Model save
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README.md
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---
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library_name: transformers
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base_model: danasone/bart-small-ru-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: bart_hin_eng_mt
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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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# bart_hin_eng_mt
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This model is a fine-tuned version of [danasone/bart-small-ru-en](https://huggingface.co/danasone/bart-small-ru-en) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9000
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- Bleu: 12.0235
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- Gen Len: 33.4107
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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: 0.0001
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- train_batch_size: 100
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- eval_batch_size: 40
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- total_train_batch_size: 200
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- total_eval_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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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 15.0
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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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| 2.6298 | 1.0 | 8265 | 2.6192 | 4.5435 | 39.8786 |
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| 2.2656 | 2.0 | 16530 | 2.2836 | 8.2498 | 35.8339 |
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| 2.0625 | 3.0 | 24795 | 2.1747 | 9.9182 | 35.5214 |
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| 1.974 | 4.0 | 33060 | 2.0760 | 10.1515 | 33.9732 |
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| 1.925 | 5.0 | 41325 | 2.0285 | 10.7702 | 34.175 |
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| 1.8076 | 6.0 | 49590 | 1.9860 | 11.4286 | 34.8875 |
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| 1.7817 | 7.0 | 57855 | 1.9664 | 11.4579 | 32.6411 |
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| 1.7025 | 8.0 | 66120 | 1.9561 | 11.9226 | 33.5179 |
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| 1.6691 | 9.0 | 74385 | 1.9354 | 11.7352 | 33.2161 |
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| 1.6631 | 10.0 | 82650 | 1.9231 | 11.9303 | 32.7679 |
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| 1.6317 | 11.0 | 90915 | 1.9264 | 11.5889 | 32.625 |
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| 1.6449 | 12.0 | 99180 | 1.9047 | 11.8451 | 33.8554 |
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| 1.6165 | 13.0 | 107445 | 1.9040 | 12.0755 | 32.7661 |
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| 1.5826 | 14.0 | 115710 | 1.9000 | 12.3137 | 33.3536 |
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| 1.5835 | 15.0 | 123975 | 1.9000 | 12.0235 | 33.4107 |
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### Framework versions
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- Transformers 4.45.0.dev0
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- Pytorch 2.4.0+cu121
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"pad_token_id": 1,
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"transformers_version": "4.45.0.dev0"
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}
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model.safetensors
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size 197603580
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size 197603580
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runs/Sep04_15-07-03_e2e-68-229/events.out.tfevents.1725476869.e2e-68-229
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size
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size 2670162
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