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--- |
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license: other |
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base_model: facebook/opt-iml-1.3b |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: sql-OPT-IML-Spider |
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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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# sql-OPT-IML-Spider |
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This model is a fine-tuned version of [facebook/opt-iml-1.3b](https://huggingface.co/facebook/opt-iml-1.3b) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.6240 |
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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: 0.0002 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- gradient_accumulation_steps: 16 |
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- total_train_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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- lr_scheduler_warmup_steps: 100 |
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- training_steps: 200 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 3.4167 | 2.76 | 20 | 3.3131 | |
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| 2.822 | 5.52 | 40 | 2.6244 | |
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| 1.8781 | 8.28 | 60 | 1.7491 | |
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| 1.1619 | 11.03 | 80 | 1.3205 | |
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| 0.7079 | 13.79 | 100 | 1.0339 | |
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| 0.4644 | 16.55 | 120 | 0.8472 | |
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| 0.3597 | 19.31 | 140 | 0.7265 | |
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| 0.3092 | 22.07 | 160 | 0.6580 | |
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| 0.2789 | 24.83 | 180 | 0.6310 | |
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| 0.2646 | 27.59 | 200 | 0.6240 | |
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### Framework versions |
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- Transformers 4.34.0 |
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- Pytorch 2.0.1+cu118 |
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- Datasets 2.14.5 |
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- Tokenizers 0.14.0 |
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