Jablonka Lab (Lab for AI for Materials)
@jablonkagroup.bsky.social
Team-run account for the group led by @kjablonka.com
Training large language models for chemistry is bottlenecked by one critical problem: there is no unified dataset that connects all chemical domains.
May 20, 2025 at 3:48 PM
Training large language models for chemistry is bottlenecked by one critical problem: there is no unified dataset that connects all chemical domains.
April 28, 2025 at 12:38 AM
April 25, 2025 at 11:58 AM
we're ready for spring! team building is always more fun when it's outside ☀️
April 21, 2025 at 9:55 AM
we're ready for spring! team building is always more fun when it's outside ☀️
Day 1 of the Foundation Models workshop hosted by the ELLIS Winter School!
March 18, 2025 at 1:35 PM
Day 1 of the Foundation Models workshop hosted by the ELLIS Winter School!
🚀ChemBench just leveled up!
We’re thrilled to announce the latest release of ChemBench—now smarter and smoother! Dive into benchmarking any chemistry AI model with our revamped framework, designed for flexibility and ease.
#ChemistryAI #MachineLearning #OpenScience #Innovation
We’re thrilled to announce the latest release of ChemBench—now smarter and smoother! Dive into benchmarking any chemistry AI model with our revamped framework, designed for flexibility and ease.
#ChemistryAI #MachineLearning #OpenScience #Innovation
March 11, 2025 at 4:52 PM
🚀ChemBench just leveled up!
We’re thrilled to announce the latest release of ChemBench—now smarter and smoother! Dive into benchmarking any chemistry AI model with our revamped framework, designed for flexibility and ease.
#ChemistryAI #MachineLearning #OpenScience #Innovation
We’re thrilled to announce the latest release of ChemBench—now smarter and smoother! Dive into benchmarking any chemistry AI model with our revamped framework, designed for flexibility and ease.
#ChemistryAI #MachineLearning #OpenScience #Innovation
🚀Our revised MaCBench paper is now on arxiv! arxiv.org/pdf/2411.16955
Key updates!
🌟Robust reproducibility: 5x experiment runs + error bars for statistical confidence
🌟Full dataset & leaderboard: Now live on HuggingFace with model comparisons huggingface.co/spaces/jablo...
Key updates!
🌟Robust reproducibility: 5x experiment runs + error bars for statistical confidence
🌟Full dataset & leaderboard: Now live on HuggingFace with model comparisons huggingface.co/spaces/jablo...
March 6, 2025 at 7:43 AM
🚀Our revised MaCBench paper is now on arxiv! arxiv.org/pdf/2411.16955
Key updates!
🌟Robust reproducibility: 5x experiment runs + error bars for statistical confidence
🌟Full dataset & leaderboard: Now live on HuggingFace with model comparisons huggingface.co/spaces/jablo...
Key updates!
🌟Robust reproducibility: 5x experiment runs + error bars for statistical confidence
🌟Full dataset & leaderboard: Now live on HuggingFace with model comparisons huggingface.co/spaces/jablo...
Are Vision Language Models ready for scientific research?
🧑🔬🧪
We compared leading VLLMs on the three pillars of chemical and material science discovery: data extraction, lab experimentation and data interpretation.
arxiv.org/abs/2411.16955
🧑🔬🧪
We compared leading VLLMs on the three pillars of chemical and material science discovery: data extraction, lab experimentation and data interpretation.
arxiv.org/abs/2411.16955
November 27, 2024 at 4:46 PM
Are Vision Language Models ready for scientific research?
🧑🔬🧪
We compared leading VLLMs on the three pillars of chemical and material science discovery: data extraction, lab experimentation and data interpretation.
arxiv.org/abs/2411.16955
🧑🔬🧪
We compared leading VLLMs on the three pillars of chemical and material science discovery: data extraction, lab experimentation and data interpretation.
arxiv.org/abs/2411.16955