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codellama-7b-openapi-completion-ctx-lvl-prmt
BohdanPetryshyn/codellama-7b-openapi-completion-ctx-lvl-prmt
codellama-7b-openapi-completion-ctx-lvl-prmt is a machine learning model from BohdanPetryshyn. 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
- Access
- Public
- Created
- Apr 30, 2024
- Updated
- May 2, 2024
- SHA
- 5b403748
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. -->
codellama-7b-openapi-completion-ctx-lvl-prmt
This model is a fine-tuned version of codellama/CodeLlama-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3210
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: 4
- eval_batch_size: 4
- 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: cosine
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 1000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2732 | 0.1 | 100 | 0.3538 |
| 0.3278 | 0.2 | 200 | 0.3442 |
| 0.2121 | 0.3 | 300 | 0.3424 |
| 0.1887 | 0.4 | 400 | 0.3349 |
| 0.1218 | 0.5 | 500 | 0.3509 |
| 0.0896 | 0.6 | 600 | 0.3503 |
| 0.3471 | 0.7 | 700 | 0.3320 |
| 0.2532 | 0.8 | 800 | 0.3259 |
| 0.21 | 0.9 | 900 | 0.3226 |
| 0.2608 | 1.0 | 1000 | 0.3210 |
Framework versions
- PEFT 0.10.1.dev0
- Transformers 4.41.0.dev0
- Pytorch 2.2.2+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama2
- Created
- Apr 30, 2024
- Updated
- May 2, 2024