Papers with Code @paperswithcode
Our mission is to organize science by converting information into useful knowledge. paperswithcode.com London, UK Joined December 2018-
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Galactica is basically GPT-3 for science. It can write whitepapers, reviews, wikipedia pages and code. It knows how to cite and how to write equations. It's kind of big deal 1/ 🧵
Today a 120B model called “Galactica” is open-sourced by @paperswithcode. It’s capable of writing math notations, citations, code, chemical formula, DNA, etc. Here’s why I think Galactica is a huge milestone in open foundation models, scientific automation, and responsible AI: 🧵
The new language model for science galactica.org. Upon few quick tries, it seems to generate professional text in the areas I am familiar with. And 7 years ago we were *joking* about ML writing papers!
Haven’t been so excited by a text LM for a long time! And it’s all open! A true gift to science. 🎁
Haven’t been so excited by a text LM for a long time! And it’s all open! A true gift to science. 🎁
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@yoavgo This is an excellent list to begin exploring the literature on RA genetics. It doesn’t put HLA-DRB1 in flashing lights (or specify the epitope), but it does repeat it at the end so you don’t forget! A valiant effort and certainly useful.
@yoavgo Thanks Yoav! I am playing with it since morning and I am very impressed. Of course there are non-sense output but I already see where we can get significant value from it over other tools. in this example there is noise at the end but there are true targets that are new to me/
Galactica is basically GPT-3 for science. It can write whitepapers, reviews, wikipedia pages and code. It knows how to cite and how to write equations. It's kind of big deal 1/ 🧵
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
Did you know? This amazing model utilizes @huggingface Accelerate big model inference! Amazing!
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
Galactica, a language model for scientific texts, is amazing. It even knows my papers and inserts a correct reference given just the name/description of the method.
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
@misterkardas @jeremyphoward “By Jeremy Howard” is the new “let’s think step by step”.
One shocker to me is how little "generic text" (books, web scrapes, emails, etc) is in the dataset. It's 99.7% hard science. CommonCrawl was filtered down to only ScientificCC + AcademicCC. Otherwise, only 300M tokens are from LibreText + WikiBooks, 0.3% of the dataset!
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
Amazed by the performance of Galactica by @paperswithcode Tried with prompt "jupyter notebook on how to use xgboost model" @tunguz might like it :) #LLM #NLP #AI
what would be cool with science models like Galactica would be to add self examination of the inputs like the coming Codex model, where the model can inspect it’s theorem proofs or essays and spot errors
Today a 120B model called “Galactica” is open-sourced by @paperswithcode. It’s capable of writing math notations, citations, code, chemical formula, DNA, etc. Here’s why I think Galactica is a huge milestone in open foundation models, scientific automation, and responsible AI: 🧵
Galactica looks like an amazing tool to help with understanding pretty much anything. I asked it to generate "A wiki article on CNC machining" and here's the output: galactica.org/?prompt=wiki+a… It starts to get in a loop at the end, but not too shabby for something autogenerated!
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
“Lecture notes on MBQC” by Galactica. Wow 🤯
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
Grant application for using language models to design proteins
This is going to revolutionize grant proposal and grant report writing - for better or worse.
@janosch_ortmann @metaai @paperswithcode Spell out KPZ perhaps?
There are so many good use cases for large models. Great to see the Galactica project from FAIR coming out, with our usual high standards for open science: paper, model, demo, and more!
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
This might just be in time for the next draft of my thesis 😅😇
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
Now is the time to get a university degree to add to your CV. Galactica will do the heavy lifting. #AI
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
Wow. Already using this and very impressed. Kinda scary how good these new NLP models are 😅
🪐 Introducing Galactica. A large language model for science. Can summarize academic literature, solve math problems, generate Wiki articles, write scientific code, annotate molecules and proteins, and more. Explore and get weights: galactica.org
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