Fine-Tune and Optimise Open-Source Generative AI by Hamza MoorajFine-Tune and Optimise Open-Source Generative AI by Hamza Mooraj
Fine-Tune and Optimise Open-Source Generative AIHamza Mooraj
Cover image for Fine-Tune and Optimise Open-Source Generative AI
I adapt and optimise open-source language models for domain-specific use cases using parameter-efficient fine-tuning techniques such as LoRA and PEFT.
This service includes:
Model selection and benchmarking
Dataset preparation and formatting
Fine-tuning configuration and training
Quantisation and memory optimisation
Performance evaluation and reporting
Ideal for teams looking to improve accuracy, reduce API dependency, or deploy cost-efficient AI solutions.
FAQs

Example work
Multimodal Medical QA Assistant with RAG
Multimodal Medical QA Assistant with RAG
Vision-Model Benchmarking for Crop Disease Classification
Vision-Model Benchmarking for Crop Disease Classification
Hamza's other services
Cover image for Build a Reliable RAG System for Your AI Product
Build a Reliable RAG System for Your AI Product$120
Starting at$120
Duration2 weeks
Tags
PyTorch
Conversational AI Developer
Generative AI
Large Language Models
ML Engineer
LoRA
Model Fine-Tuning
Model Optimisation
Transformers
Service provided by
Hamza Mooraj Karachi, Pakistan
Fine-Tune and Optimise Open-Source Generative AIHamza Mooraj
Starting at$120
Duration2 weeks
Tags
PyTorch
Conversational AI Developer
Generative AI
Large Language Models
ML Engineer
LoRA
Model Fine-Tuning
Model Optimisation
Transformers
Cover image for Fine-Tune and Optimise Open-Source Generative AI
I adapt and optimise open-source language models for domain-specific use cases using parameter-efficient fine-tuning techniques such as LoRA and PEFT.
This service includes:
Model selection and benchmarking
Dataset preparation and formatting
Fine-tuning configuration and training
Quantisation and memory optimisation
Performance evaluation and reporting
Ideal for teams looking to improve accuracy, reduce API dependency, or deploy cost-efficient AI solutions.
FAQs

Example work
Multimodal Medical QA Assistant with RAG
Multimodal Medical QA Assistant with RAG
Vision-Model Benchmarking for Crop Disease Classification
Vision-Model Benchmarking for Crop Disease Classification
Hamza's other services
Cover image for Build a Reliable RAG System for Your AI Product
Build a Reliable RAG System for Your AI Product$120
$120