Join us at @NeurIPSConf 2nd Workshop on #Efficient Natural Language and Speech Processing (ENLSP) this Fri, Dec. 2, to gather with academia/industry members and present our poster – #INT8 Transformers for #Inference #Acceleration. Read our full paper: https://
bit.ly/3XWG17I
RESEARCH
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INT8 Transformers Accelerate Inference at NeurIPS Workshop
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AI Assistants Evolution: From Conversation to Knowledge Discovery
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soon you will be able to have helpful assistants that talk to you, answer questions, and give advice. later you can have something that goes off and does tasks for you. eventually you can have something that goes off and discovers new knowledge for you.
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Hugging Face Opens Internship Positions in AI and Machine Learning
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We're hiring interns! If you're interested in working on cutting-edge problems in AI and ML, come take a look at our internship list: https://
huggingface.co/blog/interns-2
023
… Hiring for many teams: Science, OSS, Gradio, Moonshot, … Hiring remotely, as well as in-person in many places! -
Simple Two-Parameter Model Outperforms Complex Machine Learning Approaches
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Not hard at all, as my two-parameter model illustrates. And if you knew Machine Learning 101 your models might be slightly less broken. (And it would also help if you stopped treating experts from relevant fields as if they’re stupid.)
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AstraZeneca Uses AI to Analyze Genomes for Cancer Detection
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Astra Zeneca aims to eliminate cancer as a cause of death and protect the lives of its patients. The company moves 25 PT of data to analyse 2 m whole genomes to generate actionable insights enabling early detection and predictions. #AWS #reInvent
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Implementing Grover’s Algorithm for Boolean Satisfiability Problems
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LLM Grovers Search Party https://
github.com/JavaFXpert/llm
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… How to implement Grover's algorithm to solve a boolean satisfiability problem by @JavaFXpert -
ThoughtSource: Open Resource for Chain-of-Thought Reasoning in LLMs
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ThoughtSource https://
github.com/OpenBioLink/Th
oughtSource
… ThoughtSource is a central, open resource and community around data and tools related to chain-of-thought reasoning in large language models by @matthiassamwald -
GPT-Index: Data Structures Powered by GPT-3 for Query Answering
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GPT-Index https://
github.com/jerryjliu/gpt_
index
… GPT Index is a project consisting of a set of data structures that are created using GPT-3 and can be traversed using GPT-3 in order to answer queries. by @jerryjliu0 -
Text-davinci-002 RLHF tuning clue in InstructGPT announcement footnote
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As far as I can tell, the only clue that that text‑davinci‑002 wasn't RLHF-tuned was this footnote in the InstructGPT announcement: https://
openai.com/blog/instructi
on-following/#fn2
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text-davinci-003 is first RLHF model, not 002
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Also, it seems that the new text‑davinci‑003 is actually the *first* released model to incorporate RLHF tuning, using the PPO algorithm. I've been misdescribing text‑davinci‑002 as an RLHF model for the past year.