Daniel Korat's picture

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Daniel Korat

danielkorat

·

AI & ML interests

Inference acceleration, Low-resource NLP, Few-shot learning

Articles

Universal Assisted Generation: Faster Decoding with Any Assistant Model

Faster Assisted Generation with Dynamic Speculation

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

Accelerate StarCoder with 🤗 Optimum Intel on Xeon: Q8/Q4 and Speculative Decoding

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

SetFit: Efficient Few-Shot Learning Without Prompts

Organizations

Papers 8

arxiv:2405.14105

arxiv:2405.04304

arxiv:2210.10144

arxiv:2209.11055

models 1

danielkorat/bge-small-en-v1.5_setfit-sst2-english

Text Classification • Updated Feb 8 • 21

datasets 3

danielkorat/alpaca

Viewer • Updated Apr 8 • 52k • 37

danielkorat/ag_news

Viewer • Updated Nov 28, 2022 • 24k • 30

danielkorat/sst2

Viewer • Updated Nov 28, 2022 • 36k • 45