RAFT: A new way to teach LLMs to be better at RAG
In this article, we will look at the limitations of RAG and domain-specific Fine-tuning to adapt LLMs to existing knowledge and how a team of UC Berkeley..
AI/ML
AI and the Evolution of Social Media - Schneier on Security
GitHub - albertan017/LLM4Decompile: Reverse Engineering: Decompiling Binary Code with Large Language Models
Reverse Engineering: Decompiling Binary Code with Large Language Models - albertan017/LLM4Decompile
Researchers use ASCII art to elicit harmful responses from 5 major AI chatbots
LLMs are trained to block harmful responses. Old-school images can override those rules.
Cubox: AI Reader & Highlight
Cubox is the ultimate tool for reading, learning, and research. With its powerful AI designed specifically for reading, Cubox can help you easily manage collections of web articles, make annotations and take notes while reading, review your knowledge, and share or organize your reading materials eff…
Dola | Your AI Calendar Assistant.
Dola: a powerful AI calendar assistant managing your personal calendar and group calendar by just chatting. Dola turns voice, texts, pictures and complicated context into schedules. You can also sync Dola with your Google calendar and Apple calendar.
Apple researchers achieve breakthroughs in multimodal AI as company ramps up investments
Apple researchers achieve state-of-the-art results in multimodal AI with MM1 models, combining text and images for breakthroughs in image captioning, visual question answering, and few-shot learning, as the company invests heavily in AI to enhance Siri, Messages, and future products.
The Murderous Energy Suck of Universal Paperclips
The fracking to AI pipeline is a crime. And the crime is homicide.
arcee-ai/mergekit: Tools for merging pretrained large language models.
Tools for merging pretrained large language models. - arcee-ai/mergekit
arcee-ai/mergekit: Tools for merging pretrained large language models.
Tools for merging pretrained large language models. - arcee-ai/mergekit
What I learned from looking at 900 most popular open source AI tools
Four years ago, I did an analysis of the open source ML ecosystem. Since then, the landscape has changed, so I revisited the topic. This time, I focused exclusively on the stack around foundation models.
Skyvern-AI/skyvern: Automate browser-based workflows with LLMs and Computer Vision
Automate browser-based workflows with LLMs and Computer Vision - Skyvern-AI/skyvern
Spreadsheets are all you need.ai – A low-code way to learn AI
Blend LLMs to Make Best Performing AI Model
This video is about mergekit, how to choose and blend models. It's non technical but links to technical papers are included. You need to know how to navigate...
Building Meta’s GenAI Infrastructure
Marking a major investment in Meta’s AI future, we are announcing two 24k GPU clusters. We are sharing details on the hardware, network, storage, design, performance, and software that help us extr…
AI news that's fit to print
How news organizations are using AI in good and bad ways.
Answer.AI - You can now train a 70b language model at home
We’re releasing an open source system, based on FSDP and QLoRA, that can train a 70b model on two 24GB GPUs.
ChatGPT as a writing partner
Sometimes we all need a robot cheerleader.
AI gives the news you need | Derek Sivers
Prompt library
WeihaoTan/TWOSOME: Implementation of TWOSOME
flowersteam/Grounding_LLMs_with_online_RL: We perform functional grounding of LLMs' knowledge in BabyAI-Text
KhoomeiK/LlamaGym: Fine-tune LLM agents with online reinforcement learning
Fine-tune LLM agents with online reinforcement learning - KhoomeiK/LlamaGym
Fine tune a 70B language model at home | Hacker News
reorproject/reor: AI note-taking app that runs models locally.
AI note-taking app that runs models locally. Contribute to reorproject/reor development by creating an account on GitHub.
Zotero and RAG?
Has anybody looked into ways of using Zotero libraries in 'retrieval-augmented generation' pipelines?
parthsarthi03/raptor: The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval - parthsarthi03/raptor
My Robotic Doppelganger Is The Grim Face of Journalism's Future!
As journalism endures catastrophic financial collapse, I watch software seize my long-lost archives, erase my name—or attribute my work to a fake person. PLUS: Evan and I sign on Friday!
The GPT-4 barrier has finally been broken
Four weeks ago, GPT-4 remained the undisputed champion: consistently at the top of every key benchmark, but more importantly the clear winner in terms of “vibes”. Almost everyone investing serious …
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