👋 Open to Work

Sumit Bandyopadhyaya

Sumit306

·

AI & ML interests

None yet

Organizations

None yet

upvoted 20 collections 7 months ago

Llama Nemotron Feedback-Edit Inference-Time Scaling

Novel ITS approach for open-ended tasks - No. 1 on Arena Hard on 18 Mar 2025 • 5 items • Updated 24 days ago • 9

OpenCodeReasoning-II

Reasoning data for supervised finetuning of LLMs to advance code generation and critique • 5 items • Updated 24 days ago • 14

OpenCodeReasoning

Reasoning data for supervised finetuning of LLMs to advance data distillation for competitive coding • 9 items • Updated 24 days ago • 22

Describe Anything

Multimodal Large Language Models for Detailed Localized Image and Video Captioning • 7 items • Updated 24 days ago • 63

Cosmos-Embed1

Joint video-text embedding for physical AI • 5 items • Updated 24 days ago • 7

AceReason

Math and Code reasoning model trained through reinforcement learning (RL) • 7 items • Updated 24 days ago • 21

Cosmos-Transfer2.5

⚠️ This collection is archived. 👉 https://huggingface.co/collections/nvidia/cosmos3 • 2 items • Updated 7 days ago • 6

Reward Models 06-2025

Nemotron reward models. For use in RLHF pipelines and LLM-as-a-Judge • 8 items • Updated 24 days ago • 24

Audio2Face-3D

Open-weight Audio2Face-3D and Audio2Emotion networks and a sample dataset for training and evaluation • 7 items • Updated 24 days ago • 19

Cosmos-Predict2

⚠️ This collection is archived. 👉 https://huggingface.co/collections/nvidia/cosmos-predict25 • 10 items • Updated 24 days ago • 37

OpenReasoning-Nemotron

Collection of models for OpenReasoning-Nemotron which are trained on 5M reasoning traces for Math, Code and Science. • 6 items • Updated 24 days ago • 47

BioNeMo

Accelerated models for digital biology by the NVIDIA BioNeMo team. https://www.nvidia.com/en-us/clara/biopharma/ • 13 items • Updated 24 days ago • 13

Reasoning Efficiency Research

Ultra-efficient reasoning model! SOTA Accuracy / CoT Length trade-offs • 3 items • Updated 24 days ago • 14

GEN3C

3D-Informed World-Consistent Video Generation with Precise Camera Control • 3 items • Updated 24 days ago • 9

Cosmos-Reason2

⚠️ This collection is archived. 👉 https://huggingface.co/collections/nvidia/cosmos3 • 8 items • Updated 24 days ago • 26

Cosmos-Predict2.5

⚠️ This collection is archived. 👉 https://huggingface.co/collections/nvidia/cosmos3 • 2 items • Updated 24 days ago • 24

BioNeMo - Optimize

NVIDIA BioNeMo Models for Optimization • 5 items • Updated 13 days ago • 9

BioNeMo - Understand

NVIDIA BioNeMo Models for Understanding Biology • 10 items • Updated 24 days ago • 8

Nemotron RAG

Set of tools to build retrieval-augmented generation (RAG) systems, improve search and ranking accuracy, and extract structured data from complex docs • 11 items • Updated 24 days ago • 93

Lyra

Project Lyra: Open Generative 3D World Models • 6 items • Updated 24 days ago • 12