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Derek Thomas

derek-thomas

https://datavistics.github.io

datavistics

AI & ML interests

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

Articles

Organizations

derek-thomas's activity

upvoted 3 papers 3 days ago

Challenges and Responses in the Practice of Large Language Models

Paper • 2408.09416 • Published Aug 18 • 1

Characterizing Prompt Compression Methods for Long Context Inference

Paper • 2407.08892 • Published Jul 11 • 9

GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering

Paper • 2409.06595 • Published 9 days ago • 37

upvoted 2 articles 3 days ago

Article

Introducing Community Tools

3 days ago

• 17

Article

Accelerate 1.0.0

6 days ago

• 30

upvoted a paper 3 days ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27 • 17

upvoted 2 papers 6 days ago

Efficient Detection of Toxic Prompts in Large Language Models

Paper • 2408.11727 • Published 28 days ago • 11

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Paper • 2407.12883 • Published Jul 16 • 8

upvoted 2 papers 7 days ago

Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published 23 days ago • 137

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Paper • 2406.18518 • Published Jun 26 • 23

upvoted a paper 8 days ago

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Paper • 2309.03883 • Published Sep 7, 2023 • 33

upvoted an article 8 days ago

Article

Tool Use, Unified

Aug 12

• 48

upvoted 3 articles 10 days ago

Article

Introducing TextImage Augmentation for Document Images

Aug 6

• 29

Article

Welcome FalconMamba: The first strong attention-free 7B model

Aug 12

• 96

Article

A failed experiment: Infini-Attention, and why we should keep trying?

Aug 14

• 40

upvoted an article 15 days ago

Article

How NuminaMath Won the 1st AIMO Progress Prize

Jul 11

• 91

upvoted 3 articles 24 days ago

Article

Data Is Better Together: A Look Back and Forward

Jun 20

• 17

Article

Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

Jun 24

• 164

Article

XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face

Jun 25

• 9

upvoted 3 articles 27 days ago

Article

Putting RL back in RLHF

Jun 12

• 58

Article

Introducing the Hugging Face Embedding Container for Amazon SageMaker

Jun 7

• 13

Article

Launching the Artificial Analysis Text to Image Leaderboard & Arena

Jun 6

• 8

upvoted an article 28 days ago

Article

The 5 Most Under-Rated Tools on Hugging Face

28 days ago

• 74

upvoted 4 papers about 1 month ago

Self-Taught Evaluators

Paper • 2408.02666 • Published Aug 5 • 22

CoverBench: A Challenging Benchmark for Complex Claim Verification

Paper • 2408.03325 • Published Aug 6 • 14

Achieving Human Level Competitive Robot Table Tennis

Paper • 2408.03906 • Published Aug 7 • 26

AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases

Paper • 2407.12784 • Published Jul 17 • 48

upvoted an article 2 months ago

Article

TGI Multi-LoRA: Deploy Once, Serve 30 Models

Jul 18

• 42

upvoted 6 papers 3 months ago

Towards Retrieval Augmented Generation over Large Video Libraries

Paper • 2406.14938 • Published Jun 21 • 19

CRAG -- Comprehensive RAG Benchmark

Paper • 2406.04744 • Published Jun 7 • 40

The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6 • 52

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Paper • 2406.10149 • Published Jun 14 • 48

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Paper • 2406.04271 • Published Jun 6 • 27

Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models

Paper • 2404.02823 • Published Apr 3 • 2

upvoted an article 4 months ago

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28

• 145

upvoted a collection 4 months ago

Lora Land - 27 High-Quality LoRA Adapters

Collection

27 Fine-tuned LoRA Adapters using Mistral-7B. Try them here: https://predibase.com/lora-land • 27 items • Updated Apr 26 • 3

upvoted a paper 4 months ago

INDUS: Effective and Efficient Language Models for Scientific Applications

Paper • 2405.10725 • Published May 17 • 32

upvoted a collection 4 months ago

Embedding Model Datasets

Collection

A curated subset of the datasets that work out of the box with Sentence Transformers: https://huggingface.co/datasets?other=sentence-transformers • 67 items • Updated Jul 3 • 61

