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lora-save-test-6b
AlekseyKorshuk/lora-save-test-6b
lora-save-test-6b is a machine learning model from AlekseyKorshuk. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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Updated May 18, 2023
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- May 18, 2023
- Updated
- May 18, 2023
- SHA
- b59a0b6e
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-save-test-6b
This model is a fine-tuned version of EleutherAI/gpt-j-6b on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.0352
- Accuracy: 0.0839
- Entropy: 2.4047
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: 1e-05
- train_batch_size: 2
- eval_batch_size: 8
- seed: 99
- distributed_type: multi-GPU
- gradient_accumulation_steps: 16
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 1.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Entropy |
|---|---|---|---|---|---|
| 2.1699 | 1.0 | 2 | 2.0352 | 0.0839 | 2.4047 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0-rc1
- Datasets 2.7.1
- Tokenizers 0.13.3
- License
- apache-2.0
- Created
- May 18, 2023
- Updated
- May 18, 2023