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UC Berkeley
- Berkeley, CA
- https://dong-zhen.com
Stars
An open-source research system for autonomous investigation, recursive self-improvement, and human–AI collaboration. Run experiments, refine methods through evidence and feedback, and turn traceabl…
An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers
[Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
A benchmark evaluates LLMs' performance in automating drawing revision tasks.
[ICLR 2026] K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge
Nexusflow function call, tool use, and agent benchmarks.
Deep Quantized Recommendation Model (DQRM) is a recommendation framework that is small, powerful in inference, and efficient to train
[ICLR 2025] Official Implementation of Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
The implementation of "An item is Worth a Prompt: Versatile Image Editing with Disentangled Control"
LoRA-Mix enables creative character generation by seamlessly blending features from two LoRA models into a single Stable Diffusion output, offering endless possibilities for unique designs.
Accepted as [NeurIPS 2024] Spotlight Presentation Paper
Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline model in a user-friendly interface.
[IJCAI 2024] Official implementation of the paper "Integrating View Conditions for Image Synthesis"
A curated list of recent diffusion models for video generation, editing, and various other applications.
Codes for ID-Specific Video Customized Diffusion
PB-LLM: Partially Binarized Large Language Models
NexusRaven-13B, a new SOTA Open-Source LLM for function calling. This repo contains everything for reproducing our evaluation on NexusRaven-13B and baselines.
ICCV 2023-2025 Papers: Discover cutting-edge research from ICCV 2023-25, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included.…
An Open-source Toolkit for LLM Development
[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
Official GitHub repository for the Text-Guided Video Editing (TGVE) competition of LOVEU Workshop @ CVPR'23.
[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.
Latex code for making neural networks diagrams
List of papers related to neural network quantization in recent AI conferences and journals.
This is the official implmentation of Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data (IJCAI 2022 Long Oral)