upvoted 5 articles 4 months ago

Article

Benchmarking Text Generation Inference

May 29

• 26

Article

Unlocking Longer Generation with Key-Value Cache Quantization

May 16

• 28

Article

Hugging Face on AMD Instinct MI300 GPU

May 21

• 10

Article

Build AI on premise with Dell Enterprise Hub

May 21

• 17

Article

From cloud to developers: Hugging Face and Microsoft Deepen Collaboration

May 21

• 8

upvoted 3 papers 4 months ago

vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention

Paper • 2405.04437 • Published May 7 • 3

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2 • 114

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15 • 86

upvoted 14 articles 4 months ago

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 192

Article

Hugging Face x LangChain : A new partner package in LangChain

May 14

• 103

Article

License to Call: Introducing Transformers Agents 2.0

May 13

• 108

Article

Subscribe to Enterprise Hub with your AWS Account

May 9

• 6

Article

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

May 9

• 11

Article

Bringing the Artificial Analysis LLM Performance Leaderboard to Hugging Face

May 3

• 13

Article

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

May 1

• 60

Article

Improving Prompt Consistency with Structured Generations

Apr 30

• 52

Article

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

Apr 29

• 71

Article

The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

Apr 19

• 99

Article

Introducing the LiveCodeBench Leaderboard - Holistic and Contamination-Free Evaluation of Code LLMs

Apr 16

• 13

Article

Introducing the Open Arabic LLM Leaderboard

May 14

• 62

Article

Running Privacy-Preserving Inference on Hugging Face Endpoints

Apr 16

• 18

Article

Ryght’s Journey to Empower Healthcare and Life Sciences with Expert Support from Hugging Face

Apr 16

• 6

Derek Thomas

AI & ML interests

Articles

The 5 Most Under-Rated Tools on Hugging Face

TGI Multi-LoRA: Deploy Once, Serve 30 Models

Benchmarking Text Generation Inference

AI Watermarking 101: Tools and Techniques

Organizations

derek-thomas's activity

Introducing Community Tools

Accelerate 1.0.0

Tool Use, Unified

Introducing TextImage Augmentation for Document Images

Welcome FalconMamba: The first strong attention-free 7B model

A failed experiment: Infini-Attention, and why we should keep trying?

How NuminaMath Won the 1st AIMO Progress Prize

Data Is Better Together: A Look Back and Forward

Fine-tuning Florence-2 - Microsoft's Cutting-edge Vision Language Models

XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face

Putting RL back in RLHF

Introducing the Hugging Face Embedding Container for Amazon SageMaker

Launching the Artificial Analysis Text to Image Leaderboard & Arena

The 5 Most Under-Rated Tools on Hugging Face

TGI Multi-LoRA: Deploy Once, Serve 30 Models

Training and Finetuning Embedding Models with Sentence Transformers v3

Benchmarking Text Generation Inference

Unlocking Longer Generation with Key-Value Cache Quantization

Hugging Face on AMD Instinct MI300 GPU

Build AI on premise with Dell Enterprise Hub

From cloud to developers: Hugging Face and Microsoft Deepen Collaboration

PaliGemma – Google's Cutting-Edge Open Vision Language Model

Hugging Face x LangChain : A new partner package in LangChain

License to Call: Introducing Transformers Agents 2.0

Subscribe to Enterprise Hub with your AWS Account

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

Bringing the Artificial Analysis LLM Performance Leaderboard to Hugging Face

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

Improving Prompt Consistency with Structured Generations

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

The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

Introducing the LiveCodeBench Leaderboard - Holistic and Contamination-Free Evaluation of Code LLMs

Introducing the Open Arabic LLM Leaderboard

Running Privacy-Preserving Inference on Hugging Face Endpoints

Ryght’s Journey to Empower Healthcare and Life Sciences with Expert Support from Hugging Face