Pavlo Molchanov's picture

Pavlo Molchanov PRO

pmolchanov

·

https://www.pmolchanov.com

AI & ML interests

Efficiency in Multi-Modal LLMs

Recent Activity

updated a model 1 day ago

nvidia/C-RADIOv2-g

updated a model 1 day ago

nvidia/C-RADIOv2-H

updated a model 1 day ago

nvidia/C-RADIOv2-B

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pmolchanov's activity

upvoted a paper 3 days ago

One-Minute Video Generation with Test-Time Training

Paper • 2504.05298 • Published 4 days ago • 90

upvoted a paper 17 days ago

Scaling Vision Pre-Training to 4K Resolution

Paper • 2503.19903 • Published 17 days ago • 39

upvoted 2 articles 2 months ago

Article

Bamba: Inference-Efficient Hybrid Mamba2 Model

Dec 18, 2024

• 51

Article

Finally, a Replacement for BERT: Introducing ModernBERT

Dec 19, 2024

• 603

upvoted a paper 2 months ago

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer

Paper • 2501.18427 • Published Jan 30 • 18

upvoted a collection 3 months ago

Cosmos

The collection of Cosmos models • 31 items • Updated 1 day ago • 280

upvoted 2 papers 4 months ago

NVILA: Efficient Frontier Visual Language Models

Paper • 2412.04468 • Published Dec 5, 2024 • 60

Cautious Optimizers: Improving Training with One Line of Code

Paper • 2411.16085 • Published Nov 25, 2024 • 21

upvoted a collection 5 months ago

Hymba

A series of Hybrid Small Language Models. • 2 items • Updated 1 day ago • 29

upvoted 4 papers 5 months ago

Star Attention: Efficient LLM Inference over Long Sequences

Paper • 2411.17116 • Published Nov 26, 2024 • 55

Hymba: A Hybrid-head Architecture for Small Language Models

Paper • 2411.13676 • Published Nov 20, 2024 • 45

ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference

Paper • 2410.21465 • Published Oct 28, 2024 • 11

COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training

Paper • 2410.19313 • Published Oct 25, 2024 • 19

upvoted a paper 6 months ago

PHI-S: Distribution Balancing for Label-Free Multi-Teacher Distillation

Paper • 2410.01680 • Published Oct 2, 2024 • 36

upvoted 3 papers 7 months ago

Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction

Paper • 2409.18124 • Published Sep 26, 2024 • 34

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Paper • 2409.17481 • Published Sep 26, 2024 • 48

Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction

Paper • 2409.17422 • Published Sep 25, 2024 • 26

upvoted 3 collections 7 months ago

Llama 3.2

This collection hosts the transformers and original repos of the Llama 3.2 and Llama Guard 3 • 15 items • Updated Dec 6, 2024 • 591

MagpieLM

Aligning LMs with Fully Open Recipe + Synthetic Data Generated from Open-Source LMs. • 9 items • Updated Jan 13 • 16

RADIO

A collection of Foundation Vision Models that combine multiple models (CLIP, DINOv2, SAM, etc.). • 10 items • Updated 1 day ago • 14