I will finetune llms and bert models on your custom data using lora and qlora

Tired of generic AI that doesn't understand your business?

I fine-tune large language models (LLMs) and BERT-based classifiers on your own data so the model speaks your language, understands your domain, and delivers results that off-the-shelf models simply cannot.

Whether you need a domain-specific chatbot, a custom text classifier, a sentiment analyzer, or an intelligent document processor, I will fine-tune the right model for your exact use case.

What I Work With:

• LLMs: Llama 3, Mistral, Falcon fine-tuned with LoRA and QLoRA
• BERT-based models: BERT, RoBERTa, DistilBERT for classification, NER, sentiment and QA
• Your data: CSV, JSON, PDF or plain text

What You Get:

• Fine-tuned model weights (HuggingFace compatible)
• Training script and Colab notebook
• Evaluation report with accuracy and loss metrics
• Clean documentation
• FastAPI endpoint (Premium tier)

Common Use Cases:

• Customer support bots trained on your FAQs
• Sentiment and intent classifiers for product reviews
• Domain-specific QA systems
• Named Entity Recognition on industry documents
• Instruction-tuned LLMs for internal workflows

Message me before ordering with your dataset details and task requirements.