TLDR Index
TLDR AI

TLDR AI 2023-07-11

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01GENERAL

02HEADLINES & LAUNCHES

SALESFORCE RELEASES SMALL BY MIGHTY CODE MODELS

Salesforce was one of the first groups to release open source code models. Since then, they have kept pace with the state of the art, surpassing all equivalently sized models (7B params) and even beating out models 2x as large.

blog.salesforceairesearch.com8 min read

03RESEARCH & INNOVATION

RUNNING LLMS ON PERSONAL DEVICES

This paper introduces INT-FP-QSim, an open-source simulator that tests how well large language models and vision transformers can work at different levels of numerical precision.

arxiv.org11 min read

MAKING PICTURE RESTORATION BETTER AND FASTER

This research introduces the Dynamic Path-Controllable Deep Unfolding Network (DPC-DUN), an innovative model that optimizes image reconstruction in Compressive Sensing (CS), balancing performance and complexity for enhanced efficiency and results.

arxiv.org22 min read

04ENGINEERING & RESOURCES

Sponsored

GET BACK YOUR TIME EVERYWHERE YOU WORK

Typedesk's AI assisted typing is a step function improvement over traditional autocomplete. Ditch repetitive typing. Forget copy & paste. Improve consistency across your messages. Create text shortcuts that work on all your apps and websites! Get started for free.

typedesk.comSponsor

LEARNING BETTER VISUAL REPRESENTATIONS

This project proposes an algorithm to filter web datasets used for training CLIP in order to learn better visual representations and achieve state-of-art zero-shot accuracy on vision tasks.

tmars-clip.github.io3 min read

DANSWER

Danswer allows you to ask natural language questions against internal documents and get back reliable answers backed by quotes and references from the source material.

github.comGitHub repository

ALIBABA CHAT2DB

Alibaba has launched Chat2DB, a versatile general-purpose SQL client and reporting tool for databases that integrates OpenAI's ChatGPT capabilities. This tool aims to revolutionize the way databases are interacted with, making it more accessible and user-friendly.

github.comGitHub repository

05MISCELLANEOUS