The Daily Index — Friday, January 19, 2024 · TLDR Index

RESEARCH & INNOVATION

TLDR AI

TLDR AI

FOUNDATIONS OF VECTOR RETRIEVAL (2 HOUR READ)

This massive document outlines essentially everything one would need to know about the state of the vector retrieval field. It is a valuable resource that will take some time to dig through.

arxiv.org

TLDR AI

PRETRAINING OF LARGE IMAGE MODELS

Apple has released a great paper on pretraining image models with an autoregressive loss. It measures scaling behavior and finds that like in language, these large unsupervised image models have very predictable behavior.

github.com · 12 min

TLDR AI

TEXT-TO-IMAGE EDITING

This paper improves how images are edited using natural language instructions by tackling challenges like unclear instructions and identifying specific parts of the image to edit.

arxiv.org · 15 min

TLDR AI

Read the blog [10] or use MockGPT for free

Summary unavailable

mockgpt.wiremock.io

TLDR AI

8BIT HIPPO ATTENTION MAY BE 3X FASTER THAN FLASH ATTENTION V2

A quantization-aware attention alternative that speeds up inference substantially over some state-of-the-art implementations. Its creators also claim 700 TFLOPs on MI-300X. The details are sparse, but it would be quite an achievement if so.

blog.hippoml.com · 4 min

TLDR AI

MEGA DOLPHIN PASS THROUGH MERGE

Dolphin is widely considered to be one of the strongest uncensored open models available. It is mainly built on Mixtral. This 120B model was made by merging two smaller Dolphin models together. It has been found, with Goliath 120B, that this merging process can improve overall model performance.

huggingface.co · 4 min

TLDR AI

MICROSOFT MAKES ITS AI-POWERED READING TUTOR FREE

Microsoft has launched Reading Coach, an AI-powered tool designed to provide personalized reading practice available at no cost for anyone with a Microsoft account.

techcrunch.com · 1 min

TLDR AI

FINE-TUNING MIXTRAL WITH GPT-4

A handy trick to quickly lower your AI cost.

twitter.com · 2 min

TLDR AI

OUSTED TWITTER CEO PARAG AGRAWAL IS BACK WITH AN AI STARTUP

Twitter’s former CTO and interim CEO Parag Agrawal has launched his own AI startups. These startups have received funding from some big-name VCs like Khosla Ventures.

msn.com · 1 min

TLDR AI

YOUR REFERRAL LINK - https://tldr.tech/ai?ref=2613930

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tldr.tech