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A Comprehensive Benchmark for Code Information Retrieval.
A modular graph-based Retrieval-Augmented Generation (RAG) system
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems
Official implementation for the paper "LongEmbed: Extending Embedding Models for Long Context Retrieval"
[CVPR'2024 Highlight] Official PyTorch implementation of the paper "VTimeLLM: Empower LLM to Grasp Video Moments".
Provides a common interface to many IR ranking datasets.
Typo-Robust Sentence Representation Learning for Dense Retrieval
A Survey of Attributions for Large Language Models
WARC + AI - Experimental Retrieval Augmented Generation Pipeline for Web Archive Collections.
A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).
Official code for ICLR 2024 paper Do Generated Data Always Help Contrastive Learning?
YOLOv10: Real-Time End-to-End Object Detection
[arXiv'24] The official implementation code of LLM-ESR.
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
A list of awesome papers and resources of recommender system on large language model (LLM).
llama3 implementation one matrix multiplication at a time
A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated.
A local chatbot fine-tuned by bilibili user comments.
LLM as Interpreter for Natural Language Programming, Pseudo-code Programming and Flow Programming of AI Agents
MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension and question answering
Implementation of paper "Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval"