Commit
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Parent(s):
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End of training
Browse files- README.md +67 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: mit
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base_model: gpt2
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tags:
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- generated_from_trainer
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model-index:
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- name: molgpt_selfies_100mzinc_384width
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results: []
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---
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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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# molgpt_selfies_100mzinc_384width
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This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5005
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0005
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- train_batch_size: 192
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- eval_batch_size: 192
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 5000
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:------:|:---------------:|
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| 0.578 | 0.1 | 50000 | 0.5535 |
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| 0.5564 | 0.2 | 100000 | 0.5450 |
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| 0.5487 | 0.3 | 150000 | 0.5389 |
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| 0.5429 | 0.4 | 200000 | 0.5336 |
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| 0.5369 | 0.5 | 250000 | 0.5275 |
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| 0.5306 | 0.6 | 300000 | 0.5213 |
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| 0.5236 | 0.7 | 350000 | 0.5146 |
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| 0.5163 | 0.8 | 400000 | 0.5079 |
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| 0.5095 | 0.9 | 450000 | 0.5022 |
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| 0.5055 | 1.0 | 500000 | 0.5005 |
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### Framework versions
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- Transformers 4.33.1
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- Pytorch 2.0.1
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.33.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 57142301
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version https://git-lfs.github.com/spec/v1
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oid sha256:5816e49e3ffceeddaecaa3296e36f85575df1c6100920c6d3dec01f1523186a9
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size 57142301
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