Tom Aarsen's picture

Tom Aarsen

tomaarsen

·

https://linkedin.com/in/tomaarsen

tomaarsen

tomaarsen

AI & ML interests

NLP: text embeddings, named entity recognition, few-shot text classification

Articles

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

🪆 Introduction to Matryoshka Embedding Models

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

🕳️ Attention Sinks in LLMs for endless fluency

Organizations

tomaarsen's activity

upvoted an article 4 days ago

Article

StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation

6 days ago

• 58

upvoted an article 8 days ago

Article

🦙⚗️ Using Llama3 and distilabel to build fine-tuning datasets

By

•

8 days ago

• 47

upvoted a collection 10 days ago

Arctic

A collection of pre-trained dense-MoE Hybrid transformer models • 2 items • Updated 10 days ago • 17

upvoted a paper 11 days ago

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published 12 days ago • 226

upvoted a collection 11 days ago

Phi-3

Phi-3 family of models • 6 items • Updated 9 days ago • 178

upvoted a paper 11 days ago

LongEmbed: Extending Embedding Models for Long Context Retrieval

Paper • 2404.12096 • Published 16 days ago • 2

upvoted an article 16 days ago

Article

Welcome Llama 3 - Meta's new open LLM

17 days ago

• 229

upvoted a collection 17 days ago

Arctic-embed

A collection of text embedding models optimized for retrieval accuracy and efficiency • 5 items • Updated 17 days ago • 10

upvoted 2 articles 19 days ago

Article

Mergoo: Efficiently Build Your Own MoE LLM

By

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7 days ago

• 28

Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22

• 29

upvoted an article 23 days ago

Article

Hugging Face partners with Wiz Research to Improve AI Security

about 1 month ago

• 8

upvoted a collection 24 days ago

Vector-io compatible Datasets

These datasets can be loaded into your vector database with a single line bash command • 14 items • Updated Mar 29 • 2

upvoted a paper about 2 months ago

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 6

upvoted 3 papers 2 months ago

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 562

2D Matryoshka Sentence Embeddings

Paper • 2402.14776 • Published Feb 22 • 5

LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21 • 104

upvoted a paper 3 months ago

BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights

Paper • 2311.16075 • Published Nov 27, 2023 • 5

upvoted a collection 3 months ago

Canonical models

This collection lists all the historical (pre-"Hub") canonical model checkpoints, i.e. repos that were not under an org or user namespace • 68 items • Updated Feb 13 • 13

upvoted a paper 4 months ago

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 72

upvoted a collection 4 months ago

Zeroshot Classifiers

These are my current best zeroshot classifiers. Some of my older models are downloaded more often, but the models in this collection are newer/better. • 11 items • Updated Apr 3 • 75

upvoted 2 papers 5 months ago

Language Resources for Dutch Large Language Modelling

Paper • 2312.12852 • Published Dec 20, 2023 • 9

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Paper • 2310.14282 • Published Oct 22, 2023 • 5

upvoted 2 papers 6 months ago

Developing a Named Entity Recognition Dataset for Tagalog

Paper • 2311.07161 • Published Nov 13, 2023 • 1

GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets

Paper • 2311.09860 • Published Nov 16, 2023 • 5

upvoted a collection 6 months ago

State-of-the-Art NER models - General purpose

5 items • Updated Feb 27 • 3

upvoted a collection 7 months ago

NER in Spanish

Fine-tuned models to perform NER in Spanish using the framework SpanMarker and different encoders and datasets • 3 items • Updated 1 day ago • 4

upvoted 3 papers 7 months ago

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 37

Effective Long-Context Scaling of Foundation Models

Paper • 2309.16039 • Published Sep 27, 2023 • 28

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 30