TLDR AI

TLDR AI 2024-01-11

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01GENERAL

Sponsored

AI INTEGRATION FOR YOUR BUSINESS

The AI development specialists at Stroma have built custom products for companies like ADOBE, HSBC AND NVIDIA. Whether you’re looking to leverage AI for marketing, sales, operations, HR, or any other function, the team at Stroma have the experience and know-how to deliver.

cybe.short.gySponsor

02HEADLINES & LAUNCHES

OPENAI'S GPT STORE IS LIVE

OpenAI has launched the GPT store, which allows developers to get paid by building these agents. The company plans to feature GPTs every week.

openai.com3 min read

REGULATORS AREN’T CONVINCED THAT MICROSOFT AND OPENAI OPERATE INDEPENDENTLY

European Union regulators are scrutinizing Microsoft's investment in OpenAI under EU Merger Regulations, concerned about potential antitrust risks and market distortion. Microsoft denies controlling OpenAI, despite its $13 billion investment and having an observer role on OpenAI's board. EU and UK authorities, along with the US FTC, are investigating the implications of such partnerships on competition and market dynamics.

arstechnica.com3 min read

03RESEARCH & INNOVATION

UNSLOTH ACCELERATED MODELS IN TRL

Unsloth is a lightweight library for speeding up language model fine-tuning. It now works easily with TRL on common model architectures.

huggingface.co8 min read

KNOWLEDGE GRAPH GRAPH CONSTRUCTION WITH TECHGPT-2.0

TechGPT-2.0 enhances large language models for specific tasks like knowledge graph construction. The project, with its focus on named entity recognition and relationship triple extraction, also marks a significant stride in the Chinese open-source AI community.

arxiv.org14 min read

04ENGINEERING & RESOURCES

DPO DATASET USING DISTILABEL

A new method that enables filtering of high-quality pair preferences for alignment. It improves baseline model performance by a substantial amount.

huggingface.co4 min read

CHATBOT UI

An open-source repository that allows anyone to make a chat UI as part of their application.

github.comGitHub repository

MAPAI COMPETITION FOR BUILDING SEGMENTATION

MapAI launches an AI competition focused on building segmentation using aerial and laser data. This challenge, set for fall 2022 and concluding at the Northern Lights Deep Learning conference, invites participants to tackle two tasks: one using only aerial images and the other incorporating LiDAR data.

github.comGitHub repository

05MISCELLANEOUS

YOUR PRIVATE AI CAN HAVE EYES

Ollama now supports vision models. This means you can run Llava on your MacBook Pro for state-of-the-art vision and language performance.

benyoung.blog8 min read

AI AND THE FUTURE OF SAAS

AI is the juggernaut we all know and love these days. Its impact on SaaS has yet to be determined, so how do you go about mapping a path forward with a new or existing venture? Buckle up and give this a read (or listen).

thebootstrappedfounder.com5 min read

BENCHMARKING GPT-4 TURBO

GPT-4 successfully completed 70% of programming tasks, while GPT-4 Turbo trailed slightly at 68.8%. Interestingly, GPT-4 Turbo required more second attempts, suggesting it might lack GPT-4's memorization strength. This was confirmed by a subsequent test.

blog.mentat.ai5 min read