Inference-Time Hyper-Scaling with KV Cache Compression
Paper • 2506.05345 • Published • 30
Edoardo Maria Ponti
ducdauge
AI & ML interests
Multilingual NLP
Organizations
authored 2
papers 11 months ago
authored a
paper 12 months ago
authored 17
papers about 1 year ago
Model Merging by Uncertainty-Based Gradient Matching
Paper • 2310.12808 • Published • 6
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
Paper • 2005.00333 • Published
Are Large Language Models Temporally Grounded?
Paper • 2311.08398 • Published • 1
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
Paper • 2306.01709 • Published • 1
Scaling Sparse Fine-Tuning to Large Language Models
Paper • 2401.16405 • Published
Composable Sparse Fine-Tuning for Cross-Lingual Transfer
Paper • 2110.07560 • Published • 2
Combining Modular Skills in Multitask Learning
Paper • 2202.13914 • Published • 4
Image Retrieval from Contextual Descriptions
Paper • 2203.15867 • Published • 1
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
Paper • 2204.10757 • Published • 2
UniMorph 4.0: Universal Morphology
Paper • 2205.03608 • Published
Fine-tuning Large Language Models with Sequential Instructions
Paper • 2403.07794 • Published
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference
Paper • 2403.09636 • Published • 3
Multi-Head Adapter Routing for Cross-Task Generalization
Paper • 2211.03831 • Published • 2
Efficient Transformers with Dynamic Token Pooling
Paper • 2211.09761 • Published
Zero-Shot Tokenizer Transfer
Paper • 2405.07883 • Published • 5
Mixtures of In-Context Learners
Paper • 2411.02830 • Published • 2
Modular Deep Learning
Paper • 2302.11529 • Published