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🔥 The era of ultra-efficient reasoning is here: our Nemotron-Cascade-2-30B-A3B currently trending at #1 on huggingface 🤗

🥇 Gold Medal-level performance on IMO 2025, IOI 2025, and ICPC World Finals 2025 -- all from a model with only 3B active parameters. 🤯

⚡ SOTA alignment and instruction following capabilties even compared with larger LLMs

The secret sauce? Cascade RL. 🧬

1️⃣ Cascade RL not only pushes the model limits on each domain, but also generates elite "teachers" for every expert domain. 
2️⃣ Multi-domain on-policy distillation uses expert teachers to keep the student model sharp, mitigating domain shifts and matching expert-level performance.

💻 Read the blog: 
📑 Check the paper: 
🤗 Get the weights: 

#AI #MachineLearning #NVIDIA #LLM

<p>🔥 The era of ultra-efficient reasoning is here: our Nemotron-Cascade-2-30B-A3B currently trending at #1 on huggingface 🤗

🥇 Gold Medal-level performance on IMO 2025, IOI 2025, and ICPC World Finals 2025 -- all from a model with only 3B active parameters. 🤯

⚡ SOTA alignment and instruction following capabilties even compared with larger LLMs

The secret sauce? Cascade RL. 🧬

1️⃣ Cascade RL not only pushes the model limits on each domain, but also generates elite &quot;teachers&quot; for every expert domain. 
2️⃣ Multi-domain on-policy distillation uses expert teachers to keep the student model sharp, mitigating domain shifts and matching expert-level performance.

💻 Read the blog: 
📑 Check the paper: 
🤗 Get the weights: 

#AI #MachineLearning #NVIDIA #LLM</p>

Nemotron-Cascade-2-30B-A3B, an ultra-efficient reasoning model, is trending at #1 on Hugging Face. The announcement highlights the model's efficiency and performance in the reasoning AI space.