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  1. .gitattributes +17 -0
  2. README.md +79 -0
  3. checkpoint-3000/config.json +60 -0
  4. checkpoint-3000/generation_config.json +6 -0
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.gitattributes CHANGED
@@ -32,3 +32,20 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - bleu
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+ - rouge
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+ model-index:
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+ - name: t5-small-codesearchnet-multilang-python-java-javascript-go
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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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+ # t5-small-codesearchnet-multilang-python-java-javascript-go
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+
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+ This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4172
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+ - Bleu: 0.0344
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+ - Rouge1: 0.3447
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+ - Rouge2: 0.2223
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+ - Avg Length: 17.0756
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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: 5e-05
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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: 10
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+ - total_train_batch_size: 80
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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: 15
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Bleu | Rouge1 | Rouge2 | Avg Length |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:----------:|
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+ | No log | 1.0 | 375 | 0.4953 | 0.0246 | 0.2585 | 0.1659 | 17.688 |
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+ | 2.1147 | 2.0 | 750 | 0.4376 | 0.0263 | 0.293 | 0.1912 | 17.044 |
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+ | 0.4761 | 3.0 | 1125 | 0.4125 | 0.0317 | 0.2964 | 0.1965 | 17.4636 |
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+ | 0.4163 | 4.0 | 1500 | 0.3980 | 0.0277 | 0.3095 | 0.2015 | 16.3844 |
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+ | 0.4163 | 5.0 | 1875 | 0.3868 | 0.0293 | 0.325 | 0.2082 | 16.6804 |
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+ | 0.3808 | 6.0 | 2250 | 0.3815 | 0.0288 | 0.3232 | 0.2089 | 16.7996 |
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+ | 0.352 | 7.0 | 2625 | 0.3720 | 0.024 | 0.3225 | 0.2119 | 15.8864 |
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+ | 0.3295 | 8.0 | 3000 | 0.3695 | 0.0198 | 0.3142 | 0.2118 | 15.4172 |
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+ | 0.3295 | 9.0 | 3375 | 0.3736 | 0.0305 | 0.343 | 0.2206 | 16.8566 |
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+ | 0.3052 | 10.0 | 3750 | 0.3811 | 0.0316 | 0.3442 | 0.2215 | 16.8834 |
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+ | 0.2887 | 11.0 | 4125 | 0.3775 | 0.023 | 0.3262 | 0.2149 | 15.6226 |
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+ | 0.2799 | 12.0 | 4500 | 0.3793 | 0.034 | 0.3397 | 0.2186 | 16.6344 |
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+ | 0.2799 | 13.0 | 4875 | 0.3875 | 0.0312 | 0.3389 | 0.2192 | 16.7964 |
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+ | 0.2517 | 14.0 | 5250 | 0.3833 | 0.0337 | 0.3387 | 0.22 | 16.9076 |
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+ | 0.2409 | 15.0 | 5625 | 0.4172 | 0.0344 | 0.3447 | 0.2223 | 17.0756 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.28.1
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+ - Pytorch 2.0.0+cu118
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+ - Datasets 2.12.0
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+ - Tokenizers 0.13.3
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