Oren Pereg

orenpereg

orenpereg

AI & ML interests

AI, NLP

Recent Activity

upvoted an article about 20 hours ago

From Zero to Reasoning Hero: How DeepSeek-R1 Leverages Reinforcement Learning to Master Complex Reasoning

upvoted an article 5 days ago

SetFit: Efficient Few-Shot Learning Without Prompts

upvoted an article 26 days ago

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

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orenpereg's activity

upvoted an article about 20 hours ago

Article

From Zero to Reasoning Hero: How DeepSeek-R1 Leverages Reinforcement Learning to Master Complex Reasoning

•

20 days ago

• 11

upvoted an article 5 days ago

Article

SetFit: Efficient Few-Shot Learning Without Prompts

Sep 26, 2022

• 23

upvoted an article 26 days ago

Article

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

27 days ago

• 771

liked a model 2 months ago

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

Updated Dec 16, 2024 • 110 • 4

upvoted a paper 3 months ago

FastDraft: How to Train Your Draft

Paper • 2411.11055 • Published Nov 17, 2024 • 10

authored 5 papers 3 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 4 months ago

Article

Universal Assisted Generation: Faster Decoding with Any Assistant Model

Oct 29, 2024

• 52

upvoted an article 4 months ago

Article

Understanding Mixtral-8x7b

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Jan 5, 2024

• 2

upvoted an article 5 months ago

Article

Faster Assisted Generation with Dynamic Speculation

Oct 8, 2024

• 45

published an article 5 months ago

Article

Faster Assisted Generation with Dynamic Speculation

Oct 8, 2024

• 45

authored a paper 9 months ago

Distributed Speculative Inference of Large Language Models

Paper • 2405.14105 • Published May 23, 2024 • 17

published an article 11 months ago

Article

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

Apr 3, 2024

• 11

published an article about 1 year ago

Article

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

Jan 30, 2024

• 9

published an article about 1 year ago

Article

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

Dec 6, 2023

• 6

updated a model over 1 year ago

orenpereg/my-awesome-setfit-model

Text Classification • Updated Jul 16, 2023 • 9

published an article over 2 years ago

Article

SetFit: Efficient Few-Shot Learning Without Prompts

Sep 26, 2022

• 23