Shantanu Acharya

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upvoted 2 articles 3 days ago

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Article

Nemotron 3 Nano 4B: A Compact Hybrid Model for Efficient Local AI

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5 days ago

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51

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Article

Introducing SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding

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4 days ago

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36

authored 2 papers 3 months ago

NVIDIA Nemotron 3: Efficient and Open Intelligence

Paper • 2512.20856 • Published Dec 24, 2025 • 41

Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

Paper • 2512.20848 • Published Dec 23, 2025 • 41

upvoted a paper 3 months ago

NVIDIA Nemotron 3: Efficient and Open Intelligence

Paper • 2512.20856 • Published Dec 24, 2025 • 41

upvoted an article 9 months ago

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Article

SmolLM3: smol, multilingual, long-context reasoner

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Jul 8, 2025

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766

upvoted a paper 10 months ago

Thinkless: LLM Learns When to Think

Paper • 2505.13379 • Published May 19, 2025 • 50

authored a paper 11 months ago

SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling

Paper • 2504.08719 • Published Apr 11, 2025

authored a paper 12 months ago

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Paper • 2504.03624 • Published Apr 4, 2025 • 17

upvoted a paper 12 months ago

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Paper • 2504.03624 • Published Apr 4, 2025 • 17

authored a paper over 1 year ago

Star Attention: Efficient LLM Inference over Long Sequences

Paper • 2411.17116 • Published Nov 26, 2024 • 53

upvoted a paper over 1 year ago

Star Attention: Efficient LLM Inference over Long Sequences

Paper • 2411.17116 • Published Nov 26, 2024 • 53

commented a paper over 1 year ago

Star Attention: Efficient LLM Inference over Long Sequences

Paper • 2411.17116 • Published Nov 26, 2024 • 53 •

2

upvoted 2 papers over 1 year ago

nGPT: Normalized Transformer with Representation Learning on the Hypersphere

Paper • 2410.01131 • Published Oct 1, 2024 • 10

NVLM: Open Frontier-Class Multimodal LLMs

Paper • 2409.11402 • Published Sep 17, 2024 • 74

liked 3 models almost 2 years ago

nvidia/Nemotron-4-340B-Base

Updated Jun 28, 2024 • 887 • 147

nvidia/Nemotron-4-340B-Reward

Updated Jun 19, 2024 • 37 • 126

nvidia/Nemotron-4-340B-Instruct

Updated Jun 24, 2024 • 3.97k • 692

upvoted 2 papers almost 2 years ago

HelpSteer2: Open-source dataset for training top-performing reward models

Paper • 2406.08673 • Published Jun 12, 2024 • 19

NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment

Paper • 2405.01481 • Published May 2, 2024 • 30