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Recipe:

  Main model:
  
    Routed Expert Projections - NVFP4 (calibrated, with input scales for A4)
    Attention Projections: BF16
    Shared Experts: BF16
  
  MTP:
    Routed Expert Projections - BF16
    Attention Projections: BF16
    Shared Experts: BF16

Should fit on 4x RTX 6000. See the slightly smaller -4p67 model for 2x RTX 6000.

KLD: ~0.04

Evals to follow.

Should be used with https://github.com/local-inference-lab/vllm/tree/dev/jovian-judgement

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Safetensors
Model size
169B params
Tensor type
F32
BF16
U8
F8_E4M3
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