gouravsinha
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Model save
Browse files- README.md +63 -0
- generation_config.json +20 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: Helsinki-NLP/opus-mt-de-en
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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: german_to_english
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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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# german_to_english
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This model is a fine-tuned version of [Helsinki-NLP/opus-mt-de-en](https://huggingface.co/Helsinki-NLP/opus-mt-de-en) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5712
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- Bleu: 63.9999
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- Gen Len: 7.0416
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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: 16
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- eval_batch_size: 16
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- seed: 42
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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: 2
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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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| 0.8374 | 1.0 | 385 | 0.6619 | 60.2542 | 7.054 |
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| 0.4935 | 2.0 | 770 | 0.5712 | 63.9999 | 7.0416 |
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.2.2+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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generation_config.json
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{
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"bad_words_ids": [
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[
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58100
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]
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],
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"bos_token_id": 0,
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"decoder_start_token_id": 58100,
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"do_sample": true,
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"eos_token_id": 0,
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"forced_eos_token_id": 0,
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"max_length": 512,
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"max_new_tokens": 20,
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"num_beams": 4,
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"pad_token_id": 0,
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"renormalize_logits": true,
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"temperature": 0,
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"top_p": 0.7,
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"transformers_version": "4.38.2"
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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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size 295806292
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version https://git-lfs.github.com/spec/v1
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size 295806292
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