Oren Pereg

orenpereg

orenpereg

AI & ML interests

AI, NLP

Recent Activity

published an article 5 days ago

Speeding Up LLM Decoding with Advanced Universal Assisted Generation Techniques

upvoted an article 9 days ago

Speeding Up LLM Decoding with Advanced Universal Assisted Generation Techniques

upvoted an article about 1 month ago

SetFit: Efficient Few-Shot Learning Without Prompts

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orenpereg's activity

published an article 5 days ago

Article

Speeding Up LLM Decoding with Advanced Universal Assisted Generation Techniques

and 8 others •

5 days ago

• 15

upvoted an article 9 days ago

Article

Speeding Up LLM Decoding with Advanced Universal Assisted Generation Techniques

and 8 others •

5 days ago

• 15

upvoted an article about 1 month ago

Article

SetFit: Efficient Few-Shot Learning Without Prompts

Sep 26, 2022

• 25

upvoted an article about 2 months ago

Article

Open-R1: a fully open reproduction of DeepSeek-R1

Jan 28

• 827

liked a model 3 months ago

OpenVINO/Phi-3-mini-FastDraft-50M-int8-ov

Updated Dec 16, 2024 • 177 • 4

upvoted a paper 4 months ago

FastDraft: How to Train Your Draft

Paper • 2411.11055 • Published Nov 17, 2024 • 10

authored 5 papers 4 months ago

Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow

Paper • 1807.10104 • Published Jul 26, 2018 • 1

ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System

Paper • 1909.05608 • Published Sep 12, 2019

Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs

Paper • 2210.10144 • Published Oct 18, 2022

Efficient Few-Shot Learning Without Prompts

Paper • 2209.11055 • Published Sep 22, 2022 • 3

Accelerating Speculative Decoding using Dynamic Speculation Length

Paper • 2405.04304 • Published May 7, 2024 • 2

published an article 5 months ago

Article

Universal Assisted Generation: Faster Decoding with Any Assistant Model

and 7 others •

Oct 29, 2024

• 54

upvoted an article 6 months ago

Article

Faster Assisted Generation with Dynamic Speculation

and 6 others •

Oct 8, 2024

• 46

published an article 6 months ago

Article

Faster Assisted Generation with Dynamic Speculation

and 6 others •

Oct 8, 2024

• 46

authored a paper 10 months ago

Distributed Speculative Inference of Large Language Models

Paper • 2405.14105 • Published May 23, 2024 • 18

published an article 12 months ago

Article

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

and 5 others •

Apr 3, 2024

• 11

published an article about 1 year ago

Article

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

and 10 others •

Jan 30, 2024

• 9

published an article over 1 year ago

Article

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

and 5 others •

Dec 6, 2023

• 8