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RAG example using DSPy, Gradio, FastAPI

Biomedical Named Entity Recognition and Normalization of Diseases, Chemicals and Genenetic entity classes through the use of state-of-the-art models.

A dataset generator/graph modeling demo of Shareholding Breakthrough with Distributed open-source Graph Database: Nebula Graph. 图数据库应用示例、数据集、图建模：股权关系穿透

Code repository for "Prioritizing Repurposable Drugs for SARS-CoV-2 using Deep Learning and Population-based Validation"

Genomic language model predicts protein co-regulation and function

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of text-embedding models and frameworks.

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

PyTorch implementations of Generative Adversarial Networks.

Python toolkit for NCBI metadata (via eutils) and pubmed article text mining -- official primary repo.

Lexical Analyzer in Python

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

A guidance language for controlling large language models.

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)

Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

Tuning the Finetuning: An exploration of achieving success with QLoRA

A high-throughput and memory-efficient inference and serving engine for LLMs

Examples for using ONNX Runtime for machine learning inferencing.

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

This repository will show how Langchain🦜🔗 library can be used and integrated

This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs t…

Topic modeling for NYT articles.

A working example of RAG using LLama 2 70b and Llama Index

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your d…

Codebase and CLI for PLAPT: A state-of-the-art protein-ligand binding affinity model for drug discovery