Grasp Massive Language Fashions with Zero Code! Be taught AI, Prompting & Wonderful-Tuning By means of Enjoyable & Tasty Meals Analogies
What you’ll be taught
Perceive what massive language fashions (LLMs) are and the way they work utilizing real-world analogies
Establish key elements that energy LLMs, like coaching knowledge, tokenization, and knowledge high quality.
Clarify how LLMs are skilled utilizing ideas like batches, epochs, and loss capabilities.
Write higher prompts utilizing strategies like zero-shot, few-shot, and chain-of-thought.
Customise fashions utilizing fine-tuning and instruments like Hugging Face and LoRA.
Consider mannequin efficiency utilizing each quantitative and qualitative metrics.
Deploy LLMs utilizing APIs, FastAPI/Flask, and host them on platforms like Hugging Face Areas.
Construct full LLM-powered functions utilizing no-code instruments and LangChain.
Monitor and enhance your AI fashions utilizing logs, suggestions loops, and A/B testing.
Monitor and enhance your AI fashions utilizing logs, suggestions loops, and A/B testing.
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