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v0.13.0 — int8 quantized inference

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@cattolatte cattolatte released this 07 Jul 01:36
4e21e1e

zenith.quantize adds weight-only int8 quantization: QuantizedLinear + quantize_int8(model), ~4× smaller linear weights with greedy output unchanged on the 10.7M model. zenith generate --int8. Saves memory (no int8 matmul kernel, so not a CPU/MPS speedup) — honest scope.