ResNet-50 โ€” BonfyreFPQ v12

Native .fpq v12 quantized weights for microsoft/resnet-50.

Model Info

Property Value
Architecture CNN (Image Classification)
Parameters 25M
Original Size 97 MB (safetensors)
FPQ v12 Size 24 MB
Compression 4.1ร—
Avg Cosine 0.999658
Worst Cosine 0.998306

Format

BonfyreFPQ v12 native format: rANS entropy-coded E8 lattice coordinates with 6-bit packed tiles and FP16 scales.

Decode to safetensors

bonfyre-fpqx decode resnet-50-v12-fpq.fpq output.safetensors

Source

Converted from microsoft/resnet-50 using BonfyreFPQ v12.

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