End of training
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README.md
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---
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license: apache-2.0
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base_model: google/flan-t5-small
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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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model-index:
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- name: coedit-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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# coedit-small
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This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8242
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- Rouge1: 58.7504
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- Rouge2: 45.1374
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- Rougel: 55.4161
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- Rougelsum: 55.4599
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- Gen Len: 16.5245
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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: 1e-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: 5
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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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| 0.9482 | 1.0 | 4317 | 0.8878 | 58.4501 | 44.2623 | 54.4468 | 54.51 | 16.5088 |
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| 0.9155 | 2.0 | 8634 | 0.8485 | 58.6609 | 44.7759 | 54.9844 | 55.0503 | 16.5339 |
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| 0.8964 | 3.0 | 12951 | 0.8402 | 58.712 | 44.9838 | 55.2171 | 55.2697 | 16.5251 |
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| 0.9049 | 4.0 | 17268 | 0.8305 | 58.7767 | 45.1325 | 55.3955 | 55.4522 | 16.5181 |
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| 0.8948 | 5.0 | 21585 | 0.8242 | 58.7504 | 45.1374 | 55.4161 | 55.4599 | 16.5245 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.7
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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": "4.35.2"
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}
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model.safetensors
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runs/Nov15_17-58-55_b8d4e91faa59/events.out.tfevents.1700071153.b8d4e91faa59.2077.0
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tokenizer.json
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{
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"version": "1.0",
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"truncation":
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"direction": "Right",
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"max_length": 512,
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"strategy": "LongestFirst",
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