End of training
Browse files- README.md +27 -18
- generation_config.json +0 -1
- logs/events.out.tfevents.1720096268.54c460ec6a8d.207.0 +3 -0
- logs/events.out.tfevents.1720096352.54c460ec6a8d.207.1 +3 -0
- model.safetensors +1 -1
- tokenizer.json +16 -2
- training_args.bin +2 -2
README.md
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- generated_from_trainer
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datasets:
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- samsum
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model-index:
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- name: flan-t5-base-samsum
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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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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the samsum dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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## Model description
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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: 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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### Training results
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| Training Loss | Epoch
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| 0.0 | 1.0423 | 480 | nan |
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| 0.0 | 1.3029 | 600 | nan |
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| 0.0 | 1.5635 | 720 | nan |
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| 0.0 | 1.8241 | 840 | nan |
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| 0.0 | 2.0847 | 960 | nan |
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| 0.0 | 2.3453 | 1080 | nan |
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| 0.0 | 2.6059 | 1200 | nan |
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| 0.0 | 2.8664 | 1320 | nan |
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### Framework versions
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- generated_from_trainer
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datasets:
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- samsum
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metrics:
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- rouge
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model-index:
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- name: flan-t5-base-samsum
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results:
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- task:
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name: Sequence-to-sequence Language Modeling
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type: text2text-generation
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dataset:
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name: samsum
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type: samsum
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config: samsum
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split: test
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args: samsum
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metrics:
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- name: Rouge1
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type: rouge
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value: 48.1912
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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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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the samsum dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3757
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- Rouge1: 48.1912
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- Rouge2: 24.2128
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- Rougel: 38.5371
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- Rougelsum: 44.4028
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- Gen Len: 37.2601
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## Model description
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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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- 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 | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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| 1.4527 | 1.0 | 1842 | 1.3877 | 47.3547 | 23.666 | 37.8589 | 43.9796 | 37.3907 |
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| 1.3395 | 2.0 | 3684 | 1.3770 | 47.5502 | 23.8731 | 38.0121 | 43.8511 | 37.4554 |
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| 1.2926 | 3.0 | 5526 | 1.3757 | 48.1912 | 24.2128 | 38.5371 | 44.4028 | 37.2601 |
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### Framework versions
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generation_config.json
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logs/events.out.tfevents.1720096268.54c460ec6a8d.207.0
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logs/events.out.tfevents.1720096352.54c460ec6a8d.207.1
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model.safetensors
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tokenizer.json
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training_args.bin
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