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Alexey G

grib0ed0v

AI & ML interests

LLM / RLHF / AI4Everything.

Recent Activity

reacted to mlabonne's post with 🤗 about 21 hours ago

🆕 LLM Course 2025 edition! I updated the LLM Scientist roadmap and added a ton of new information and references. It covers training, datasets, evaluation, quantization, and new trends like test-time compute scaling. The LLM Course has been incredibly popular (41.3k stars!) and I've been touched to receive many, many messages about how it helped people in their careers. I know how difficult this stuff can be, so I'm super proud of the impact it had. I want to keep updating it in 2025, especially with the LLM Engineer roadmap. Thanks everyone, hope you'll enjoy it! 💻 LLM Course: https://huggingface.co/blog/mlabonne/llm-course

liked a model 9 days ago

stabilityai/stable-point-aware-3d

liked a model 24 days ago

answerdotai/ModernBERT-base

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Organizations

grib0ed0v's activity

upvoted a collection about 1 month ago

SigLIP

Collection

Contrastive (sigmoid) image-text models from https://arxiv.org/abs/2303.15343 • 10 items • Updated Dec 13, 2024 • 50

upvoted a collection about 2 months ago

Cultura-Ru-Edu

Collection

Our dataset for enhancing LLM training with educational content in the Russian language. • 2 items • Updated Nov 26, 2024 • 5

upvoted 2 papers about 2 months ago

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 16

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 50

upvoted an article about 2 months ago

Article

Let’s make a generation of amazing image generation models

•

Nov 26, 2024

• 34

upvoted a paper about 2 months ago

SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration

Paper • 2411.10958 • Published Nov 17, 2024 • 52

upvoted 2 papers 2 months ago

Large Language Models Can Self-Improve in Long-context Reasoning

Paper • 2411.08147 • Published Nov 12, 2024 • 63

RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning

Paper • 2410.02089 • Published Oct 2, 2024 • 12

upvoted 12 papers 3 months ago

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization

Paper • 2410.19609 • Published Oct 25, 2024 • 17

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Paper • 2410.19168 • Published Oct 24, 2024 • 19

LOGO -- Long cOntext aliGnment via efficient preference Optimization

Paper • 2410.18533 • Published Oct 24, 2024 • 42

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models

Paper • 2410.17637 • Published Oct 23, 2024 • 34

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1, 2024 • 145

GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Paper • 2410.05229 • Published Oct 7, 2024 • 22

Movie Gen: A Cast of Media Foundation Models

Paper • 2410.13720 • Published Oct 17, 2024 • 91

Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts

Paper • 2410.10626 • Published Oct 14, 2024 • 38

Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 87

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Paper • 2410.07985 • Published Oct 10, 2024 • 28

LiveXiv -- A Multi-Modal Live Benchmark Based on Arxiv Papers Content

Paper • 2410.10783 • Published Oct 14, 2024 • 26

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

Paper • 2410.10139 • Published Oct 14, 2024 • 51