End of training
Browse files- README.md +7 -17
- added_tokens.json +0 -0
- config.json +1 -1
- model.safetensors +3 -0
- runs/Nov03_17-27-05_ec4c1cbe8b31/events.out.tfevents.1699032431.ec4c1cbe8b31.220.0 +3 -0
- special_tokens_map.json +1 -1
- tokenizer.json +0 -0
- tokenizer_config.json +0 -0
- training_args.bin +2 -2
README.md
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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:
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## Model description
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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:
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- seed: 42
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- gradient_accumulation_steps:
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- total_train_batch_size:
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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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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.4719 | 0.93 | 150 | 3.2378 |
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| 3.3937 | 1.24 | 200 | 3.0982 |
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| 3.3123 | 1.56 | 250 | 3.0227 |
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| 3.3164 | 1.87 | 300 | 2.9341 |
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| 2.9789 | 2.18 | 350 | 2.8408 |
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| 2.9593 | 2.49 | 400 | 2.8201 |
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| 2.8724 | 2.8 | 450 | 2.7561 |
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| 2.8753 | 3.11 | 500 | 2.7083 |
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| 2.8017 | 3.42 | 550 | 2.6593 |
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| 2.7496 | 3.73 | 600 | 2.6416 |
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### Framework versions
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- Transformers 4.
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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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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: 4.5439
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## Model description
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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: 64
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- total_train_batch_size: 128
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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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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 2.5237 | 1.42 | 2 | 4.9660 |
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| 2.6047 | 2.84 | 4 | 4.5439 |
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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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added_tokens.json
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config.json
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"pad_token_id": 1,
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"sep_token_id": 2,
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"torch_dtype": "float32",
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"transformers_version": "4.
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"type_vocab_size": 1,
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"vocab_size": 60474
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}
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"pad_token_id": 1,
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"sep_token_id": 2,
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"torch_dtype": "float32",
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"transformers_version": "4.35.0",
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"type_vocab_size": 1,
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"vocab_size": 60474
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}
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model.safetensors
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runs/Nov03_17-27-05_ec4c1cbe8b31/events.out.tfevents.1699032431.ec4c1cbe8b31.220.0
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special_tokens_map.json
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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tokenizer_config.json
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4600
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