16th April 2023 - Web LLM, AgentGPT, DeepSpeed

16th April 2023 - Web LLM, AgentGPT, DeepSpeed

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?? Your curated summary of what's hot right now on GitHub

?? Top 7 yesterday (?? = new in top 7)

  1. ???AutoGPT?has made it 1 week at #1, with 8,437 new stars yesterday! An experimental open-source attempt to make GPT-4 fully autonomous.
  2. ???AgentGPT?- Assemble, configure, and deploy autonomous AI Agents in your browser.
  3. ???DeepSpeed?- Deep learning optimisation library that makes distributed training and inference easy, efficient, and effective.
  4. ???GPT4All?- An ecosystem of open-source chatbots trained on a massive collection of clean assistant data including code, stories and dialogue
  5. ???Web LLM - Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.
  6. ???Animated Drawings?- Code to accompany "A Method for Animating Children's Drawings of the Human Figure"
  7. ???BabyAGI - The system uses OpenAI and Pinecone APIs to create, prioritise, and execute tasks.

?? Summaries of three repos in the top 7

?? Web LLM

Imagine running your own open-source language models and personal AI assistant directly in your browser! Web LLM brings the future of AI to you by leveraging powerful client-side capabilities, reducing costs, and enhancing personalisation and privacy. Say goodbye to server-side GPU constraints and hello to AI in your browser tab!

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???AgentGPT

Create, configure, and deploy your very own custom Autonomous AI agents with AgentGPT! Set a goal, and your AI will brainstorm tasks, execute them, and learn from the results. The possibilities are endless! ??

?? DeepSpeed

DeepSpeed is here to revolutionise deep learning optimisation with world-class scale and speed. Supporting models like MT-530B and BLOOM, it offers incredible throughput and efficient scaling to thousands of GPUs. Train and perform inference on resource-constrained GPU systems and experience extreme compression for low-latency and cost-effective inference.

Stay tuned for more updates on the AI world and make sure to follow these exciting new projects! ??

#datascience?#ai?#github?#machinelearning?#data?#tech

Applied Data Science Partners

Nigel Roese

Technical Support Analyst - EMEA - Product Lifecycle Management

1 年

This could be a solution for companies that are worried that using Cloud ChatGPT means internal company data is being learned from by a public LLM. To quote from mlc.ai/web-llm - 'This opens up a lot of fun opportunities to build AI assistants for everyone and enable privacy while enjoying GPU acceleration'.

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