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Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design
Paper • 2405.19076 • Published • 2 -
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
4
Cephalo is a series of multimodal vision large language models (V-LLMs) designed to integrate visual and linguistic reasoning in materials science.
spaces
1
models
83
lamm-mit/meta-llama-Llama-3.2-3B-Instruct-untied
Text Generation
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Updated
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48
lamm-mit/Cephalo-Llama-3.2-11B-Vision-Instruct-128k
Image-Text-to-Text
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1.43k
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5
lamm-mit/bioinspired-L-FLUX.1-dev
Text-to-Image
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149
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1
lamm-mit/SmolLM-Base-1.7B-CPT-SFT-DPO-09022024
Text Generation
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19
lamm-mit/LifeGPT
Updated
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8
lamm-mit/mistral-7B-v0.3-Base-CPT-SFT-DPO-09022024
Text Generation
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Updated
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12
lamm-mit/Llama3.1-8b-Instruct-CPT-SFT-DPO-09022024
Text Generation
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Updated
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17
lamm-mit/leaf-L-FLUX.1-dev
Text-to-Image
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Updated
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252
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lamm-mit/leaf-FLUX.1-dev
Text-to-Image
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Updated
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65
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lamm-mit/Bioinspired-SmolLM-1.7B-Instruct
Text Generation
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2.96k
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2
datasets
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lamm-mit/LifeGPT-broad-entropy
Viewer
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Updated
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10k
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74
lamm-mit/LifeGPT-high-entropy
Viewer
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10k
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20
lamm-mit/leaf-flux-images-and-captions
Viewer
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22
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2
lamm-mit/spider-silk-benchmark
Viewer
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159
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2
lamm-mit/bio-silk-mech-mix-q-a-35K-sft
Viewer
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73.3k
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2
lamm-mit/spider-silk-DPO
Viewer
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21.3k
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2
lamm-mit/bio-inspired-DPO
Viewer
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4.93k
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2
lamm-mit/bio-silk-mech-mix-q-a-35K
Viewer
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35.7k
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4
lamm-mit/bio-materials-text-60K
Viewer
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61.7k
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2
lamm-mit/bio-silk-mech-mix-80K
Viewer
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80.4k
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2