NikitaKukuzey
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End of training
Browse files- README.md +60 -0
- generation_config.json +7 -0
README.md
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---
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base_model: UrukHan/t5-russian-summarization
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tags:
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- generated_from_trainer
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model-index:
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- name: Urukhan_based
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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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# Urukhan_based
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This model is a fine-tuned version of [UrukHan/t5-russian-summarization](https://huggingface.co/UrukHan/t5-russian-summarization) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 1.5822
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- eval_rouge1: 12.4365
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- eval_rouge2: 2.3859
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- eval_rougeL: 12.4889
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- eval_rougeLsum: 12.4796
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- eval_gen_len: 15.7862
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- eval_runtime: 46.8578
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- eval_samples_per_second: 10.18
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- eval_steps_per_second: 0.64
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- epoch: 1.18
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- step: 10000
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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: 3
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.0.0
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- Datasets 2.1.0
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- Tokenizers 0.14.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 2,
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"max_length": 256,
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"pad_token_id": 0,
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"transformers_version": "4.35.0"
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}
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