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mryab 

submitted a paper to Daily Papers 2 months ago

Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

Paper • 2602.21196 • Published Feb 24 • 7

mryab 

authored a paper over 1 year ago

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14, 2025 • 62

benathi 

authored a paper over 1 year ago

RedPajama: an Open Dataset for Training Large Language Models

Paper • 2411.12372 • Published Nov 19, 2024 • 58

mryab 

authored a paper over 1 year ago

RedPajama: an Open Dataset for Training Large Language Models

Paper • 2411.12372 • Published Nov 19, 2024 • 58

pragaash 

authored 4 papers over 1 year ago

Feedback-Based Self-Learning in Large-Scale Conversational AI Agents

Paper • 1911.02557 • Published Nov 6, 2019

A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning

Paper • 2204.10815 • Published Apr 22, 2022

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI

Paper • 2205.00029 • Published Apr 29, 2022

Training-Free Activation Sparsity in Large Language Models

Paper • 2408.14690 • Published Aug 26, 2024

xiaoxiawu123 

authored a paper over 1 year ago

GRIN: GRadient-INformed MoE

Paper • 2409.12136 • Published Sep 18, 2024 • 16

mryab 

authored a paper almost 2 years ago

Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees

Paper • 2110.03313 • Published Oct 7, 2021 • 1

zhangce 

authored a paper almost 2 years ago

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7, 2024 • 59

mryab 

authored 6 papers about 2 years ago

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 37

RuCoLA: Russian Corpus of Linguistic Acceptability

Paper • 2210.12814 • Published Oct 23, 2022 • 1

Petals: Collaborative Inference and Fine-tuning of Large Models

Paper • 2209.01188 • Published Sep 2, 2022 • 1

Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding

Paper • 2402.12374 • Published Feb 19, 2024 • 4

The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models

Paper • 2404.05904 • Published Apr 8, 2024 • 9

Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements

Paper • 2401.06766 • Published Jan 12, 2024 • 2

artek0chumak 

authored a paper over 2 years ago

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Paper • 2312.08361 • Published Dec 13, 2023 • 27

mryab 

authored a paper over 2 years ago

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Paper • 2312.08361 • Published Dec 13, 2023 • 27

danfu09 

authored a paper over 2 years ago

FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

Paper • 2311.05908 • Published Nov 10, 2023 • 14