LLAMA 3.1 Deployment with FAISS, Fine-Tuning Guidance, and Flask Integration

Job ID: 39020015

Budget: €250 – €750 EUR

Seeking an experienced NLP and ML engineer to fine-tune our pretrained Czech legal LLM (Llama 3.1 8B) to pursue multi-label classififcation on a paragraph level

We have:

1) Pretrained Llama 3.1 8B on 300k Czech court decisions
2) 270 annotated Czech court decisions (9k paragraphs) for fine-tuning
3) 230k Czech court decisions ready for analysis
4) All data preprocessed and ready to use

Your task:

1) Fine-tune the Llama model model on our annotated data
2) Use the model for the 230k decisions
3) Provide complete documentation and statistics

Required: Experience with LLM fine-tuning and legal NLP
Related categories: Python LLaMA