TLDR Index
TLDR AI

TLDR AI 2024-07-01

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01GENERAL

Sponsored

HUMANLY POSSIBLE

America adores ice cream. We guzzle 1.3bn gallons annually, and that figure is only rising. The industry is currently valued at $81.8bn, and projected to reach $114.7bn by 2030.

links.tldrnewsletter.comSponsor

02HEADLINES & LAUNCHES

ADEPT ACQUIHIRE

Adept's founders are going to Amazon and licensing some of their tech as well.

adept.ai2 min read

OPENAI STRIKES A DEAL WITH TIME

Time has signed a licensing deal with OpenAI, allowing the company's AI to train on 101 years of its journalism and access real-time content for answering user queries about breaking news. In return, OpenAI will cite Time and link back to its source material.

engadget.com2 min read

03RESEARCH & INNOVATION

DEEPDIVE: TRAINING MOES

The Mosaic team has partnered with PyTorch to write about scaling their MoE models to thousands of GPUs.

pytorch.org15 min read

TEXT2BRICK

Open Sora video model trained to make Lego movies by Lambda Labs on its 1-click cluster.

wandb.ai12 min read

MUMU VISION MODEL

Generative image model that can interleave text and images for stronger conditioning and higher performance than pure text conditioned models.

arxiv.org20 min read

04ENGINEERING & RESOURCES

LAPLACE NEURAL OPERATOR

The Laplace operator is a neural network based architecture for approximating PDEs.

github.comGitHub repository

LLAMA AGENTS

Llama-agents is an async-first framework for building, iterating, and productionizing multi-agent systems, including multi-agent communication, distributed tool execution, human-in-the-loop, and more.

github.comGitHub repository

IMPROVING AI'S WRITING SKILLS

Suri is a dataset of 20,000 long-form texts paired with complex instructions. It is designed to improve AI's ability to follow detailed writing constraints. The team that developed Suri has introduced Instructional ORPO (I-ORPO), an alignment method that uses synthetically corrupted instructions, for feedback.

chtmp223.github.io3 min read

05MISCELLANEOUS

CAMBRIAN-1

Fully open and high performing vision model from NYU with massive ablations to text encoders and data mixes.

cambrian-mllm.github.io8 min read

EXPRESSIVE TEXT-TO-SPEECH

DEX-TTS is a new model for expressive text-to-speech (TTS) that uses reference speech to improve style representation and model generalization.

arxiv.org16 min read

HELPFUL GUIDE TO DEBUGGING PYTORCH

PyTorch is a great tool for building models. However, there are some common bugs that can dramatically reduce model performance. This list is useful to review and can be helpful when debugging your model code.

uvadlc-notebooks.readthedocs.io8 min read