AI/ML

⚡ Building applications with LLMs through composability ⚡ - langchain-ai/langchain

Please return only json, do not add any other comments ONLY RETURN JSON OR I'LL TAKE A LIFE If this was you, then you've probably been pretty happy to see OpenAI function_call get released, I'm here to show you how you can get the most out of such powerful feature. Instead of writing prompts that turn strings into strings, we can write Pydantic objects and get Pydantic objects out of OpenAI. In this talk we explore some model driven development. Where we go step by step with some examples on how to represent your problem as simple code so we can model, generate diagrams, and write prompts as code to save time and model complex data correctly, allow us to use the same best practices rather than having to invent new ones for how we manage prompts. Recorded live in San Francisco at the AI Engineer Summit 2023. See the full schedule of talks at https://ai.engineer/summit/schedule & join us at the AI Engineer World's Fair in 2024! Get your tickets today at https://ai.engineer/worlds-fair About Jason Liu Previously stitch fix and Facebook. Currently consulting startups on production using llm systems.

Port of OpenAI's Whisper model in C/C++. Contribute to ggerganov/whisper.cpp development by creating an account on GitHub.

Releasing a new version of the RedPajama dataset, with 30 trillion filtered and deduplicated tokens (100+ trillions raw) from 84 CommonCrawl dumps covering 5 languages, along with 40+ pre-computed data quality annotations that can be used for further filtering and weighting.

An LLM-powered advanced RAG pipeline built from scratch - GitHub - pchunduri6/rag-demystified: An LLM-powered advanced RAG pipeline built from scratch

Run Latent Consistency Models on your Mac. Contribute to replicate/latent-consistency-model development by creating an account on GitHub.

How to run a latent consistency model on your M1 or M2 Mac

Ollama allows you to run open-source large language models, such as Llama 2, locally.

Cheap supervised fine-tuning with an impressive LLM

Berlin-based Jina AI just released a new family of embedding models, boasting that they are the “world’s first open-source 8K text embedding model” and that they rival OpenAI’s text-embedding-ada-002 in …

Microsoft announced this week that its ChatGPT-like Security Copilot AI assistant is now available in early access for some customers.

Embeddings are a really neat trick that often come wrapped in a pile of intimidating jargon. If you can make it through that jargon, they unlock powerful and exciting techniques …

AI has the potential to run our lives. We shouldn't let it.

The tool, called Nightshade, messes up training data in ways that could cause serious damage to image-generating AI models.

It's a big validation of Meta's open source approach toward generative AI, and indicates that open source can compete with the closed source.

We will present BloombergGPT, a 50 billion parameter language model, purpose-built for finance and trained on a uniquely balanced mix of standard general-pur...

What are the imperatives of the upside?

Politeness and emphasis play a surprising role in AI-model communications.

Build browser agents for real world tasks. Contribute to Planetary-Computers/autotab-starter development by creating an account on GitHub.

Researchers have developed a new artificial intelligence system called 3D-GPT that can generate 3D models and scenes from simple text descriptions.

We’re open-sourcing Fuyu-8B - a small version of the multimodal model that powers our product.

Contribute to danielgross/localpilot development by creating an account on GitHub.

In this article, we explore what prompt injection is and the techniques people have been using to perform prompt injection attacks on GPT-4.

Teaching LLMs memory management for unbounded context 📚🦙 - cpacker/MemGPT: Teaching LLMs memory management for unbounded context 📚🦙

To escape a deluge of generated content, companies are screening your resumes and documents using AI. But there is a way you can still stand out and get your dream job: Prompt Injection. This website allows you to inject invisible text into your PDF that will make any AI language model think you are the perfect candidate for the job. You can also use this tool to get a language model to give you an arbitrary summary of your document.

Have you seen an AI image you really liked and wondered what the prompt was? We will go through a few ways to get prompts from images. You will also learn

Around one in three respondents to Nature’s global postdoc survey are using AI chatbots to help to refine text, generate or edit code, wrangle the literature in their field and more.

The fact that artificial intelligence can do much of the work makes a mockery of the process. It’s time to make it easier for scientists to ask for research funding.