AI Model Development & Fine-Tuning (LLMs & Custom Models)
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User reviewI will develop, fine-tune, and optimize AI models tailored to your business needs. Whether you need a custom LLM, a generative AI model, or a real-time predictive system, I ensure that your AI solution is efficient, scalable, and ready for production. I work with frameworks like TensorFlow, PyTorch, OpenAI APIs, and Hugging Face to build state-of-the-art models that enhance automation, decision-making, and business intelligence.
Fequently asked questions
What types of AI models can you develop and fine-tune?
I specialize in LLMs, NLP models, generative AI, predictive analytics models, recommendation systems, and deep learning applications. Whether you need a chatbot, an AI assistant, or a custom ML solution, I can tailor the model to your specific needs.
Can you fine-tune an existing LLM (e.g., GPT, LLaMA, Falcon)?
Yes, I can fine-tune pre-trained language models like GPT, LLaMA, Falcon, Mistral, and more on domain-specific data to improve performance, accuracy, and relevance for your business use case.
What data do I need to provide for fine-tuning an AI model?
For fine-tuning, I need a high-quality dataset relevant to your use case. This can include text, structured data, images, or domain-specific documents. If you don’t have a dataset, I can assist with data collection and preprocessing.
How do you ensure the AI model is optimized and efficient?
I use hyperparameter tuning, model compression, pruning, and quantization to optimize AI models for speed, accuracy, and reduced computational costs. I also test the model extensively before deployment.
Can the AI model be integrated into my existing software or app?
Absolutely! I can deploy and integrate the AI model via API endpoints, cloud platforms, or local applications so that it seamlessly works with your existing system.