- Shenzhen, China
- https://lyu6poshao.github.io/
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Scikit-learn compatible library for molecular fingerprints
Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)
📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
A Unified Language Model to Integrate Biomedical Text with 2D and 3D Molecular Representations
Aligning protein generative models with experimental fitness
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Scientific Large Language Models: A Survey on Biological & Chemical Domains
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
中文nlp解决方案(大模型、数据、模型、训练、推理)
Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42256-023-00759-6)
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Codebase for Merging Language Models (ICML 2024)
A collection of awesome bio-foundation models, including protein, RNA, DNA, gene, single-cell, and so on.
[ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”
Repository for Text2Mol: Cross-Modal Molecular Retrieval with Natural Language Queries
Fréchet ChemNet Distance: A quality measure for generative models for molecules
😎 Awesome lists about all kinds of interesting topics
Associated Repository for "Translation between Molecules and Natural Language"
Code for papers Linear Algebra with Transformers (TMLR) and What is my Math Transformer Doing? (AI for Maths Workshop, Neurips 2022)
Implementation of Fragment-based Pretraining and Finetuning on Molecular Graphs (NeurIPS 2023)
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection