siyuansong commited on
Commit
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Update model files for opt-clean_plus_vocab_error_5pct_42_1e-3

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README.md ADDED
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+ ---
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+ library_name: transformers
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: opt-clean_plus_vocab_error_5pct_42_1e-3
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+ results: []
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+ ---
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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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+
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+ # opt-clean_plus_vocab_error_5pct_42_1e-3
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+
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+ This model is a fine-tuned version of [/work/10368/siyuansong/vista/models/opt-clean_plus_vocab_error_5pct_42_1e-3/config.json](https://huggingface.co//work/10368/siyuansong/vista/models/opt-clean_plus_vocab_error_5pct_42_1e-3/config.json) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 3.8294
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.001
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+ - train_batch_size: 256
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+ - eval_batch_size: 256
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 2048
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 32000
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+ - num_epochs: 10.0
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | No log | 1.0 | 275 | 7.0274 |
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+ | No log | 2.0 | 550 | 5.5115 |
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+ | No log | 3.0 | 825 | 4.9736 |
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+ | 6.3514 | 4.0 | 1100 | 4.6719 |
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+ | 6.3514 | 5.0 | 1375 | 4.4466 |
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+ | 6.3514 | 6.0 | 1650 | 4.2720 |
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+ | 6.3514 | 7.0 | 1925 | 4.1349 |
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+ | 4.412 | 8.0 | 2200 | 4.0182 |
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+ | 4.412 | 9.0 | 2475 | 3.9183 |
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+ | 4.412 | 10.0 | 2750 | 3.8294 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.54.0.dev0
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+ - Pytorch 2.5.1
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.1
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