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togethercomputer

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Foundation Models, Decentralized Computing, Open Source AI.

Articles

Fine-tune Any LLM from the Hugging Face Hub with Together AI

biyuan

authored 11 papers 4 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 • 1

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

Paper • 2505.24298 • Published May 30 • 28

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

Paper • 2506.07227 • Published Jun 8

Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification

Paper • 2506.07235 • Published Jun 8 • 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 • 20

percyliang

authored a paper 7 months ago

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering

Paper • 2505.07782 • Published May 12 • 19

JunxiongWang

authored a paper 8 months ago

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

Paper • 2504.10449 • Published Apr 14 • 15

percyliang

authored 2 papers 10 months ago

Language Models Prefer What They Know: Relative Confidence Estimation via Confidence Preferences

Paper • 2502.01126 • Published Feb 3 • 4

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31 • 124

mauriceweber

authored a paper 11 months ago

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14 • 63

mryab

authored a paper 11 months ago

Towards Best Practices for Open Datasets for LLM Training

Paper • 2501.08365 • Published Jan 14 • 63

jason136

authored a paper 11 months ago

METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring

Paper • 2501.02045 • Published Jan 3 • 23

kezhentogether

authored a paper about 1 year ago

RedPajama: an Open Dataset for Training Large Language Models

Paper • 2411.12372 • Published Nov 19, 2024 • 56

benathi

authored a paper about 1 year ago

RedPajama: an Open Dataset for Training Large Language Models

Paper • 2411.12372 • Published Nov 19, 2024 • 56