File size: 1,136 Bytes
9a08bcc 9b86504 9a08bcc 9b86504 9a08bcc 9b86504 9a08bcc 9b86504 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | # CodeWeave-LlamaCode
A fine-tuned code generation model built on Meta's CodeLlama foundation, specialized for enterprise code development.
## Model Description
CodeWeave-LlamaCode extends **codellama/CodeLlama-7b-Instruct-hf** with domain-specific fine-tuning for improved code quality and developer productivity.
### Base Model
- **Foundation**: CodeLlama-7b-Instruct-hf from Meta AI
- **Architecture**: Llama 2-based transformer
- **Parameters**: 7B
### Training Data
Fine-tuned using CodeWeave-Enterprise dataset containing:
- 40K enterprise code samples
- API integration patterns
- Security-focused code examples
- Documentation generation tasks
## Usage
```python
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("toolevalxm/CodeWeave-LlamaCode")
tokenizer = AutoTokenizer.from_pretrained("toolevalxm/CodeWeave-LlamaCode")
```
## Evaluation Results
| Benchmark | Score |
|-----------|-------|
| HumanEval | 70.1% |
| MBPP | 65.8% |
## Acknowledgements
We thank Meta AI for developing the CodeLlama series.
**License**
The license for this model is llama2. |