The Daily Index — Wednesday, January 3, 2024 · TLDR Index

HEADLINES & LAUNCHES

TLDR AI

TLDR AI

MICROSOFT’S COPILOT APP IS NOW AVAILABLE ON IOS

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theverge.com · 1 min

TLDR AI

HOW IBM SEES AI CHANGING THE GAME

AI technology is transforming businesses in various industries. IBM’s VP of Software and Technology Raj Datta and Director of Startups Kylie Rutherford share in this article how AI is changing the game for companies of all sizes, presenting some use cases of various products.

saastr.com · 4 min

TLDR AI

MOSAICBERT: A BIDIRECTIONAL ENCODER OPTIMIZED FOR FAST PRETRAINING

BERT is an Encoder-only Transformer. This means it is often used to represent natural language in the form of embeddings and isn’t usually used to generate text. Importantly, it was one of the first Transformers used in search because it can represent both the query and the information to be retrieved. The team at Mosaic has integrated FlashAttention, GLU, and many other innovations to dramatically improve pretraining speed (1 hour, $20) while matching the performance of much larger traditional BERT models.

mosaicbert.github.io · 12 min

TLDR AI

IMPROVING TEXT EMBEDDINGS WITH LARGE LANGUAGE MODELS

Researchers at Microsoft used synthetic data to train a decoder-only transformer based on Mistral for embeddings. It is best in class. Interestingly, they use a two-step prompting strategy with GPT-4 to generate the synthetic retrieval training data.

arxiv.org · 18 min

TLDR AI

LLM COURSE

A modern look at hot topics in the LLM space like merging, GGUF, quantization, DPO, and more. It is designed for beginners, scientists, and engineers to dive into the field and get up to speed quickly.

github.com · 21 min

TLDR AI

LLAMA FILE ONE-LINERS

Llamafile is a project that embeds the model and inference code into a single portable executable. This blog explores how to pipe command line output into the language model for further processing.

justine.lol · 8 min

TLDR AI

SINGLE IMAGE SUPER-RESOLUTION WITH IMPROVED STABILITY

Researchers have developed a new method that improves single image super-resolution by focusing on two key aspects: the optimal centroid of potential high-resolution images and the inherent noise that affects image quality.

arxiv.org · 14 min

TLDR AI

A RECAP OF CONSUMER AI IN 2023

This thread provides a recap of AI products and trends that hit the mainstream in 2023. It goes through product launches month by month, providing user numbers and other relevant metrics. Highlights include ChatGPT reaching 100 million monthly active users in January, Balenciaga Pope going viral with 28 million views in March, AI covers taking off in June, users getting roasted by TikTok's AI memes in August, and X's Grok launching in December.

twitter.com · 6 min

TLDR AI

AI-CREATED “VIRTUAL INFLUENCERS” ARE STEALING BUSINESS FROM HUMANS

Companies are hiring virtual influencers and reporting significant results and decreases in costs.

arstechnica.com · 3 min

TLDR AI

CAPGO (PRODUCT)

Fastest market research in spreadsheet.

capgo.ai

TLDR AI

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

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tldr.tech