3 23 175

PeijieDong

pprp

https://pprp.github.io

AI & ML interests

Model Compression; Large Language Model;

Recent Activity

liked a dataset 2 days ago

nvidia/OpenMathReasoning

liked a dataset 2 days ago

nvidia/OpenCodeReasoning

upvoted a collection 2 days ago

🧠 Reasoning datasets

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Organizations

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pprp's activity

upvoted a collection 2 days ago

🧠 Reasoning datasets

Collection

Datasets with reasoning traces for math and code released by the community • 23 items • Updated 4 days ago • 137

upvoted a paper 27 days ago

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Paper • 2504.10479 • Published 27 days ago • 255

upvoted a paper 3 months ago

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10 • 61

upvoted an article 3 months ago

Article

Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel

May 2, 2022

• 4

upvoted a paper 3 months ago

Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing

Paper • 2502.04411 • Published Feb 6 • 4

upvoted 7 papers 7 months ago

Should We Really Edit Language Models? On the Evaluation of Edited Language Models

Paper • 2410.18785 • Published Oct 24, 2024 • 7

FlatQuant: Flatness Matters for LLM Quantization

Paper • 2410.09426 • Published Oct 12, 2024 • 15

DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Paper • 2410.10819 • Published Oct 14, 2024 • 7

LPZero: Language Model Zero-cost Proxy Search from Zero

Paper • 2410.04808 • Published Oct 7, 2024 • 2

Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 27

PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs

Paper • 2410.05265 • Published Oct 7, 2024 • 31

LongGenBench: Long-context Generation Benchmark

Paper • 2410.04199 • Published Oct 5, 2024 • 21

upvoted a collection 9 months ago

Google Gemma2

Collection

24 items • Updated Oct 22, 2024 • 15

upvoted an article 9 months ago

Article

Welcome Gemma 2 - Google's new open LLM

Jun 27, 2024

• 129

upvoted a collection 9 months ago

🪐 SmolLM

Collection

A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated 7 days ago • 224

upvoted a paper 9 months ago

Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models

Paper • 2406.02924 • Published Jun 5, 2024 • 2

upvoted an article 11 months ago

Article

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 144

upvoted a paper over 1 year ago

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5, 2024 • 17