AI/ML

WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions - nlpxucan/WizardLM: WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions

The preview is also being expanded to 600 additional customers.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Introducing MPT-7B, the latest entry in our MosaicML Foundation Series. MPT-7B is a transformer trained from scratch on 1T tokens of text and code. It is open source, available for commercial use, and matches the quality of LLaMA-7B. MPT-7B was trained on the MosaicML platform in 9.5 days with zero human intervention at a cost of ~$200k. Starting today, you can train, finetune, and deploy your own private MPT models, either starting from one of our checkpoints or training from scratch. For inspiration, we are also releasing three finetuned models in addition to the base MPT-7B: MPT-7B-Instruct, MPT-7B-Chat, and MPT-7B-StoryWriter-65k+, the last of which uses a context length of 65k tokens!

How to give GPT access to large amounts of data

Google introduced two new features coming to Search that aim to help users better understand the image they're viewing in the search results.

Chatbot Arena is a benchmark platform for large language models, where the community can contribute new models and evaluate them.

Claiming wisdom based on the Bhagavad Gita, the bots frequently go way off script.

Colab: https://colab.research.google.com/drive/1gyGZn_LZNrYXYXa-pltFExbptIe7DAPe?usp=sharing In this video I look at how to load multiple docs into a single Vectors Store retriever and then do QA over all the docs and return their source info along with answers.

As it’s currently imagined, the technology promises to concentrate wealth and disempower workers. Is an alternative possible?

An incomplete list of open-sourced fine-tuned Large Language Models (LLM) you can run locally on your computer

🤖 A list of open LLMs available for commercial use. - eugeneyan/open-llms: 🤖 A list of open LLMs available for commercial use.

As it’s currently imagined, the technology promises to concentrate wealth and disempower workers. Is an alternative possible?

Two OpenAI contractors spoke to NBC News about their work training the system behind ChatGPT.

Imagine a bunch of product managers sitting in a sprint planning meeting where, after signing off on the tasks to be done this sprint and starting the sprint, ChatGPT was deployed on those tasks.

AI startup Hugging Face and ServiceNow teamed up to create a code-generating AI model similar to GitHub's Copilot.

Learn one of the ways in which AI has elevated my design work.

Weaver is a useful Obsidian plugin that integrates ChatGPT/GPT-3 into your note-taking workflow. This plugin makes it easy to access AI-generated suggestions and insights within Obsidian, helping y...

A little bit of magic, but mostly just practice

News Minimalist filters out the noise so you don't have to. We analyze the top 1,000 news daily, bringing you only the essentials in our 2-minute newsletter.

‎Poe lets you ask questions, get instant answers, and have back-and-forth conversations with AI. Gives access to GPT-4, gpt-3.5-turbo, Claude from Anthropic, and a variety of other bots. Poe includes both free and subscription bots. Payments for subscriptions will be charged to your Apple ID at conf…

Colab LaMini-LM Neo 1.3B: https://colab.research.google.com/drive/1JkbeqGDp_UIi12lv0CltJhFyzIqvY_1N?usp=sharing Colab LaMini-LM GPT1.5B: https://colab.research.google.com/drive/1wAfYXYECNIeub0hS05c7BRTY2a26qd53?usp=sharing Colab LaMini-Flan-T5-783M: https://colab.research.google.com/drive/1fJrwbqYFQa1wJ3xJelZ9gjTxcDnCqumb?usp=sharing Github: https://github.com/mbzuai-nlp/LaMini-LM Dataset: https://huggingface.co/datasets/MBZUAI/LaMini-instruction/ Paper: https://arxiv.org/abs/2304.14402 In this video I go through the paper LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions and examine how they created the dataset and models for this paper and project. 00:00 Intro 00:45 Key Idea 01:23 Diagram 01:45 Dataset 02:10 Hugging Face Dataset 02:27 Trained on a lot of Models 03:05 Paper 04:36 Prompts on ChatGPT 09:37 Code Time

Multiversal tree writing interface for human-AI collaboration - socketteer/loom: Multiversal tree writing interface for human-AI collaboration

Omni is a contextual real-time information retrieval system to augment intellectual work with the most relevant information across all websites, all books, all scientific literature, and all personal writing.

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 capabilities.

Large Language Models (LLMs) have a data freshness problem. Even some of the most powerful models, like ChatGPT's gpt-3.5-turbo and GPT-4, have no idea about...

A Bulletproof Way to Generate Structured JSON from Language Models - GitHub - 1rgs/jsonformer: A Bulletproof Way to Generate Structured JSON from Language Models

Note: This post assumes some familiarity with LangChain and is moderately technical. 💡 TL;DR: We’ve introduced a new abstraction and a new document Retriever to facilitate the post-processing of retrieved documents. Specifically, the new abstraction makes it easy to take a set of retrieved documents and extract from them