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Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design
Paper • 2405.19076 • Published -
X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Design
Paper • 2402.07148 • Published • 3 -
ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning
Paper • 2402.04268 • Published -
MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge
Paper • 2311.08166 • Published • 2
LAMM: MIT Laboratory for Atomistic and Molecular Mechanics
Enterprise
university
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.
Collections
2
Cephalo is a series of multimodal vision large language models (V-LLMs) designed to integrate visual and linguistic reasoning in materials science.
models
31
lamm-mit/Bioinspired-Gemma-2-9b
Text Generation
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Updated
lamm-mit/Bioinspired-Gemma-2
Updated
lamm-mit/cephalo
Updated
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5
lamm-mit/Cephalo-Idefics2-vision-3x8b-beta
Image-Text-to-Text
•
Updated
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106
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1
lamm-mit/Cephalo-Phi-3-MoE-vision-128k-3x4b-beta
Image-Text-to-Text
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Updated
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17
lamm-mit/Cephalo-LaTeX-Phi-3-vision-128k-4b-beta
Image-to-Text
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Updated
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5
lamm-mit/Cephalo-Phi-3-vision-128k-4b-beta
Image-Text-to-Text
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Updated
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153
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1
lamm-mit/Cephalo-Phi-3-vision-128k-4b-alpha
Image-Text-to-Text
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Updated
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212
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5
lamm-mit/Cephalo-LaTeX-Phi-3-vision-128k-4b-alpha
Image-to-Text
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Updated
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1
lamm-mit/Cephalo-Llava-v1.6-Mistral-vision-8b-alpha
Image-Text-to-Text
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Updated
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2
datasets
10
lamm-mit/logic_and_reasoning-vision_V5
Viewer
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Updated
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1.23k
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5
lamm-mit/OleehyO-latex-formulas
Viewer
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Updated
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552k
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3
lamm-mit/Cephalo-Bioinspired-Mechanics-Materials
Viewer
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Updated
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30.5k
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3
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2
lamm-mit/Cephalo-Wikipedia-Materials
Viewer
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Updated
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8.19k
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3
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2
lamm-mit/test_images
Viewer
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Updated
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12
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5
lamm-mit/leaf-images
Viewer
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Updated
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1.21k
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3
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2
lamm-mit/x-lora-dataset
Viewer
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Updated
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1.9k
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5
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1
lamm-mit/MechanicsMaterials
Viewer
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Updated
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8.2k
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3
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2
lamm-mit/GPTProteinPretrained
Viewer
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Updated
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772k
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4
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1
lamm-mit/SilkomePretrainedGPT
Viewer
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Updated
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731k
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3
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1