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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: allenai/longformer-base-4096
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tags:
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- generated_from_trainer
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model-index:
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- name: longformer_new_tokens_doscientosmil
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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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# longformer_new_tokens_doscientosmil
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This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.4513
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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: 2e-05
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- train_batch_size: 2
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- eval_batch_size: 16
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- seed: 42
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- gradient_accumulation_steps: 120
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- total_train_batch_size: 240
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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: 1500
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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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| 4.4058 | 0.16 | 121 | 3.3450 |
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| 3.4909 | 0.32 | 242 | 3.0219 |
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| 3.136 | 0.48 | 363 | 2.8524 |
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| 2.9192 | 0.65 | 484 | 2.7127 |
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| 2.8107 | 0.81 | 605 | 2.5899 |
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| 2.6765 | 0.97 | 726 | 2.4513 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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model.safetensors
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runs/Nov06_18-05-52_91827cab3345/events.out.tfevents.1699293963.91827cab3345.356.0
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