End of training
Browse files
README.md
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@@ -15,14 +15,14 @@ This student model is distilled from the teacher model [roneneldan/TinyStories-3
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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:
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- eval_frwikippl:
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- eval_zhwikippl:
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- eval_tinystoriesppl:
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- eval_loss:
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- eval_runtime: 6.
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- eval_samples_per_second: 76.
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- eval_steps_per_second: 9.
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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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@@ -56,23 +56,23 @@ 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: 6.
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### Eval-Phase Metrics
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| step | epoch | enwikippl | frwikippl | loss | runtime | samples_per_second | steps_per_second | tinystoriesppl | zhwikippl |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| **teacher eval** | | 169.9865 | 47377.9414 | | | | | 3.9789 | 4998.1294 |
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| 0 | 0 |
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| 5000 | 0.1010 |
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| 10000 | 0.2020 |
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| 15000 | 0.3030 |
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| 20000 | 0.4040 |
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| 25000 | 0.5051 |
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| 30000 | 0.6061 |
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| 35000 | 0.7071 |
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| 40000 | 0.8081 |
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| 45000 | 0.9091 |
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| 49500 | 1.0 |
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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: 13782.8369
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- eval_frwikippl: 65787.1094
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- eval_zhwikippl: 58004.7852
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- eval_tinystoriesppl: 6904.7764
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- eval_loss: 5.9830
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- eval_runtime: 6.5013
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- eval_samples_per_second: 76.908
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- eval_steps_per_second: 9.69
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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: 6.6058 GB
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### Eval-Phase Metrics
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| step | epoch | enwikippl | frwikippl | loss | runtime | samples_per_second | steps_per_second | tinystoriesppl | zhwikippl |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| **teacher eval** | | 169.9865 | 47377.9414 | | | | | 3.9789 | 4998.1294 |
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| 0 | 0 | 24265.9961 | 83952.2266 | 6.4532 | 6.5041 | 76.875 | 9.686 | 14059.6133 | 62337.3242 |
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| 5000 | 0.1010 | 13782.8369 | 65787.1094 | 5.9830 | 6.5013 | 76.908 | 9.69 | 6904.7764 | 58004.7852 |
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| 10000 | 0.2020 | 13782.8369 | 65676.0234 | 5.9770 | 6.4897 | 77.046 | 9.708 | 6916.2041 | 58066.7188 |
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| 15000 | 0.3030 | 13804.2139 | 65639.0234 | 5.9770 | 6.4932 | 77.003 | 9.702 | 6925.3584 | 58066.7188 |
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| 20000 | 0.4040 | 13812.7734 | 65639.0234 | 5.9770 | 6.511 | 76.793 | 9.676 | 6934.5249 | 58066.7188 |
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| 25000 | 0.5051 | 13829.8955 | 65639.0234 | 5.9770 | 6.5 | 76.923 | 9.692 | 6944.8496 | 58097.6836 |
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| 30000 | 0.6061 | 13834.1826 | 65639.0234 | 5.9765 | 6.5123 | 76.778 | 9.674 | 6949.4409 | 58128.7188 |
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| 35000 | 0.7071 | 13834.1826 | 65639.0234 | 5.9765 | 6.4965 | 76.965 | 9.698 | 6952.8945 | 58159.7148 |
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| 40000 | 0.8081 | 13842.7607 | 65639.0234 | 5.9765 | 6.5677 | 76.13 | 9.592 | 6957.4912 | 58159.7148 |
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| 45000 | 0.9091 | 13851.3447 | 65639.0234 | 5.9770 | 6.5257 | 76.62 | 9.654 | 6957.4912 | 58159.7148 |
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| 49500 | 1.0 | 13851.3447 | 65639.0234 | 5.9770 | 6.5191 | 76.698 | 9.664 | 6957.4912 | 58159.7148 |
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### Framework versions
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- Distily 0.2.0
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logs/dropout=0, learning_rate=0.004, optim=sgd, warmup_ratio=0, weight_decay=0/events.out.tfevents.1723944312.5f530b1cf724
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:af2a207847519aeb44160838a18197b7125bbb78f60909c98710b2fa86139c2c
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size 312
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