Today we release ๐ป๐ต๐ผ๐ธ.๐ป-๐ธ๐บ๐ฑ-๐ฐ๐ธ๐ฑ, the largest ๐ป๐ต๐ผ๐ธ.๐ป family member. It is an efficient local model for laptops and PCs to work through multi-step tasks inside popular agent harnesses.
> 24B total parameters, 2B active per token
> Context expanded to 131K tokens
> A 128K-token vocabulary
> 33T pretraining tokens
> It is a reasoning model
> Very easy to fine-tune and customize
> Performs competitively with Qwen3.6-35B-A3B, a model with ~50% more total and active parameters, on agentic and tool-use tasks.
> Open base and post-trained weights on
@huggingface ๐ค
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