11.
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4400 val perplexity 392.2354
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4400 train 5.965618 (lr=2.0598e-05) (hash(x)=160461243)
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4500 val loss 6.0538
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4600 val loss 5.9469
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4600 val perplexity 382.5828
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4700 val loss 6.0269
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4700 val perplexity 377.8774
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4800 val loss 6.0212
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4800 val perplexity 412.0571
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4800 train 5.943006 (lr=1.5601e-05) (hash(x)=156191635)
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4800 val perplexity 375.5807
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4900 val loss 6.0084
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4900 val perplexity 406.8464
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4900 val perplexity 371.0731
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5000 val loss 6.0026
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5000 val perplexity 404.4739
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5000 train 5.947785 (lr=1.4579e-05) (hash(x)=160110619)
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5000 val loss 5.9095
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5000 val perplexity 368.5036
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5000 train 5.861709 (lr=1.7009e-05) (hash(x)=160110619)
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5100 val loss 5.9873
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5100 val perplexity 398.3270
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5100 train 6.010914 (lr=1.4071e-05) (hash(x)=156270070)
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5100 val loss 5.8941
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5100 val perplexity 362.8853
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5200 val loss 5.9787
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5200 train 5.849009 (lr=1.3568e-05) (hash(x)=138954242)
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5200 val loss 5.8882
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5200 val perplexity 360.7615
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5200 train 5.765492 (lr=1.5829e-05) (hash(x)=138954242)
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5300 val loss 5.9750
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5300 val loss 5.8781
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5300 val perplexity 357.1307
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5300 train 5.724410 (lr=1.5246e-05) (hash(x)=146472367)
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5500 val loss 5.8596
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5500 val perplexity 350.5704
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5500 train 5.799724 (lr=1.4099e-05) (hash(x)=147757398)
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5600 val loss 5.9502
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5600 train 5.831348 (lr=1.1602e-05) (hash(x)=151291757)
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5600 val loss 5.8539
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5600 val perplexity 348.5839
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5600 train 5.729513 (lr=1.3536e-05) (hash(x)=151291757)
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5700 val loss 5.9380
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5700 val perplexity 379.1620
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5700 train 5.980654 (lr=1.1127e-05) (hash(x)=156274392)
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5700 val loss 5.8421
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5700 val perplexity 344.4909
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5700 train 5.884508 (lr=1.2981e-05) (hash(x)=156274392)
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5800 val loss 5.9322
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5800 val perplexity 376.9763
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5800 train 5.895813 (lr=1.0659e-05) (hash(x)=152612266)
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5800 val loss 5.8349
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5800 val perplexity 342.0416
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5800 train 5.799439 (lr=1.2436e-05) (hash(x)=152612266)
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5900 val loss 5.9274
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5900 val perplexity 375.1920
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5900 train 6.081093 (lr=1.0200e-05) (hash(x)=148973201)
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5900 val loss 5.8301
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5900 val perplexity 340.3840
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5900 train 5.991538 (lr=1.1900e-05) (hash(x)=148973201)
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6000 val loss 5.9201
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6000 val perplexity 372.4622
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6000 train 5.883375 (lr=9.7500e-06) (hash(x)=158311490)
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6000 val loss 5.8212
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6000 val perplexity 337.3903
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6000 train 5.787454 (lr=1.1375e-05) (hash(x)=158311490)
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6100 val loss 5.9126
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6100 val perplexity 369.6491
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6100 train 5.831893 (lr=9.3098e-06) (hash(x)=147541319)
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6100 val loss 5.8151
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6100 val perplexity 335.3258
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6100 train 5.741688 (lr=1.0861e-05) (hash(x)=147541319)
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6200 val loss 5.9105
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6200 val perplexity 368.8990
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6200 train 5.971362 (lr=8.8800e-06) (hash(x)=154753980)
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6200 val loss 5.8099
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6200 val perplexity 333.5760
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6200 train 5.873833 (lr=1.0360e-05) (hash(x)=154753980)
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6300 val loss 5.9034
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6300 val perplexity 366.2755
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6300 train 5.801030 (lr=8.4613e-06) (hash(x)=140798998)
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6300 val loss 5.8038
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6300 val perplexity 331.5592
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6300 train 5.703178 (lr=9.8715e-06) (hash(x)=140798998)
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6400 val loss 5.8987
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6400 val perplexity 364.5718
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6400 train 5.783006 (lr=8.0542e-06) (hash(x)=149299516)
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6400 val loss 5.8005
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6400 val perplexity 330.4565
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6400 train 5.687269 (lr=9.3966e-06) (hash(x)=149299516)
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6500 val loss 5.8946
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6500 val perplexity 363.0667
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6500 train 5.893285 (lr=7.6594e-06) (hash(x)=148495806)
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6500 val loss 5.7949
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6500 val perplexity 328.6337
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6500 train 5.787768 (lr=8.9359e-06) (hash(x)=148495806)
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6600 val loss 5.8868
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6600 val perplexity 360.2643
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6600 train 5.860414 (lr=7.2774e-06) (hash(x)=153664387)
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6600 val loss 5.7871
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6600 val perplexity 326.0732
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6600 train 5.761164 (lr=8.4903e-06) (hash(x)=153664387)
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6700 val loss 5.8848
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6700 val perplexity 359.5459
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6700 train 5.866759 (lr=6.9087e-06) (hash(x)=153333491)
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6700 val loss 5.7843
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6700 val perplexity 325.1652
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6700 train 5.766811 (lr=8.0602e-06) (hash(x)=153333491)
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6800 val loss 5.8856
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6800 val perplexity 359.8354
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6800 train 5.644751 (lr=6.5540e-06) (hash(x)=150149382)
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6800 val loss 5.7835
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6800 val perplexity 324.8955
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6800 train 5.536487 (lr=7.6463e-06) (hash(x)=150149382)
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|
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|
| 1 |
max_steps: 8750
|
|
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|
|
|
|
|
|
|
| 2 |
0 val loss 11.2898
|
| 3 |
0 val perplexity 80004.5469
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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| 15 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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| 23 |
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| 24 |
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|
| 25 |
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| 26 |
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| 27 |
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| 29 |
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| 50 |
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|
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attention_kindselective_n_heads4_seed1342/model_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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|
| 3 |
size 92843394
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version https://git-lfs.github.com/spec/v1
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+
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|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1342/optimizer_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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|
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size 179406214
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version https://git-lfs.github.com/spec/v1
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