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Jason Wolosonovich

wolosonovich

jmwoloso

AI & ML interests

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Recent Activity

updated a collection 3 days ago

Research

upvoted a paper 3 days ago

A Comprehensive Survey on Long Context Language Modeling

updated a collection about 2 months ago

Research

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Organizations

wolosonovich's activity

upvoted a paper 3 days ago

A Comprehensive Survey on Long Context Language Modeling

Paper • 2503.17407 • Published 9 days ago • 47

upvoted a paper about 2 months ago

Scaling Embedding Layers in Language Models

Paper • 2502.01637 • Published Feb 3 • 24

upvoted a paper 2 months ago

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published Jan 22 • 67

upvoted an article 2 months ago

Article

Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference

Jan 16

• 71

upvoted 2 papers 3 months ago

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published Jan 4 • 31

Smaller Language Models Are Better Instruction Evolvers

Paper • 2412.11231 • Published Dec 15, 2024 • 28

upvoted a paper 4 months ago

Star Attention: Efficient LLM Inference over Long Sequences

Paper • 2411.17116 • Published Nov 26, 2024 • 55

upvoted 3 papers 5 months ago

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems

Paper • 2411.02959 • Published Nov 5, 2024 • 70

Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

Paper • 2410.10814 • Published Oct 14, 2024 • 51

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 49

upvoted 2 papers 6 months ago

Large Language Models as Markov Chains

Paper • 2410.02724 • Published Oct 3, 2024 • 32

Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

Paper • 2409.16040 • Published Sep 24, 2024 • 14

upvoted a paper 7 months ago

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 79

upvoted an article 8 months ago

Article

Welcome FalconMamba: The first strong attention-free 7B model

Aug 12, 2024

• 110

upvoted 2 papers 8 months ago

CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases

Paper • 2408.03910 • Published Aug 7, 2024 • 18

Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning

Paper • 2408.00690 • Published Aug 1, 2024 • 25

upvoted an article 8 months ago

Article

Docmatix - a huge dataset for Document Visual Question Answering

Jul 18, 2024

• 72

upvoted a paper 8 months ago

E5-V: Universal Embeddings with Multimodal Large Language Models

Paper • 2407.12580 • Published Jul 17, 2024 • 40

upvoted an article 9 months ago

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16, 2024

• 346