ToirovSadi
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End of training
Browse files
README.md
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---
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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- bleu
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model-index:
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- name: t5-small
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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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# t5-small
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This model was trained from scratch on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.6644
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- Rouge1: 58.4345
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- Rouge2: 35.6298
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- Rougel: 56.7347
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- Rougelsum: 56.768
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- Bleu: 0.2405
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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: 5e-05
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- train_batch_size: 64
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- eval_batch_size: 64
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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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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu |
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|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:------:|
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| 1.8479 | 0.34 | 3000 | 1.7017 | 58.311 | 35.3602 | 56.618 | 56.6461 | 0.2379 |
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| 1.8327 | 0.68 | 6000 | 1.6922 | 58.3222 | 35.4329 | 56.6269 | 56.6666 | 0.2385 |
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| 1.8236 | 1.01 | 9000 | 1.6832 | 58.3368 | 35.42 | 56.6223 | 56.6611 | 0.2382 |
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| 1.8046 | 1.35 | 12000 | 1.6784 | 58.4461 | 35.538 | 56.7423 | 56.779 | 0.2394 |
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| 1.8078 | 1.69 | 15000 | 1.6718 | 58.4257 | 35.566 | 56.7209 | 56.7558 | 0.2394 |
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| 1.7989 | 2.03 | 18000 | 1.6688 | 58.4162 | 35.6118 | 56.7173 | 56.7626 | 0.2402 |
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| 1.7945 | 2.37 | 21000 | 1.6661 | 58.444 | 35.6166 | 56.7463 | 56.7845 | 0.2401 |
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| 1.7907 | 2.71 | 24000 | 1.6644 | 58.4345 | 35.6298 | 56.7347 | 56.768 | 0.2405 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 1.13.0+cu117
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- Datasets 2.4.0
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- Tokenizers 0.15.0
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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": 1,
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"pad_token_id": 0,
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"transformers_version": "4.36.2"
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}
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model.safetensors
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runs/Dec29_15-50-45_n1y9t1aejz/events.out.tfevents.1703865068.n1y9t1aejz.383.0
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size 18256
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