Graph Native Flow Models (Edit Flows) Collection Graph-native flow models (instruct to fine-tuned reasoning models) • 4 items • Updated 1 day ago • 1
Selective Imperfection as a Generative Framework for Analysis, Creativity and Discovery Paper • 2601.00863 • Published 9 days ago • 1
NVIDIA Nemotron v3 Collection Open, Production-ready Enterprise Models • 6 items • Updated 8 days ago • 115
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Paper • 2412.13663 • Published Dec 18, 2024 • 158
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers Paper • 2501.02393 • Published Jan 4, 2025 • 7
Graph-Aware Isomorphic Attention in Transformers Collection We present an approach to modifying Transformer architectures by integrating graph-aware relational reasoning into the attention mechanism. • 4 items • Updated Jan 9, 2025 • 2
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry Paper • 2411.15221 • Published Nov 20, 2024 • 30
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking Paper • 2410.12375 • Published Oct 16, 2024 • 5
PRefLexOR Collection PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking • 8 items • Updated about 2 hours ago • 3
UQFF Collection UQFF models. Examples for each in the model card! • 37 items • Updated Aug 14, 2025 • 18
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design Paper • 2405.19076 • Published May 29, 2024 • 2
Leaf-inspired Image Generation Collection Collection of fine-tuned Stable Diffusion models (SD2.x, SD-XL, SD3) to incorporate biological design cues, here exemplified for leaf microstructures. • 6 items • Updated Oct 25, 2024 • 3
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning Paper • 2409.05556 • Published Sep 9, 2024 • 2
Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities Paper • 2409.03444 • Published Sep 5, 2024 • 1
Chameleon Collection Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR. • 2 items • Updated Jul 9, 2024 • 34
Cephalo Collection Cephalo is a series of multimodal vision large language models (V-LLMs) designed to integrate visual and linguistic reasoning in materials science. • 17 items • Updated Apr 16, 2025 • 5