TheSequence - Edge 295: Self-Instruct Models
Was this email forwarded to you? Sign up here Edge 295: Self-Instruct ModelsWhat if LLMs could auto improve their own instruction following capabilities?
In this Issue:
💡 ML Concept of the Day: Self-Instruct ModelsInstruction following has become one of the core building blocks of the new generation of LLMs. However, most traditional methods require human-written instructions which are very limited in quantify and diversity. One technique that has been evolving as an alternative is the idea to create LLMs that can bootstrap their own instructions. These methods are commonly known as self-instruct LLMs. The core technique was unveiled in a December 2022 paper... Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
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📝 Guest Post: How to build a responsible code LLM with crowdsourcing*
Monday, May 29, 2023
In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. They address PII risks by training a PII reduction model through crowdsourcing, employing strategies like
GPT-Microsoft
Sunday, May 28, 2023
Sundays, The Sequence Scope brings a summary of the most important research papers, technology releases and VC funding deals in the artificial intelligence space.
Announcing Turing Post
Saturday, May 27, 2023
When we launched TheSequence back in 2020, AI and machine learning were not as widely discussed or covered. Our goal from the start was to make AI knowledge accessible in bite-sized pieces, helping
📢 Event: ML practitioners from Affirm, Block, Remitly, Tide & more share their learnings from building risk & fra…
Friday, May 26, 2023
Want to connect with the ML engineering community and learn best practices from ML practitioners on how to build risk and fraud detection systems? Then join us on May 30 for apply(risk), a free half-
Edge 294: Inside StarCoder: Hugging Face's New LLM that Can Generate Code in Over 80 Programming Languages
Thursday, May 25, 2023
StarCoder was created by Hugging Face and ServiceNow as part of the BigCode project.
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