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financeLM_outputpath_Named_Entity_Recognition__25_gpt2small
Supersaiyan1729/financeLM_outputpath_Named_Entity_Recognition__25_gpt2small
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small is a text generation model from Supersaiyan1729. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Apr 28, 2024
- Updated
- Apr 28, 2024
- SHA
- 40646a2e
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
financeLM_outputpath_Named_Entity_Recognition__25
This model is a fine-tuned version of openai-community/gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4197
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 25
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4626 | 1.0 | 79 | 0.8903 |
| 0.5584 | 2.0 | 158 | 0.8643 |
| 0.475 | 3.0 | 237 | 0.8847 |
| 0.4189 | 4.0 | 316 | 0.9137 |
| 0.3638 | 5.0 | 395 | 0.9503 |
| 0.3165 | 6.0 | 474 | 1.0050 |
| 0.2808 | 7.0 | 553 | 1.0548 |
| 0.245 | 8.0 | 632 | 1.1044 |
| 0.2139 | 9.0 | 711 | 1.1267 |
| 0.1863 | 10.0 | 790 | 1.1825 |
| 0.163 | 11.0 | 869 | 1.2317 |
| 0.1444 | 12.0 | 948 | 1.2644 |
| 0.1285 | 13.0 | 1027 | 1.2872 |
| 0.1145 | 14.0 | 1106 | 1.3196 |
| 0.1047 | 15.0 | 1185 | 1.3310 |
| 0.0961 | 16.0 | 1264 | 1.3431 |
| 0.0888 | 17.0 | 1343 | 1.3495 |
| 0.0832 | 18.0 | 1422 | 1.3685 |
| 0.078 | 19.0 | 1501 | 1.3946 |
| 0.0747 | 20.0 | 1580 | 1.3961 |
| 0.0716 | 21.0 | 1659 | 1.3997 |
| 0.0691 | 22.0 | 1738 | 1.4063 |
| 0.0673 | 23.0 | 1817 | 1.4143 |
| 0.0653 | 24.0 | 1896 | 1.4201 |
| 0.0652 | 25.0 | 1975 | 1.4197 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.2+cu121
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Apr 28, 2024
- Updated
- Apr 28, 2024