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| Fine-tuning large language models (LLMs) (14th Oct 25 at 8:24am UTC)
Fine-tuning large language models (LLMs) | | Fine-tuning large language models (LLMs) is one of the most powerful techniques in Generative AI, allowing developers to adapt pre-trained models for specific domains or tasks. LLMs such as GPT or BERT are initially trained on massive datasets, but fine-tuning refines their behavior to produce more accurate, relevant, and context-aware responses. Through the Generative AI Course in Pune by SevenMentor, students learn how to fine-tune models effectively using domain-specific data, adjusting hyperparameters, and optimizing outputs. This process helps transform general-purpose AI models into highly specialized tools for industries like healthcare, finance, marketing, and education.
In SevenMentor’s Generative AI Classes in Pune, learners gain hands-on experience with fine-tuning frameworks like Hugging Face Transformers and PyTorch Lightning. They explore advanced techniques such as parameter-efficient fine-tuning (PEFT), LoRA (Low-Rank Adaptation), and prompt-tuning to achieve high performance with minimal computational resources. The course also emphasizes data preprocessing, tokenization, and model evaluation, ensuring learners understand the entire fine-tuning pipeline. By applying these methods to real-world datasets, students develop the ability to customize AI models for chatbots, content generation, sentiment analysis, and more, making them job-ready for AI-driven industries.
The Generative AI Training in Pune by SevenMentor goes beyond technical implementation—it focuses on understanding the ethical and operational aspects of fine-tuning. Learners are guided on responsible data usage, bias mitigation, and ensuring model fairness. The course highlights best practices for maintaining model performance over time through continuous learning and retraining strategies. By mastering fine-tuning techniques, professionals can unlock the true potential of LLMs, driving innovation and automation in diverse fields. This comprehensive training empowers students to become skilled AI practitioners capable of designing, refining, and deploying powerful generative systems that meet modern business and research needs.
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune
Generative AI classes in Pune | |
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