Aleksei Dorkin's picture

Aleksei Dorkin PRO

adorkin

·

slowwavesleep

AI & ML interests

Computational Linguistics

Organizations

adorkin's activity

upvoted an article 7 days ago

Article

Decoding Strategies in Large Language Models

By

•

8 days ago

• 33

upvoted a collection 12 days ago

October 25 Releases

19 items • Updated 12 days ago • 7

upvoted 5 collections about 1 month ago

GLiClass

Generalist and Light-weighted Models for Zero-shot Text Classification • 13 items • Updated Sep 17 • 10

Salamandra 🦎

13 items • Updated 6 days ago • 35

Molmo

Artifacts for open multimodal language models. • 5 items • Updated Sep 26 • 268

EuroLLM

2 items • Updated Aug 7 • 15

Llama 3.2

This collection hosts the transformers and original repos of the Llama 3.2 and Llama Guard 3 • 15 items • Updated 13 days ago • 441

upvoted a collection about 2 months ago

Aya Datasets

The Aya Collection is a massive multilingual collection for over 100 languages consisting of 513 million instances of prompts and completions. • 5 items • Updated Jun 28 • 14

upvoted 2 papers about 2 months ago

The first neural machine translation system for the Erzya language

Paper • 2209.09368 • Published Sep 19, 2022 • 1

Seamless: Multilingual Expressive and Streaming Speech Translation

Paper • 2312.05187 • Published Dec 8, 2023 • 13

upvoted 2 collections about 2 months ago

WebInstruct 🌐 Embeddings 🧱 Models

A collection of SoTA embeddings model fine-tuned on WebInstruct dataset to learn to pair instructions with its responses • 3 items • Updated Sep 4 • 11

Zero-shot Segmentation

6 items • Updated Sep 9 • 3

upvoted a paper 2 months ago

Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer

Paper • 2404.04042 • Published Apr 5 • 1

upvoted 2 papers 3 months ago

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16 • 97

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Paper • 2406.08464 • Published Jun 12 • 65

upvoted a collection 3 months ago

SAM2

All the models and demos for SAM2 • 8 items • Updated Aug 2 • 12

upvoted a paper 3 months ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20 • 85

upvoted a collection 4 months ago

GoLLIE

We present GoLLIE, a Large Language Model trained to follow annotation guidelines that outperforms previous approaches on zero-shot IE. • 4 items • Updated Mar 11 • 18

upvoted a paper 4 months ago

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Paper • 2311.08526 • Published Nov 14, 2023 • 9

upvoted a collection 4 months ago

DCLM

DCLM Models + Datasets • 6 items • Updated Oct 4 • 24