Tuesday, 28th March 2023
Quicker serverless Postgres connections. Neon provide “serverless PostgreSQL”—autoscaling, managed PostgreSQL optimized for use with serverless hosting environments. A neat capability they provide is the ability to connect to a PostgreSQL server via WebSockets, which means their database can be used from environments such as Cloudflare workers which don’t have the ability to use a standard TCP database connection. This article describes some clever tricks they used to make establishing new connections via WebSockets more efficient, using the least possible number of network round-trips. # 10:09 pm
Cerebras-GPT: A Family of Open, Compute-efficient, Large Language Models (via) The latest example of an open source large language model you can run your own hardware. This one is particularly interesting because the entire thing is under the Apache 2 license. Cerebras are an AI hardware company offering a product with 850,000 cores—this release was trained on their hardware, presumably to demonstrate its capabilities. The model comes in seven sizes from 111 million to 13 billion parameters, and the smaller sizes can be tried directly on Hugging Face. # 10:05 pm
Announcing Open Flamingo (via) New from LAION: “OpenFlamingo is a framework that enables training and evaluation of large multimodal models (LMMs)”. Multimodal here means it can answer questions about images—their interactive demo includes tools for image captioning, animal recognition, counting objects and visual question answering. Theye’ve released the OpenFlamingo-9B model built on top of LLaMA 7B and CLIP ViT/L-14—the model checkpoint is a 5.24 GB download from Hugging Face, and is available under a non-commercial research license. # 9:59 pm
By gaining mastery of language, A.I. is seizing the master key to civilization, from bank vaults to holy sepulchers.
What would it mean for humans to live in a world where a large percentage of stories, melodies, images, laws, policies and tools are shaped by nonhuman intelligence, which knows how to exploit with superhuman efficiency the weaknesses, biases and addictions of the human mind — while knowing how to form intimate relationships with human beings?