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Agens Volundr 32B Preview

Agens Volundr 32B Preview

Open 32B model: only 18 of its 72 layers keep a KV cache

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Agens Volundr is a dense 32B open-weights model for agents and long working sessions. Only 18 of its 72 layers keep a KV cache; the other 54 are linear attention with a fixed-size state, so long context stays affordable on hardware you own. Decode holds at 23.9 tok/s even at 128K context (BF16, two 48 GB GPUs, single user). 262K window, Apache-2.0, BF16 and INT4 (one 48 GB GPU). Runs on our open sglang build; GGUF planned.
Agens Volundr 32B Preview gallery image
Agens Volundr 32B Preview gallery image
Agens Volundr 32B Preview gallery image
Agens Volundr 32B Preview gallery image
Agens Volundr 32B Preview gallery image
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