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“quantization”
Papers, GitHub repos, and news related to this keyword, in one place.
Papers
12
All →
Semantic Scholar
Speech · Audio
355 citations
CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models
Semantic Scholar
NLP · LLMs
474 citations
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
Semantic Scholar
NLP · LLMs
345 citations
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
Semantic Scholar
ML Methods
290 citations
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
Semantic Scholar
Multimodal
2 citations
SpikeMLLM: Spike-based Multimodal Large Language Models via Modality-Specific Temporal Scales and Temporal Compression
arXiv
NLP · LLMs
0 citations
DepthWeave-KV: Token-Adaptive Cross-Layer Residual Factorization for Long-Context KV Cache Compression
arXiv
Generative Models
0 citations
OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers
arXiv
Multimodal
0 citations
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution
arXiv
Multimodal
0 citations
Unified Multimodal Autoregressive Modeling with Shared Context-Visual Tokenizer is Key to Unification
arXiv
ML Methods
0 citations
Next-Token Prediction Learns Generalisable Representations of Sleep Physiology
Semantic Scholar
NLP · LLMs
8 citations
Knowledge Distillation for Large Language Models
Semantic Scholar
ML Methods
5 citations
Deployment-Aware Compression of Large Language Models for Edge Intelligence: A System-Level Survey
News
1
All →
Hacker News
NLP · LLMs
▲ 4
LLM Quantization Project Part 1: What Even Is an LLM?