7/ LLMs for Computer Tasks – shows that a pre-trained LLM agent can execute computer tasks using a simple prompting scheme where the agent recursively criticizes and improves its outputs.
LLMS
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ChatDoctor: Medical LLM Fine-tuned on LLaMA for Healthcare
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4/ ChatDoctor – a medical chat model fine-tuned on LLaMA using medical domain knowledge. Collects data on around 700 diseases and generated 5K doctor-patient conversations to finetune the LLM.
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LLaMA-Adapter: Lightweight Method Fine-Tune Instruction-Following Models
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5/ LLaMA-Adapter – a lightweight adaption method to efficiently fine-tune LLaMA into an instruction-following model; generates responses comparable to Alpaca with fully fine-tuned 7B parameter; it’s also extended for multi-modal input support.
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AI Training Data Crisis: Documentation and GPL Solutions
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Was discussing this with @monkchips
. "Docs" likely to increasingly look like "ChatGPT", but @peternixey raises a critical point: where will the training data come from if devs are quietly asking machines for guidance? Maybe we need a new GPL to avoid one-way knowledge traps? -
GPT-4 Shows Signs of Artificial General Intelligence Breakthroughs
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New Lifewire article featuring our very own Bram Verhoef discussing the impact of GPT-4's Artificial General Intelligence breakthroughs! Keep up with the latest advancements and learn more from our expert: https://
lifewire.com/why-it-matters
-that-gpt-4-shows-signs-of-artificial-general-intelligence-7372070
… #AI #GPT4 #ML #OurTeamExpert -
Simplifying AI Agent Architecture with OpenAI Text-Completion
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Basically stripping it down to a barebones template only using OpenAI text-completion for all three task agents (execution, creation, prioritization). I think it makes sense to clean it up like this, and then add back on complexity – like Langchain, etc.
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Task Management AI Agent Execution and Reprioritization Issues
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It then continued to:
– execute tasks
– create new tasks
– reprioritize tasks Task mgmt agent is a bit wonky, so need to fix that… btw, all text-davinci-003 cuz… that's what i know -
Advanced Natural Language Processing Class Notes from USC
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Advanced Natural Language Processing – Class Notes, University of Southern California Great and concise notes on various techniques and algorithms in natural language processing. Notes: https://
elanmarkowitz.github.io/USC-CS662/asse
ts/files/class_notes.pdf
… Course webpage: https://
elanmarkowitz.github.io/USC-CS662/ -
AI Doomism and LLM-Driven Autonomous Agents for Gaming
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Doctor warning: The momentary AI doomism drama causes doom scrolling, doom reading of less wrong, and doom watching some podcasts. Best to avoid. There are more productive things to do, like working on LLM-driven autonomous agents for our game.
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Tech Giants Race to Launch Advanced AI Chatbots
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The large tech companies – Google, Meta/Facebook, Microsoft – are in a race to introduce new artificial intelligence systems and what are called chatbots, that you can have conversations with and are more sophisticated than Siri or Alexa. https://
cbsn.ws/3LUuUsn