I will do llm model training and heatmap analysis

About This Gig

Are you looking to build a custom AI solution or optimize an existing model? I provide expert LLM training, fine-tuning, and performance analysis to help businesses deploy accurate, scalable, and highly context-aware AI systems.

Whether you need to fine-tune an open-source model (like Llama, Mistral, or BERT) or analyze model outputs for bias and accuracy, I deliver production-ready code and comprehensive reports.

What I Offer:

• Custom Dataset Preparation: Data cleaning, tokenization, and formatting for optimal training.
• LLM Fine-Tuning: Leveraging techniques like LoRA, QLoRA, and full parameter tuning to adapt models to your specific industry niche.
• Model Analysis & Evaluation: Comprehensive evaluation using metrics like ROUGE, BLEU, and human-in-the-loop benchmarking to ensure accuracy and reduce hallucinations.
• Retrieval-Augmented Generation (RAG): Integrating vector databases (ChromaDB, Pinecone) to give your LLM access to external knowledge.

Models I Work With:

• OpenAI (GPT-4, GPT-3.5)
• Meta Llama (Llama 3, Llama 2)
• Mistral AI & Mixtral
• Hugging Face Open-Source Models

Why Choose Me?

• Industry Experience: [Insert your years of experience, e.g., 2+ years] workin