Peter Szemraj PRO

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upvoted a collection about 11 hours 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 • 88

upvoted 4 papers 6 days ago

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 7 days ago • 45

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Paper • 2412.15204 • Published 6 days ago • 31

Qwen2.5 Technical Report

Paper • 2412.15115 • Published 6 days ago • 327

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 8 days ago • 103

upvoted a collection 6 days ago

ModernBERT

Collection

Bringing BERT into modernity via both architecture changes and scaling • 3 items • Updated 7 days ago • 93

upvoted 3 papers 7 days ago

Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published 13 days ago • 75

OmniPred: Language Models as Universal Regressors

Paper • 2402.14547 • Published Feb 22 • 12

From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

Paper • 2404.07544 • Published Apr 11 • 19

upvoted 5 papers 14 days ago

Open-Sora Plan: Open-Source Large Video Generation Model

Paper • 2412.00131 • Published 28 days ago • 32

Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability

Paper • 2411.19943 • Published 26 days ago • 55

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation

Paper • 2412.02592 • Published 23 days ago • 20

Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published 21 days ago • 43

Structured 3D Latents for Scalable and Versatile 3D Generation

Paper • 2412.01506 • Published 24 days ago • 46

upvoted 2 papers about 1 month ago

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices

Paper • 2411.10640 • Published Nov 16 • 44

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published Nov 13 • 43

upvoted 2 papers about 2 months ago

Personalization of Large Language Models: A Survey

Paper • 2411.00027 • Published Oct 29 • 31

BitNet a4.8: 4-bit Activations for 1-bit LLMs

Paper • 2411.04965 • Published Nov 7 • 63

upvoted a collection about 2 months ago

SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 15 items • Updated 3 days ago • 195

upvoted a paper about 2 months ago

Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction

Paper • 2410.21169 • Published Oct 28 • 30