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biyuan 

authored 11 papers 5 months ago

FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU

Paper • 2303.06865 • Published Mar 13, 2023 • 1

Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning

Paper • 2306.00088 • Published May 31, 2023 • 1

Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022 • 1

Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads

Paper • 2410.01805 • Published Oct 2, 2024

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild

Paper • 2410.05357 • Published Oct 7, 2024

Zero-Indexing Internet Search Augmented Generation for Large Language Models

Paper • 2411.19478 • Published Nov 29, 2024

HEXGEN-TEXT2SQL: Optimizing LLM Inference Request Scheduling for Agentic Text-to-SQL Workflow

Paper • 2505.05286 • Published May 8, 2025 • 1

AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning

Paper • 2505.24298 • Published May 30, 2025 • 28

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning

Paper • 2506.07227 • Published Jun 8, 2025

Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification

Paper • 2506.07235 • Published Jun 8, 2025 • 3

Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny

Paper • 2507.16331 • Published Jul 22, 2025 • 20

JunxiongWang 

authored a paper 9 months ago

M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published Apr 14, 2025 • 15

mauriceweber 

authored a paper 12 months ago

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14, 2025 • 62

jason136 

authored a paper 12 months ago

METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring

Paper • 2501.02045 • Published Jan 3, 2025 • 22

mauriceweber 

authored a paper about 1 year ago

RedPajama: an Open Dataset for Training Large Language Models

Paper • 2411.12372 • Published Nov 19, 2024 • 56

pragaash 

authored 4 papers about 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

biyuan 

authored a paper about 1 year ago

Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining

Paper • 2410.08102 • Published Oct 10, 2024 • 21