Commit
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bart-finetuned-lyrlen-128-tokens
Browse files- README.md +68 -0
- generation_config.json +13 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: facebook/bart-large
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tags:
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- generated_from_trainer
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model-index:
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- name: bart-finetuned-lyrlen-128-tokens
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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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# bart-finetuned-lyrlen-128-tokens
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This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.9008
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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: 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: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.2981 | 0.33 | 500 | 3.0587 |
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| 3.0335 | 0.67 | 1000 | 2.9762 |
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| 2.9525 | 1.0 | 1500 | 2.9432 |
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| 2.9021 | 1.33 | 2000 | 2.9562 |
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| 2.8671 | 1.67 | 2500 | 2.9502 |
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| 2.8037 | 2.0 | 3000 | 2.9134 |
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| 2.7389 | 2.33 | 3500 | 2.9058 |
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| 2.7305 | 2.67 | 4000 | 2.9016 |
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| 2.7196 | 3.0 | 4500 | 2.8960 |
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| 2.7217 | 3.33 | 5000 | 2.9097 |
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| 2.6659 | 3.67 | 5500 | 2.9045 |
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| 2.6616 | 4.0 | 6000 | 2.9008 |
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### Framework versions
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- Transformers 4.40.0.dev0
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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generation_config.json
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{
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"_from_model_config": true,
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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_bos_token_id": 0,
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"forced_eos_token_id": 2,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.40.0.dev0"
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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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-
oid sha256:
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size 1625513096
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version https://git-lfs.github.com/spec/v1
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oid sha256:8eec67a0d55bad69b1db669280bc29b48c7e3e6cf711bd9d7cc6d56e0c45b016
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size 1625513096
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