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Jason Wolosonovich

wolosonovich

jmwoloso

AI & ML interests

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Recent Activity

updated a collection 4 days ago

Research

upvoted a paper 4 days ago

Personalized Graph-Based Retrieval for Large Language Models

upvoted a paper 21 days ago

Smaller Language Models Are Better Instruction Evolvers

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Organizations

wolosonovich's activity

upvoted a paper 4 days ago

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published 8 days ago • 24

upvoted a paper 21 days ago

Smaller Language Models Are Better Instruction Evolvers

Paper • 2412.11231 • Published 27 days ago • 27

upvoted a paper about 2 months ago

Star Attention: Efficient LLM Inference over Long Sequences

Paper • 2411.17116 • Published Nov 26, 2024 • 48

upvoted a paper 2 months ago

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

Paper • 2411.02959 • Published Nov 5, 2024 • 65

upvoted 3 papers 3 months ago

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

Paper • 2410.10814 • Published Oct 14, 2024 • 49

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

Paper • 2410.08815 • Published Oct 11, 2024 • 44

Large Language Models as Markov Chains

Paper • 2410.02724 • Published Oct 3, 2024 • 30

upvoted 2 papers 4 months ago

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

Paper • 2409.16040 • Published Sep 24, 2024 • 13

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 78

upvoted 2 articles 5 months ago

Article

dstack: Your LLM Launchpad - From Fine-Tuning to Serving, Simplified

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Aug 22, 2024

• 12

Article

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

Aug 12, 2024

• 108

upvoted 2 papers 5 months ago

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

Paper • 2408.03910 • Published Aug 7, 2024 • 16

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

Paper • 2408.00690 • Published Aug 1, 2024 • 24

upvoted an article 6 months ago

Article

Docmatix - a huge dataset for Document Visual Question Answering

Jul 18, 2024

• 72

upvoted a paper 6 months ago

E5-V: Universal Embeddings with Multimodal Large Language Models

Paper • 2407.12580 • Published Jul 17, 2024 • 39

upvoted an article 6 months ago

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16, 2024

• 298

upvoted 2 papers 6 months ago

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12, 2024 • 131

Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP

Paper • 2407.00402 • Published Jun 29, 2024 • 22

upvoted 2 papers 7 months ago

GEB-1.3B: Open Lightweight Large Language Model

Paper • 2406.09900 • Published Jun 14, 2024 • 21

Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published Jun 4, 2024 • 37