Co-Founder & Chief Scientific Officer, @HippocraticAI. PhD. Head of AI. Former Principal Researcher @MicrosoftResearch.subhomukherjee.com Seattle, WAJoined April 2017
We hosted our annual AI Pioneers Summit this week to celebrate the technical leaders at the forefront of deploying AI and LLMs in production today! 🚀
Over 170 notable product and engineering execs from 136 companies gathered to celebrate this year’s award winners:
***Expanding…
We are super excited to have @subho_mpi, Chief Scientific Officer & Co-founder at @hippocraticai to join us next Tuesday! He will share how to build a safety-focused healthcare AI agent focusing on non-diagnostic patient-facing use-case!
SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference
Obtains 2-5x inference speedups with negligible regression across a variety of tasks
arxiv.org/abs//2307.02628
Source: Conversation with Bing Chat about Orca - 6/23/2023
We asked Bing about our recent language model Orca, what makes its learning process unique and the promises it holds for the future. This is its response (references in…lnkd.in/g6tXh8kclnkd.in/gTPRXtjy
Bothered by the expensive runs on Auto-GPT and LangChain agents? Check out our recent work, ReWOO, that eliminates token redundancy in prevailing 'thought-action-observation' paradigm, achieving better task completion with 5x less token usage at inference. #LLMs#AIGA#NLP
Do you want to make your transformers more efficient? Check out @subho_mpi talk on ‘AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers’: youtu.be/sSusEYtL-YM Don’t forget to subscribe!
We kick-off the near year with a talk by @subho_mpi about ‘AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers’ on Thursday. Note that, this time the AutoML seminar will be at 6pm CET / 9am PDT. More details at automl-seminars.github.io
We are hiring research interns to work in Efficient Large-scale AI at Microsoft Research for summer 2023! Looking for candidates interested in building adaptive, modular and efficient NLU/NLG models at scale. The internship will be…lnkd.in/gn3ddFsmlnkd.in/gDBreieR
To put the "scale" narrative into perspective... The brain runs on 15 watts, at 8-35 hertz. And while we have ~90B neurons, usually only ~1B are active at any given time.
The brain is very slow and does a lot with very little.
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