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finetuning3
Zintoulou/finetuning3
finetuning3 is a machine learning model from Zintoulou. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama2
- Model type
- llama
- Access
- Public
- Created
- Jan 29, 2024
- Updated
- Jan 29, 2024
- SHA
- 6c2d2f15
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. -->
finetuning3
This model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9320
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: 0.001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.688 | 1.0 | 1 | 2.7490 |
| 2.263 | 2.0 | 2 | 2.2074 |
| 1.7792 | 3.0 | 3 | 1.9354 |
| 1.5004 | 4.0 | 4 | 1.5883 |
| 1.1442 | 5.0 | 5 | 1.3097 |
| 0.8134 | 6.0 | 6 | 1.0807 |
| 0.5308 | 7.0 | 7 | 0.9568 |
| 0.3532 | 8.0 | 8 | 0.9320 |
Framework versions
- Transformers 4.36.0
- Pytorch 2.0.1
- Datasets 2.16.1
- Tokenizers 0.15.1
Training procedure
Framework versions
- PEFT 0.6.0
- Library
- peft
- Type
- llama
- License
- llama2
- Created
- Jan 29, 2024
- Updated
- Jan 29, 2024