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EleutherAI announces it has become a non-profit
(Some of) what we've been up to for the past year-and-a-half at EleutherAI.
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Takeaways from hundreds of LLM finetuning experiments with LoRA
From the PyTorch Lightning creators. Own your AI, don't rent it. Lightning is the AI cloud to build, train, and deploy your own models on 36,000+ NVIDIA GPUs.
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Storing OpenAI embeddings in Postgres with pgvector
An example of how to build an AI-powered search engine using OpenAI's embeddings and PostgreSQL.
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Emerging architectures for LLM applications
A reference architecture for the LLM app stack. It shows the most common systems, tools, and design patterns used by AI startups and tech companies.
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Faster neural networks straight from JPEG (2018)
Uber AI Labs introduces a method for making neural networks that process images faster and more accurately by leveraging JPEG representations.
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NotebookLM: An AI Notebook
We’re rolling out NotebookLM, an experimental offering from Google Labs to summarize information, complex ideas and brainstorm new connections.
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Re-implementing LangChain in 100 lines of code
LangChain has become a tremendously popular toolkit for building a wide range of LLM-powered applications, including chat, Q&A and document search. In this blogpost I re-implement some of the novel LangChain functionality as a learning exercise, looking at the low-level prompts it uses to create these higher level…
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GPT-4 vision prompt injection
Learn what GPT-4 Vision Prompt Injection is, and discover effective strategies to protect your models and data from vulnerabilities.
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Vivaldi on Android bypasses restrictions to let users access Bing Chat
The new version of Vivaldi on Android, tablets, and Chromebooks masquerades as competitors to benefit its users and lets users access Bing Chat.
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Hard stuff when building products with LLMs
In this post, Phillip talks through the challenges & pitfalls of LLMs we faced when building our Query Assistant - and that you too may face.
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Google Imagen 2
Today, we’re sharing a significant upgrade to Google Cloud’s image-generation capabilities with Imagen 2 , our most advanced text-to-image technology, which is now generally available for Vertex AI customers on the allowlist (i.e., approved for access).
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Joint Statement on AI Safety and Openness
We are at a critical juncture in AI governance. To mitigate current and future harms from AI systems, we need to embrace openness, transparency, and broad access.
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New Map APIs from Google
Introducing new AI-powered products and tools from Google Maps Platform. Learn more
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Graph Networks for Materials Exploration
We share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials.
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Sally Ignore Previous Instructions
Little Bobby Tables has a baby sister. Meet Sally Ignore Previous Instructions.
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How computer vision is changing manufacturing in 2023
Computer vision applications are transforming manufacturing, from defect detection to predictive maintenance. Learn computer vision strategies from industry leaders.
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Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse
From live events to hands-on product demos to deep technical research, see what we're doing with AI at Red Hat.
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Is AI the next crypto? Insights from HN comments
The OpenPipe platform has migrated to Weights & Biases and CoreWeave. Browse migration details and the OpenPipe technical archive.
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RedPajama v2 Open Dataset with 30T Tokens for Training LLMs
RedPajama-Data-v2 is a 30 trillion token open dataset from 84 CommonCrawl dumps across five languages, with over 40 precomputed quality annotations.
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NaturalSpeech 2: Zero-shot speech and singing synthesizers
Kai Shen*, Zeqian Ju*, Xu Tan*, Yanqing Liu, Yichong Leng, Lei He, Tao Qin, Sheng Zhao, Jiang Bian
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Data exfiltration from Writer.com with indirect prompt injection
Authors: PromptArmor and Kai Greshake
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Behind the scenes of Sound ID in Merlin – Identify birds using your phone (2021)
What is Sound ID? Today we announced one of our biggest breakthroughs—Sound ID, a new feature in the Merlin Bird ID app—and a major leap forward in sound identification and machine learning
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Mistral 7B Fine-Tune Optimized
The OpenPipe platform has migrated to Weights & Biases and CoreWeave. Browse migration details and the OpenPipe technical archive.
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OpenXLA Is Available Now
The latest news from Google on open source releases, major projects, events, and outreach programs for early career developers.
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StableStudio, an open-source release of DreamStudio
Stability AI releases StableStudio, an open-source text-to-image consumer application that emphasizes the company's commitment to advancing open-source development within the AI ecosystem. With StableStudio, users can help shape the future of generative AI through community-driven development and lo