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ChunTe Lee

Chunte

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Recent Activity

upvoted an article about 1 hour ago

KV Caching Explained: Optimizing Transformer Inference Efficiency

reacted to singhsidhukuldeep's post with ➕ 2 days ago

Exciting breakthrough in Retrieval-Augmented Generation (RAG): Introducing MiniRAG - a revolutionary approach that makes RAG systems accessible for edge devices and resource-constrained environments. Key innovations that set MiniRAG apart: Semantic-aware Heterogeneous Graph Indexing - Combines text chunks and named entities in a unified structure - Reduces reliance on complex semantic understanding - Creates rich semantic networks for precise information retrieval Lightweight Topology-Enhanced Retrieval - Leverages graph structures for efficient knowledge discovery - Uses pattern matching and localized text processing - Implements query-guided reasoning path discovery Impressive Performance Metrics - Achieves comparable results to LLM-based methods while using Small Language Models (SLMs) - Requires only 25% of storage space compared to existing solutions - Maintains robust performance with accuracy reduction ranging from just 0.8% to 20% The researchers from Hong Kong University have also contributed a comprehensive benchmark dataset specifically designed for evaluating lightweight RAG systems under realistic on-device scenarios. This breakthrough opens new possibilities for: - Edge device AI applications - Privacy-sensitive implementations - Real-time processing systems - Resource-constrained environments The full implementation and datasets are available on GitHub: HKUDS/MiniRAG

reacted to sayakpaul's post with 🚀 2 days ago

We have authored a post to go over the state of video generation in the Diffusers ecosystem 🧨 We cover the models supported, the knobs of optims our users can fire, fine-tuning, and more 🔥 5-6GBs for HunyuanVideo, sky is the limit 🌌 🤗 https://huggingface.co/blog/video_gen

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Chunte's activity

upvoted an article about 1 hour ago

Article

KV Caching Explained: Optimizing Transformer Inference Efficiency

•

1 day ago

• 19

upvoted 5 articles 2 days ago

Article

Run ComfyUI workflows for free on Spaces

Jan 14, 2024

• 47

Article

Open-R1: a fully open reproduction of DeepSeek-R1

3 days ago

• 460

Article

SmolVLM Grows Smaller – Introducing the 250M & 500M Models!

8 days ago

• 95

Article

State of open video generation models in Diffusers

4 days ago

• 23

Article

Welcome to Inference Providers on the Hub 🔥

3 days ago

• 171

upvoted a paper 2 months ago

FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations

Paper • 2411.10818 • Published Nov 16, 2024 • 24

upvoted a paper 4 months ago

MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

Paper • 2410.11779 • Published Oct 15, 2024 • 25

upvoted 2 papers 8 months ago

MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Paper • 2403.02884 • Published Mar 5, 2024 • 17

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Paper • 2403.03206 • Published Mar 5, 2024 • 61

upvoted a collection about 1 year ago

— UI is a good thing 💅 —

Collection

cool spaces with a cool UI, what could be better? • 5 items • Updated Jun 18, 2024 • 13

upvoted a paper about 1 year ago

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 189

upvoted a collection about 1 year ago

Latent Consistency Models LoRAs

Collection

Latent Consistency Models for Stable Diffusion - LoRAs and full fine-tuned weights • 4 items • Updated Nov 10, 2023 • 102

upvoted 2 papers about 1 year ago

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

Paper • 2211.05100 • Published Nov 9, 2022 • 28

GLaMM: Pixel Grounding Large Multimodal Model

Paper • 2311.03356 • Published Nov 6, 2023 • 34

upvoted 5 papers over 1 year ago

4K4D: Real-Time 4D View Synthesis at 4K Resolution

Paper • 2310.11448 • Published Oct 17, 2023 • 36

Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 87

ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation

Paper • 2308.00906 • Published Aug 2, 2023 • 13

Revisiting DETR Pre-training for Object Detection

Paper • 2308.01300 • Published Aug 2, 2023 • 9

Three Bricks to Consolidate Watermarks for Large Language Models

Paper • 2308.00113 • Published Jul 26, 2023 • 14