Model save
Browse files- README.md +72 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
README.md
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---
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base_model: jarod0411/zinc10M_gpt2_SMILES_bpe_combined_step1
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: linker_v6
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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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# linker_v6
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This model is a fine-tuned version of [jarod0411/zinc10M_gpt2_SMILES_bpe_combined_step1](https://huggingface.co/jarod0411/zinc10M_gpt2_SMILES_bpe_combined_step1) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3103
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- Accuracy: 0.8995
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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: 5e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 1
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- distributed_type: multi-GPU
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- num_devices: 8
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- total_train_batch_size: 128
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- total_eval_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:------:|:---------------:|:--------:|
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| 0.3747 | 1.0 | 43879 | 0.3539 | 0.8870 |
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| 0.3495 | 2.0 | 87758 | 0.3322 | 0.8936 |
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| 0.3387 | 3.0 | 131637 | 0.3240 | 0.8959 |
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| 0.3322 | 4.0 | 175516 | 0.3194 | 0.8971 |
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| 0.3279 | 5.0 | 219395 | 0.3164 | 0.8978 |
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| 0.325 | 6.0 | 263274 | 0.3140 | 0.8985 |
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| 0.3231 | 7.0 | 307153 | 0.3125 | 0.8989 |
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| 0.3213 | 8.0 | 351032 | 0.3114 | 0.8992 |
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| 0.3201 | 9.0 | 394911 | 0.3107 | 0.8994 |
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| 0.3191 | 10.0 | 438790 | 0.3103 | 0.8995 |
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### Framework versions
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- Transformers 4.38.0.dev0
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- Pytorch 2.2.0+cu121
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- Datasets 2.17.0
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- Tokenizers 0.15.2
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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": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.38.0.dev0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 497774208
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version https://git-lfs.github.com/spec/v1
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oid sha256:2cb13f1561df5c89fb2e7f8d25f2280edae9b76430ab03d1a1d11dec1e6dc38d
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size 497774208
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