HyperZip: Efficient Data Compression through Personalized Diffusion LLMs with Hypernetworks
cs.AI
Submitted: 2026-09-28
Updated: 2026-09-28
Terminology
Sources
- SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
- Confidence-Based Decoding is Provably Efficient for Diffusion Language Models
- Text-to-LoRA: Instant Transformer Adaption
- Doc-to-LoRA: Learning to Instantly Internalize Contexts
- Accelerating Large Language Model Decoding with Speculative Sampling
- DFlash: Block Diffusion for Flash Speculative Decoding
- From Bits to Rounds: Parallel Decoding with Exploration for Diffusion Language Models
- Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding
- Better & Faster Large Language Models via Multi-token Prediction
- LoRA: Low-Rank Adaptation of Large Language Models
- Speculative Decoding and Beyond: An In-Depth Survey of Techniques
- Multi-Token Prediction via Self-Distillation
- Diffusion Language Models Know the Answer Before Decoding
- EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
- Sequential Diffusion Language Models
- Large Language Diffusion Models
- Adapting Diffusion Language Models for Lossless Pixel-Level Image Transmission
- Fast-dLLM v2: Efficient Block-Diffusion LLM
- P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling
- Qwen2.5 Technical Report
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- Agents' Last Exam
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems