Daniel Korat's picture

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Daniel Korat

danielkorat

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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

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

danielkorat's activity

upvoted an article 11 days ago

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28

• 107

upvoted 2 papers about 1 month 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 • 15

upvoted 2 articles about 2 months ago

Article

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

May 9

• 8

Article

Introducing the Open Leaderboard for Hebrew LLMs!

May 5

• 23

upvoted a paper 4 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 about 1 year ago

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

Paper • 2306.14048 • Published Jun 24, 2023 • 10