Model save
Browse files- README.md +69 -0
- generation_config.json +7 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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base_model: ai4bharat/IndicBART
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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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model-index:
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- name: codemix-test
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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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# codemix-test
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This model is a fine-tuned version of [ai4bharat/IndicBART](https://huggingface.co/ai4bharat/IndicBART) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4771
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- Bleu: 30.8359
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- Gen Len: 14.4799
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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: 2e-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: 4
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- total_train_batch_size: 32
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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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- num_epochs: 3
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:------:|:----:|:---------------:|:-------:|:-------:|
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| 7.0195 | 0.4555 | 500 | 3.2801 | 33.8167 | 17.7783 |
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| 1.8495 | 0.9110 | 1000 | 0.9274 | 37.2318 | 14.4144 |
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| 1.2111 | 1.3671 | 1500 | 0.5053 | 31.1943 | 14.467 |
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| 0.8509 | 1.8226 | 2000 | 0.4772 | 30.8288 | 14.48 |
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| 0.844 | 2.2788 | 2500 | 0.4771 | 30.8365 | 14.4778 |
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| 0.8527 | 2.7342 | 3000 | 0.4771 | 30.8359 | 14.4799 |
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### Framework versions
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- Transformers 4.51.3
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- Pytorch 2.6.0+cu124
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- Datasets 2.14.4
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- Tokenizers 0.21.1
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generation_config.json
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{
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"bos_token_id": 64000,
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"eos_token_id": 64001,
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"forced_eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.51.3"
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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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-
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size 976355336
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version https://git-lfs.github.com/spec/v1
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oid sha256:3679594c84aa5b30854a8721e8eb88501f1991daa6aad3c39bdb662879bbf15a
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size 976355336
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