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lora-cs324-length-control
gameofdimension/lora-cs324-length-control
lora-cs324-length-control is a machine learning model from gameofdimension. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Jul 10, 2023
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At a glance
- License
- mit
- Access
- Public
- Created
- Jun 28, 2023
- Updated
- Jul 10, 2023
- SHA
- cdf6cd50
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. -->
lora-cs324-length-control
This model is a fine-tuned version of gpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.2118
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: 0.0005
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.5584 | 0.16 | 500 | 3.2567 |
| 3.392 | 0.32 | 1000 | 3.2473 |
| 3.3584 | 0.48 | 1500 | 3.2290 |
| 3.3115 | 0.64 | 2000 | 3.2196 |
| 3.3041 | 0.8 | 2500 | 3.2126 |
| 3.3024 | 0.96 | 3000 | 3.2118 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- License
- mit
- Created
- Jun 28, 2023
- Updated
- Jul 10, 2023