End of training
Browse files- README.md +67 -0
- generation_config.json +11 -0
- model.safetensors +1 -1
README.md
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---
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license: mit
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base_model: facebook/mbart-large-50
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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: mbart-large-50-headline_WithIp_category_only
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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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# mbart-large-50-headline_WithIp_category_only
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This model is a fine-tuned version of [facebook/mbart-large-50](https://huggingface.co/facebook/mbart-large-50) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2040
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- Rouge1: 0.0
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- Rouge2: 0.0
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- Rougel: 0.0
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- Rougelsum: 0.0
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- Gen Len: 16.9529
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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: 0.0001
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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: 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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| 0.83 | 1.0 | 202 | 1.0506 | 0.0 | 0.0 | 0.0 | 0.0 | 16.8288 |
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| 0.5748 | 2.0 | 404 | 1.0061 | 0.0 | 0.0 | 0.0 | 0.0 | 15.3027 |
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| 0.2279 | 3.0 | 606 | 1.1050 | 0.0 | 0.0 | 0.0 | 0.0 | 17.9256 |
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| 0.101 | 4.0 | 808 | 1.2040 | 0.0 | 0.0 | 0.0 | 0.0 | 16.9529 |
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### Framework versions
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- Transformers 4.42.4
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"max_length": 200,
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"num_beams": 5,
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"pad_token_id": 1,
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"transformers_version": "4.42.4"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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version https://git-lfs.github.com/spec/v1
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size 2444578688
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