I will finetune your existing llm and its prompts


About this gig
Generic AI models don't understand your industry. I'll fine-tune a large language model on your own data so it speaks your domain your terminology, your tone, your tasks.
Whether you need a model that classifies support tickets, extracts medical entities, summarises legal contracts, or answers domain-specific questions, I'll train it, evaluate it, and deliver it ready to use.
What I deliver:
Fine-tuning of BERT, Mistral 7B, Llama 2, or Phi-3 on your labelled dataset
LoRA / QLoRA fine-tuning for efficient training on large models
Full evaluation: accuracy, F1, precision, recall, and confusion matrix
HuggingFace model export or GGUF format for local inference
FastAPI inference endpoint so you can call the model from any app
Baseline vs fine-tuned performance comparison report
Why clients choose me:
Achieved 30% accuracy improvement over baseline on domain-specific NLP tasks
MS thesis on text classification using BERT + LSTM (NUST)
Experience fine-tuning models for medical, academic, and enterprise datasets
Transparent process you'll know exactly what your model can and can't do
Please share your dataset and task description before ordering so I can confirm the approach.
Get to know Fahid B
AI and ML Engineer specializing in LLMs NLP Computer Vision and MLOps
- FromPakistan
- Member sinceAug 2019
Languages
Urdu, English

