PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models
Paper • 2312.13964 • Published • 19
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LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 262 -
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation
Paper • 2312.12491 • Published • 75 -
LLaVA-φ: Efficient Multi-Modal Assistant with Small Language Model
Paper • 2401.02330 • Published • 18 -
TinyLlama: An Open-Source Small Language Model
Paper • 2401.02385 • Published • 95 -
Understanding LLMs: A Comprehensive Overview from Training to Inference
Paper • 2401.02038 • Published • 65 -
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper • 2401.15024 • Published • 73 -
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Paper • 2401.16658 • Published • 14 -
H2O-Danube-1.8B Technical Report
Paper • 2401.16818 • Published • 18 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 134 -
ChatMusician: Understanding and Generating Music Intrinsically with LLM
Paper • 2402.16153 • Published • 57 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 626 -
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Paper • 2402.17177 • Published • 87 -
BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences
Paper • 2403.09347 • Published • 22 -
Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs
Paper • 2403.20041 • Published • 34 -
TextCraftor: Your Text Encoder Can be Image Quality Controller
Paper • 2403.18978 • Published • 15 -
MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens
Paper • 2404.03413 • Published • 27 -
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
Paper • 2404.02258 • Published • 107 -
Long-context LLMs Struggle with Long In-context Learning
Paper • 2404.02060 • Published • 37 -
Social Skill Training with Large Language Models
Paper • 2404.04204 • Published • 15 -
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model
Paper • 2404.04167 • Published • 13 -
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
Paper • 2404.05674 • Published • 15 -
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
Paper • 2404.05726 • Published • 23 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 27 -
EdgeFusion: On-Device Text-to-Image Generation
Paper • 2404.11925 • Published • 23 -
How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study
Paper • 2404.14047 • Published • 45 -
FlashSpeech: Efficient Zero-Shot Speech Synthesis
Paper • 2404.14700 • Published • 32 -
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper • 2404.14219 • Published • 259 -
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper • 2404.14619 • Published • 126 -
Octopus v4: Graph of language models
Paper • 2404.19296 • Published • 118 -
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
Paper • 2406.01014 • Published • 33