#finetuning Development Tutorials & Tips | Roast Dev

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💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification

I’m excited to share my journey of fine-tuning TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T, a compact 1.1 billion parameter language model, using Low-Rank Adaptation (LoRA) to classify emoti...

05.05.2025 0 Read More

RAG, Fine-Tuning, or Just Asking Nicely? How to Actually Train Your AI

Ever asked your AI a simple question and gotten a response that’s hopelessly outdated or just plain wrong? Or maybe your chatbot thinks your company’s latest product is a random Reddit thread. Ann...

19.04.2025 0 Read More

Transforming LLMs for Industry Use: A Guide to Fine-Tuning Methods and Case Studies

Fine-tuning is the process of taking pre-trained models and further training them on smaller, domain-specific datasets. This process transforms general-purpose models into specialized ones, bridging t...

20.04.2025 0 Read More

💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification

RAG, Fine-Tuning, or Just Asking Nicely? How to Actually Train Your AI

Transforming LLMs for Industry Use: A Guide to Fine-Tuning Methods and Case Studies

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