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upvoted 5 collections 1 day ago

Nemotron Math & Reasoning

Collection

Datasets for building models that excel at math reasoning, proofs, and quantitative problem-solving. Covers SFT, RL, and pretraining data. • 23 items • Updated Aug 11 • 16

Nemotron Chat & Instruction Following

Collection

Datasets for building helpful, multi-turn, instruction-following conversational models across single and multi-turn settings. • 19 items • Updated Aug 11 • 10

Open-SWE-Traces

Collection

Open-SWE-Traces: Advancing Dual-Mode Multilingual Distillation for Software Engineering Agents • 3 items • Updated Aug 11 • 5

Nemotron Supervised Fine-Tuning

Collection

SFT datasets covering math, code, chat, safety, agentic, VLM, multilingual, and specialized domains. • 44 items • Updated Aug 11 • 21

Nemotron Code & SWE

Collection

Datasets for building models that write, debug, and reason about code. Covers competitive programming, software engineering, and code pretraining. • 14 items • Updated Aug 11 • 9

upvoted a paper 3 days ago

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Paper • 2507.10524 • Published Jul 14, 2025 • 76

upvoted a collection 4 days ago

MiniCPM5

Collection

SOTA on-device LLMs, small yet powerful. • 24 items • Updated 2 days ago • 55

upvoted a paper 5 days ago

VL-JEPA: Joint Embedding Predictive Architecture for Vision-language

Paper • 2512.10942 • Published Dec 11, 2025 • 64

upvoted a paper 8 days ago

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published 11 days ago • 100

upvoted a paper 18 days ago

EchoWM: Open and Enterable Omnimodal World Models

Paper • 2608.23189 • Published 19 days ago • 79

upvoted a collection about 2 months ago

OpenThinker-Agent2

Collection

OpenThinker-Agent2: agentic SFT/RL datasets and 8B/32B models (cold-start SFT, RL, and the OpenThinkerAgent-32B release). • 11 items • Updated Jun 11 • 11

upvoted 2 papers 3 months ago

VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models

Paper • 2606.16140 • Published Jun 15 • 128

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Paper • 2606.18023 • Published Jun 16 • 211

upvoted 2 articles 3 months ago

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Article

Profiling in PyTorch (Part 2): From nn.Linear to a Fused MLP

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ariG23498, ror, sergiopaniego, pcuenq, sayakpaul

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Jun 11

• 62

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Article

Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler

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ariG23498, sayakpaul, sergiopaniego, ror, pcuenq

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May 29

• 167

upvoted a paper 3 months ago

MiniMax Sparse Attention

Paper • 2606.13392 • Published Jun 11 • 166

upvoted a collection 3 months ago

Nemotron-Post-Training-v3

Collection

Collection of datasets used in the post-training phase of Nemotron Nano, Super, and Ultra v3. • 50 items • Updated Aug 11 • 200

upvoted an article 3 months ago

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Article

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

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aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, nouamanetazi, lvwerra, sergiopaniego

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Mar 10

• 189

upvoted a collection 5 months ago

Qwen3.6

Collection

4 items • Updated Apr 22 • 496

upvoted a paper 5 months ago

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 116