Qwen3.6-35B-A3B-oQ6e-mtp

Updated 2026-10-25: Re-quantized with oMLX v0.7.3.dev2. Please re-download if you have an earlier copy.

This model was quantized using oQ (oMLX v0.7.3.dev2) mixed-precision quantization.

The effective average is 6.746 bits/weight for the complete checkpoint.

Quantization and Bit Distribution

Storage format Logical weights Share of total Tensor storage Effective bits/weight
Affine 6-bit, group 128 0.252B 0.700% 0.183 GiB 6.25
Affine 6-bit, group 64 33.018B 91.838% 24.984 GiB 6.50
Affine 8-bit, group 128 0.129B 0.359% 0.124 GiB 8.25
Affine 8-bit, group 64 2.076B 5.774% 2.054 GiB 8.50
BF16 0.478B 1.329% 0.890 GiB 16.00
Total 35.952B 100% 28.235 GiB 6.746

Storage Breakdown

Component Logical weights Storage
Language model 34.661B 28.720 GB / 26.747 GiB
Vision 0.447B 0.893 GB / 0.832 GiB
MTP head 0.845B 0.704 GB / 0.656 GiB
Total 35.952B 30.317 GB / 28.235 GiB
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