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yaml-generator-code-llama
peterbeamish/yaml-generator-code-llama
yaml-generator-code-llama is a text generation model from peterbeamish. Use it when you need the model to write or continue text. The card lists the license as llama2.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Oct 17, 2023
Repo size
4.5 KB
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At a glance
- Task
- Text Generation
- License
- llama2
- Access
- Public
- Created
- Oct 17, 2023
- Updated
- Oct 17, 2023
- SHA
- b43a31db
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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. -->
yaml-generator-code-llama
This model is a fine-tuned version of codellama/CodeLlama-7b-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.2591
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: 0.0003
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 400
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2925 | 20.0 | 20 | 1.2292 |
| 0.2156 | 40.0 | 40 | 0.9743 |
| 0.07 | 60.0 | 60 | 1.4266 |
| 0.007 | 80.0 | 80 | 2.0256 |
| 0.0041 | 100.0 | 100 | 1.9838 |
| 0.0015 | 120.0 | 120 | 2.0320 |
| 0.0012 | 140.0 | 140 | 2.0818 |
| 0.0012 | 160.0 | 160 | 2.1403 |
| 0.0012 | 180.0 | 180 | 2.1771 |
| 0.0012 | 200.0 | 200 | 2.1751 |
| 0.0012 | 220.0 | 220 | 2.1825 |
| 0.0012 | 240.0 | 240 | 2.2240 |
| 0.0012 | 260.0 | 260 | 2.2226 |
| 0.0012 | 280.0 | 280 | 2.2172 |
| 0.0012 | 300.0 | 300 | 2.2235 |
| 0.0012 | 320.0 | 320 | 2.2202 |
| 0.0012 | 340.0 | 340 | 2.2471 |
| 0.0012 | 360.0 | 360 | 2.2475 |
| 0.0012 | 380.0 | 380 | 2.2709 |
| 0.0012 | 400.0 | 400 | 2.2591 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Text Generation
- License
- llama2
- Created
- Oct 17, 2023
- Updated
- Oct 17, 2023