metadata
license: apache-2.0
tags:
- code-generation
- code-completion
- programming
- lokitrix
language:
- en
- code
pipeline_tag: text-generation
Lokitrix - AI Code Agent
Lokitrix is a fine-tuned code generation model based on CodeLlama, specialized for:
- Multi-language code generation
- Code completion and refactoring
- Debugging assistance
- Algorithm implementation
Model Details
- Base Model: codellama/CodeLlama-7b-Instruct-hf
- Fine-tuning Method: LoRA (Low-Rank Adaptation)
- Training Data: Custom dataset + public coding datasets
- Parameters: 7B (with LoRA adapters)
- License: Apache 2.0
Training Details
- LoRA Rank: 16
- Learning Rate: 0.0002
- Epochs: 3
- Batch Size: 4
Capabilities
- Python, JavaScript, Java, C++, SQL
- REST API generation
- React components
- Data science code
- Algorithm implementation
- Code refactoring
- Bug fixing
Limitations
- May require specific prompt formatting
- Best for code snippets up to 2048 tokens
- Requires GPU for optimal inference
Citation
@misc{lokitrix2025, author = {Loki200519}, title = {Lokitrix: Fine-tuned Code Generation Agent}, year = {2025}, publisher = {Hugging Face}, }