AI & ML interests
PI: Markus J. Buehler, MIT. Our research focus on developing a new paradigm that designs materials from the molecular scale, using MD, ML and other methods.
Recent Activity
View all activity
We present an approach to modifying Transformer architectures by integrating graph-aware relational reasoning into the attention mechanism.
-
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-orca-math-word-problems
Updated • 10 • 1 -
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-logic
2B • Updated • 1 • 1 -
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-bio
Updated • 1 -
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
Paper • 2501.02393 • Published • 7
We present an approach to modifying Transformer architectures by integrating graph-aware relational reasoning into the attention mechanism.
-
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-orca-math-word-problems
Updated • 10 • 1 -
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-logic
2B • Updated • 1 • 1 -
lamm-mit/Llama-3.2-3B-Instruct-Sparse-GIN-bio
Updated • 1 -
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers
Paper • 2501.02393 • Published • 7
models
98
lamm-mit/ProteinGPT_medium
Text Generation
•
0.3B
•
Updated
•
4
lamm-mit/cephalo
Updated
•
5
lamm-mit/Cephalo-Gemma-3-4b-it-04-15-2025
Image-Text-to-Text
•
5B
•
Updated
•
1
lamm-mit/Cephalo-Gemma-3-4b-it-04-16-2025
Image-Text-to-Text
•
5B
•
Updated
•
1
lamm-mit/Cephalo-Idefics-2-vision-8b-beta
Image-Text-to-Text
•
8B
•
Updated
•
3
•
3
lamm-mit/AutomataGPT
Updated
•
4
lamm-mit/VibeGen
Updated
•
1
lamm-mit/Cephalo-Llama-3.2-11B-Vision-Instruct-128k-01-29-2025
Image-to-Text
•
11B
•
Updated
•
1
lamm-mit/Cephalo-Llama-3.2-11B-Vision-Instruct-128k-01-28-2025
Image-to-Text
•
11B
•
Updated
•
1
lamm-mit/Graph-Preflexor_01062025
Text Generation
•
4B
•
Updated
•
306
•
10
datasets
47
lamm-mit/tersoff-3atom-toy
Viewer
•
Updated
•
5k
•
13
lamm-mit/tersoff-3atom
Updated
•
2
lamm-mit/bioinspired-sample
Viewer
•
Updated
•
100
•
11
lamm-mit/leaf-microstructure
Viewer
•
Updated
•
5k
•
127
lamm-mit/Cahn-Hilliard-spinodal
Viewer
•
Updated
•
1.5k
•
117
lamm-mit/data_sample
Viewer
•
Updated
•
400
•
10
lamm-mit/converted_dataset_example
Viewer
•
Updated
•
2
•
4
lamm-mit/SAGI-1-SYMBOLIC_DATA_PLUS_REASONING_DATA_V1_100K
Viewer
•
Updated
•
113k
•
8
•
2
lamm-mit/mlabonne-orca-math-word-problems-80k
Viewer
•
Updated
•
80k
•
11
•
1
lamm-mit/music21_logic_dataset
Viewer
•
Updated
•
7.5k
•
5