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distily_bench_gpt2_optim

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distily
gpt2
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  1. README.md +22 -22
  2. runs/Aug10_09-14-33_93d6cbb3ad53/events.out.tfevents.1723285500.93d6cbb3ad53 +3 -0
README.md CHANGED
@@ -16,13 +16,13 @@ This student model is distilled from the teacher model [gpt2](https://huggingfac
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  The [Distily](https://github.com/lapp0/distily) library was used for this distillation.
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  It achieves the following results on the evaluation set:
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- - eval_enwikippl: 854.1211
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- - eval_frwikippl: 4984.0498
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- - eval_zhwikippl: 8071.4624
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- - eval_loss: 7592.3198
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- - eval_runtime: 22.093
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- - eval_samples_per_second: 45.263
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- - eval_steps_per_second: 11.316
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment.
@@ -59,26 +59,26 @@ The following hyperparameters were used during training:
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  - num_epochs: 1.0
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  ### Resource Usage
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- Peak GPU Memory: 4.6175 GB
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  ### Eval-Phase Metrics
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  | step | epoch | enwikippl | frwikippl | loss | runtime | samples_per_second | steps_per_second | zhwikippl |
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  | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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  | **teacher eval** | | 30.2385 | 57.2728 | | | | | 18.1772 |
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- | 0 | 0 | 55339.3672 | 57682.5742 | 331776.0 | 21.5321 | 46.442 | 11.611 | 57080.2930 |
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- | 500 | 0.0808 | 2252.7444 | 10031.8955 | 12590.8477 | 21.6698 | 46.147 | 11.537 | 54057.1758 |
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- | 1000 | 0.1616 | 1772.2999 | 6312.1328 | 10713.8564 | 21.7782 | 45.917 | 11.479 | 20088.1348 |
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- | 1500 | 0.2424 | 1526.4294 | 5867.9150 | 9839.7441 | 21.9107 | 45.64 | 11.41 | 12735.1455 |
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- | 2000 | 0.3232 | 1386.3311 | 5905.2700 | 9335.0400 | 21.6766 | 46.133 | 11.533 | 12883.1006 |
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- | 2500 | 0.4040 | 1285.9930 | 5870.4004 | 9057.4082 | 21.7814 | 45.911 | 11.478 | 12968.5391 |
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- | 3000 | 0.4848 | 1184.0109 | 5485.2373 | 8730.4961 | 21.825 | 45.819 | 11.455 | 11484.6025 |
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- | 3500 | 0.5657 | 1126.2782 | 5563.9180 | 8546.9443 | 21.8317 | 45.805 | 11.451 | 12904.6191 |
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- | 4000 | 0.6465 | 1054.3176 | 5538.6753 | 8247.4883 | 21.7217 | 46.037 | 11.509 | 12877.9414 |
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- | 4500 | 0.7273 | 994.4172 | 5374.4102 | 8100.9922 | 21.713 | 46.055 | 11.514 | 11938.875 |
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- | 5000 | 0.8081 | 946.4249 | 5192.8228 | 7962.6880 | 21.8256 | 45.818 | 11.454 | 9305.625 |
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- | 5500 | 0.8889 | 910.4888 | 5210.4282 | 7757.3120 | 22.1477 | 45.152 | 11.288 | 9479.9629 |
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- | 6000 | 0.9697 | 871.6422 | 5126.9775 | 7617.0239 | 22.8323 | 43.798 | 10.949 | 8336.0049 |
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- | 6187 | 0.9999 | 854.1211 | 4984.0498 | 7592.3198 | 22.093 | 45.263 | 11.316 | 8071.4624 |
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  ### Framework versions
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  - Distily 0.2.0
 
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  The [Distily](https://github.com/lapp0/distily) library was used for this distillation.
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  It achieves the following results on the evaluation set:
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+ - eval_enwikippl: 557.4904
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+ - eval_frwikippl: 3720.3530
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+ - eval_zhwikippl: 4680.3271
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+ - eval_loss: 7067.3281
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+ - eval_runtime: 21.809
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+ - eval_samples_per_second: 45.853
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+ - eval_steps_per_second: 11.463
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment.
 
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  - num_epochs: 1.0
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  ### Resource Usage
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+ Peak GPU Memory: 4.9635 GB
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  ### Eval-Phase Metrics
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  | step | epoch | enwikippl | frwikippl | loss | runtime | samples_per_second | steps_per_second | zhwikippl |
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  | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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  | **teacher eval** | | 30.2385 | 57.2728 | | | | | 18.1772 |
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+ | 0 | 0 | 55339.3672 | 57682.5742 | 331776.0 | 21.8237 | 45.822 | 11.455 | 57080.2930 |
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+ | 500 | 0.0808 | 2141.9436 | 10202.3701 | 12330.6885 | 21.7635 | 45.948 | 11.487 | 53877.0430 |
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+ | 1000 | 0.1616 | 1548.9375 | 5687.2700 | 10414.7197 | 21.7598 | 45.956 | 11.489 | 18884.9902 |
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+ | 1500 | 0.2424 | 1210.3187 | 5229.9336 | 9469.8877 | 21.7665 | 45.942 | 11.486 | 13649.9746 |
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+ | 2000 | 0.3232 | 1043.7686 | 5214.2856 | 8923.7764 | 21.649 | 46.191 | 11.548 | 16504.4258 |
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+ | 2500 | 0.4040 | 918.9057 | 4731.1772 | 8583.6797 | 21.7074 | 46.067 | 11.517 | 16631.6348 |
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+ | 3000 | 0.4848 | 835.4744 | 4334.6509 | 8223.8076 | 21.8184 | 45.833 | 11.458 | 11922.9453 |
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+ | 3500 | 0.5657 | 767.9663 | 4349.3467 | 8085.1519 | 21.829 | 45.811 | 11.453 | 14098.2949 |
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+ | 4000 | 0.6465 | 713.7677 | 4238.2466 | 7742.4639 | 21.8774 | 45.709 | 11.427 | 15250.9297 |
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+ | 4500 | 0.7273 | 665.8071 | 3945.1226 | 7548.7358 | 21.7762 | 45.922 | 11.48 | 11118.6543 |
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+ | 5000 | 0.8081 | 625.8375 | 3838.6619 | 7384.2559 | 21.827 | 45.815 | 11.454 | 7372.2939 |
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+ | 5500 | 0.8889 | 599.3104 | 3789.3154 | 7218.8159 | 21.7296 | 46.02 | 11.505 | 5835.5698 |
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+ | 6000 | 0.9697 | 571.8722 | 3735.3345 | 7106.2402 | 21.667 | 46.153 | 11.538 | 5088.3940 |
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+ | 6187 | 0.9999 | 557.4904 | 3720.3530 | 7067.3281 | 21.809 | 45.853 | 11.463 | 4680.3271 |
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  ### Framework versions
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  - Distily 0.2.0
runs/Aug10_09-14-33_93d6cbb3ad53/events.out.tfevents.1723285500.93d6cbb3ad53 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:5df72fb7b500c5fa89d2584589b710b0d51a12ca9d9055ee4fca87b9f15c7f05
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+ size 249