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Instruction Fine-Tuning — Topic Summaries

AI-powered summaries of 3 videos about Instruction Fine-Tuning.

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How to make a custom dataset like Alpaca7B

Sam Witteveen · 3 min read

A practical path to building an “Alpaca-style” instruction dataset is to start with a small set of human-written seed tasks, then use GPT-3 to expand...

Instruction Fine-TuningDataset GenerationGPT-3 Prompt Expansion

Falcon Soars to the Top - The NEW 40B LLM Rises above the rest.

Sam Witteveen · 3 min read

Falcon has arrived as a new, from-scratch large language model family—anchored by a 40B parameter model—and it’s already topping Hugging Face’s Open...

Falcon LLMHugging Face LeaderboardModel Licensing

StarCoder - The LLM to make you a coding star?

Sam Witteveen · 2 min read

StarCoder is positioned as a serious open-source coding model family—built for long-context code generation and fine-tuned into chat-style...

StarCoder FamilyLong-Context CodingFill In The Middle