Top Tweets for #LLMHack
1/n) Include any chemical feature into an LLM for chemistry ๐คฏHow? introducing our hackathon project "geometric-geniuses" - get the best of both worlds! numerical feature vectors inside of LLMs
#LLMhack
This is @jablonkagroup's submission. Very happy to have worked with @Iam_Nawaf_, Mara and Abdel.
Also, thanks a lot to the #LLMHack organizers, the @FAIRmat_NFDI for having us and all the people who attend in Berlin. #LLMs4Science
Mara, Abdel, @MrtinoRG, @Iam_Nawaf_ on their way to LLM Hackathon for Application in Materials and Chemistry ๐๐ If you are at the Berlin site, catchup with us!! #LLMHack @FAIRmat_NFDI #LLMs4Science
Proud to be part of this massive #llmhack manuscript invited by none other than my Ph.D. advisor @A_Aspuru_Guzik, and to be part of the pioneering movement to incorporate LLMs into how we solve chemical problems!
11. @QaiAlex, @jacosand, @Jiale_Shi, Stefan Bringuier, @BrendenPelkie, Marcus Schwarting use LLMs to convert procedure texts in the ORD to structured JSON
https://t.co/ThlBmSxtB2
https://t.co/JqSmPx5G5U
It's a warp!
- 53 authors
- 14 projects
after 1.5 days of hackathon.
With this paper, we have a full bouquet of examples of how LLMs can impact chemistry, materials science, and beyond.
https://t.co/W2emjGnEK4
#llmhack #llm #chemtwitter
I really loved reading the summary of this project! Incredible what the gptchem approach can do.
Also, great work making it run on consumer hardware!
Look out for a summary of all the #llmhack projects coming out soon!
๐งช Worked on a new project w/ Ankur Gupta and @merz_garrett using LLMs to speed up accurate prediction of chemical properties.
To start, we use GPT-3 with GPTChem & GPT2-LoRA to predict the atomization energies of molecules at the G4(MP2) theory level from the QM9 dataset.
Still blows my mind what you can hack together in a few hours!
It was a pleasure seeing all the participants having so much (productive!) fun with LLMs in materials and chemistry! #llmhack
We wrapped up the first LLM hackathon for applications in materials and chemistry last week. The results to me were astounding. We are at the point now where some tasks that took years can now be completed in days. Here is a list of the fantastic submissions!
Meet BOLLaMa, your AI sidekick for chemical optimization! It's pronounced BOyamma๐ similar to my name's pronunciation Boyanna๐ (hey I had to take the opportunity! ๐คฉ๐คฃ) Hope you like it and let us know what you think! #llmhack
This is @SchwallerGroup's submission :) Happy to have worked with awesome @6ojaHa who very happily baptized the project ๐
Also thanks to #llmhack organizers @andrewwhite01 @BenBlaiszik @kmjablonka and
@QaiAlex The model was tuned on data from the Open Reaction Database led by @cwcoley, Abby Doyle, and many others. Thanks to @BenBlaiszik, @kmjablonka, and @andrewwhite01 for organizing #llmhack! Hope to continue working on improving the LLM!
Use LLM to parse free text synthesis recipes to structured data! With only 300 training pairs, the fine tuned model can already pick up chemical identities/amounts and generate valid JSON in ORD schema. Check out our video demo!
Wow, natural language interface and helper prototype built for 3dmol.js. Reach out to @jakublala if you are interested! ๐คฉ
#llmhack
As a part of the #llmhack, me and Sean Warren developed MolVerse, a language interface to 3dmol.js: a web app for all chemists and biologists that want to visualise their (bio)molecules without needing to code. Here we load the structure of benzene:
As a part of the #llmhack, me and Sean Warren developed MolVerse, a language interface to 3dmol.js: a web app for all chemists and biologists that want to visualise their (bio)molecules without needing to code. Here we load the structure of benzene:
First official submission for the hackathon from @LabsGlobus @UChicago using an LLM (ScholarBert) to discover new molecules for hydrogen storage #llmhack via Zhi Hong
A team I'm on at @LabsGlobus , led by @z_H0NG, is excited to introduce ScholarBERT, an #LLM for science trained on 85M English language research articles! We're using it to discover molecules for safely transporting #GreenHydrogen. #LLMHackathon
Chris Dallago from @nvidia describing some of their latest tools to help researchers apply LLMs to chemical and biological applications and MegaMolBART sampling. @sacdallago #OpenScience #llmhack @anthonycosta
Kevin Jablonka described his latest work on LLMs applied to chemical discovery. He is building software to make using these models ridiculously simple. @kmjablonka #llmhack @EPFL_en
Recording available later
Officially kicking off the #LLM Virtual Hackathon for Applications in Materials and Chemistry! Excited to hear from @andrewwhite01, @kmjablonka, and @sacdallago in the morning (9a CT) for inspiration. See you tomorrow! ๐
๐ฝ๏ธ https://t.co/TvubLj0ho2
#ai #ml #llmhack #openscience
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