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--- |
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base_model: google/pegasus-cnn_dailymail |
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tags: |
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- generated_from_trainer |
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- dialog summarizer |
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model-index: |
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- name: pegasus-finetuned-dialog-summarizer |
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results: [] |
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license: apache-2.0 |
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datasets: |
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- samsum |
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metrics: |
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- rouge |
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library_name: transformers |
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widget: |
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- text: "Ernest: hey Mike, did you park your car on our street? Mike: no, took it into garage today Ernest: ok good Mike: why? Ernest: someone just crashed into a red honda looking just like yours Mike: lol lucky me." |
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- text: "Laura: Where are you? Paul: Almost there. Laura: Which is? Paul: Close to the Mac. Laura: That's so far away! Paul: 15 mins Laura: I am not waiting any more, see you some other time. Paul: Please, wait! Laura: I've waited 30 minutes, 15 minutes ago you wrote you were almost here. This is too much. Paul: I am so sorry. Laura: I am not." |
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- text: "Lola: hey girlfriend, what's up? Adele: Oh, hi Lols, not much. Adele: got a new dog. Lola: another one? Adele: Yup. a pup biscuit lab. 4 months. Chewy. Lola: how did the others react? Adele: the cats keep their distance, Poppy and Lulu seem to mother him. Speedy wants to play. Lola: no fighting? that's new. Adele: they say puppies are accepted by other animals more easily than older dogs Lola: especially girl dogs, probably Adele: with the other ones I had to wean them because I took them in as adult dogs. And girls like to fight. like crazy. Lola: doggies, right/. Adele: that too :P Lola: haha. true though. Adele: I know, right. Anyway, called him Bones. He's so plump it kinda fit. Lola: cute. can't wait to see him." |
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- text: "Ali: I think I left my wallet at your place yesterday. Could you check? Garcia: Give me a sec, I'll have a look around my room. Ali: OK. Garcia: Found it! Ali: Phew, I don't know what I'd do if it wasn't there. Can you bring it to uni tomorrow? Garcia: Sure thing." |
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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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# pegasus-finetuned-dialog-summarizer |
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This model is a fine-tuned version of [google/pegasus-cnn_dailymail](https://huggingface.co/google/pegasus-cnn_dailymail) on the samsum dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.4894 |
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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: 1 |
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- eval_batch_size: 1 |
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- seed: 42 |
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- gradient_accumulation_steps: 16 |
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- total_train_batch_size: 16 |
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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: 500 |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.6489 | 0.54 | 500 | 1.4894 | |
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### Framework versions |
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- Transformers 4.37.2 |
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- Pytorch 2.1.0+cu121 |
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- Datasets 2.17.1 |
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- Tokenizers 0.15.2 |
