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Solomatin Roman

Samoed

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Recent Activity

upvoted a paper 2 days ago

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

new activity 3 days ago

intfloat/mmE5-mllama-11b-instruct:Finalize Sentence Transformers integration

updated a dataset 3 days ago

mteb/BuiltBenchReranking

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Samoed's activity

upvoted a paper 2 days ago

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

Paper • 2502.15007 • Published 6 days ago • 139

upvoted 2 papers 4 days ago

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published 7 days ago • 77

MMTEB: Massive Multilingual Text Embedding Benchmark

Paper • 2502.13595 • Published 8 days ago • 31

upvoted a paper 5 days ago

Contextual Document Embeddings

Paper • 2410.02525 • Published Oct 3, 2024 • 20

upvoted an article 6 days ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 150

upvoted a paper 22 days ago

The Differences Between Direct Alignment Algorithms are a Blur

Paper • 2502.01237 • Published 24 days ago • 111

upvoted a collection 23 days ago

NanoBEIR 🍺

Collection

A collection of smaller versions of BEIR datasets with 50 queries and up to 10K documents each. • 13 items • Updated Sep 11, 2024 • 13

upvoted an article 27 days ago

Article

KV Caching Explained: Optimizing Transformer Inference Efficiency

•

28 days ago

• 32

upvoted 2 papers 29 days ago

Towards General Text Embeddings with Multi-stage Contrastive Learning

Paper • 2308.03281 • Published Aug 7, 2023 • 2

Jasper and Stella: distillation of SOTA embedding models

Paper • 2412.19048 • Published Dec 26, 2024 • 1

upvoted a paper about 1 month ago

Facilitating large language model Russian adaptation with Learned Embedding Propagation

Paper • 2412.21140 • Published Dec 30, 2024 • 17

upvoted a paper about 2 months ago

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Paper • 1908.10084 • Published Aug 27, 2019 • 5

upvoted a paper 2 months ago

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

Paper • 2412.13663 • Published Dec 18, 2024 • 134

upvoted 2 collections 3 months ago

Hymba

Collection

A series of Hybrid Small Language Models. • 2 items • Updated Jan 17 • 27

Tulu 3 Models

Collection

All models released with Tulu 3 -- state of the art open post-training recipes. • 11 items • Updated 14 days ago • 91

upvoted a paper 3 months ago

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published Nov 13, 2024 • 46

upvoted 2 papers 4 months ago

On the Power of Decision Trees in Auto-Regressive Language Modeling

Paper • 2409.19150 • Published Sep 27, 2024 • 4

AutoTrain: No-code training for state-of-the-art models

Paper • 2410.15735 • Published Oct 21, 2024 • 59

upvoted a paper 5 months ago

Instruction Following without Instruction Tuning

Paper • 2409.14254 • Published Sep 21, 2024 • 29

upvoted an article 5 months ago

Article

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Sep 18, 2024

• 223