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Daniel Korat

danielkorat

https://www.linkedin.com/in/korat/

AI & ML interests

Efficient NLP, LLM optimization, Few-shot learning

Articles

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

Apr 3

• 8

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

Jan 30

• 4

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

Dec 6, 2023

• 5

SetFit: Efficient Few-Shot Learning Without Prompts

Sep 26, 2022

• 14

Organizations

danielkorat's activity

upvoted an article about 2 months ago

Article

SetFit: Efficient Few-Shot Learning Without Prompts

Sep 26, 2022

• 14

upvoted a paper 2 months ago

RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation

Paper • 2408.02545 • Published Aug 5 • 32

upvoted an article 3 months ago

Article

Our Transformers Code Agent beats the GAIA benchmark!

Jul 1

• 45

upvoted an article 4 months ago

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28

• 148

upvoted 2 papers 4 months ago

Accelerating Speculative Decoding using Dynamic Speculation Length

Paper • 2405.04304 • Published May 7 • 2

Distributed Speculative Inference of Large Language Models

Paper • 2405.14105 • Published May 23 • 16

upvoted 2 articles 5 months ago

Article

Building Cost-Efficient Enterprise RAG applications with Intel Gaudi 2 and Intel Xeon

May 9

• 11

Article

Introducing the Open Leaderboard for Hebrew LLMs!

May 5

• 32

upvoted a paper 8 months ago

Improving Classification Performance With Human Feedback: Label a few, we label the rest

Paper • 2401.09555 • Published Jan 17 • 6

upvoted a paper over 1 year ago

H_2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Paper • 2306.14048 • Published Jun 24, 2023 • 11