LLMS

→ View original post on X — @_akhaliq

Distilling Large Language Models for Biomedical Knowledge Extraction

By

@_akhaliq

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14 July 2023 2h44

Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events paper page: https://
huggingface.co/papers/2307.06
439
… Large language models (LLMs), such as GPT-4, have demonstrated remarkable capabilities across a wide range of tasks, including health

→ View original post on X — @rodneyabrooks

Rodney Brooks Praises Melanie Mitchell’s Clear Analysis of LLMs

By

@rodneyabrooks

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14 July 2023 2h10

Melanie Mitchell @MelMitchell1 is always incisive in her evaluations of AI, and more generally ALIFE, and the significance of new results and papers. Here she talks about today's LLMs in the clearest way that I have seen. Bravo! https://
science.org/doi/10.1126/sc
ience.adj5957
…

→ View original post on X — @anthropicai

Anthropic Launches Researcher Access Program for Claude 2 API

By

@anthropicai

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14 July 2023 0h06

We are excited to support research into safety and societal impacts via our Researcher Access Program. We aim to provide subsidized API access to our frontier models, including Claude 2, to as many researchers and academics as we can.

→ View original post on X — @googleai

Symbol Tuning: Improving In-Context Learning with Arbitrary Symbols

By

@googleai

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13 July 2023 23h40

Today on the blog, read all about symbol tuning, a method that fine-tunes models on tasks where natural language labels are replaced with arbitrary symbols. Learn how symbol tuning can improve in-context learning for benefits across various settings →
https://
goo.gle/3rt3r8U

Mode Collapse in Large Language Models: Book Output Example

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13 July 2023 23h27

Here’s actual example of mode collapse in an LLM, where “book” is repeatedly outputted.

Mode Collapse in LLMs: Understanding Model Degradation

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13 July 2023 23h21

This is an example of mode collapse—which it turns out happens in LLMs as well (and we discuss in the paper)!

Getting Started with ChatGPT: A Guide to Large Language Models

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13 July 2023 23h09

Side note: If you’ve never you’ve never interacted with a large language model, try playing with ChatGPT: https://
chat.openai.com

LLMs Generate Synthetic Data: New Research Released

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13 July 2023 23h09

As part of my takeover, I’ll (
@aspenkhopkins
) be covering some recent work. We released this project today on large language models’ (LLMs) ability to generate synthetic data