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Solomatin Roman

Samoed

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Recent Activity

updated a dataset about 5 hours ago

mteb/MindSmallReranking

published a dataset about 5 hours ago

mteb/MindSmallReranking

updated a dataset 1 day ago

mteb/LoTTE

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Organizations

Samoed's activity

upvoted a paper 10 days ago

The Differences Between Direct Alignment Algorithms are a Blur

Paper • 2502.01237 • Published 12 days ago • 112

upvoted a collection 11 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 15 days ago

Article

KV Caching Explained: Optimizing Transformer Inference Efficiency

•

16 days ago

• 27

upvoted 2 papers 17 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 25 days ago

Facilitating large language model Russian adaptation with Learned Embedding Propagation

Paper • 2412.21140 • Published Dec 30, 2024 • 16

upvoted a paper about 1 month ago

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Paper • 1908.10084 • Published Aug 27, 2019 • 5

upvoted a paper about 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 • 131

upvoted 2 collections 3 months ago

Hymba

Collection

A series of Hybrid Small Language Models. • 2 items • Updated 29 days ago • 27

Tulu 3 Models

Collection

All models released with Tulu 3 -- state of the art open post-training recipes. • 11 items • Updated 2 days ago • 90

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

• 219

upvoted 2 papers 5 months ago

PingPong: A Benchmark for Role-Playing Language Models with User Emulation and Multi-Model Evaluation

Paper • 2409.06820 • Published Sep 10, 2024 • 64

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 78

upvoted 3 papers 6 months ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 125

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58

To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 42