Ornith-1.5-35B-A3B oQe MTP
Collection
8 items • Updated • 2
Ornith-1.5-35B-A3B-oQ6e-fp16-mtp
Updated 2026-11-11: Re-quantized with oMLX v0.7.4.dev1. Please re-download if you have an earlier copy.
This model was quantized using oQ (oMLX v0.7.4.dev1) mixed-precision quantization.
The effective average is 6.961 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 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 | 2.328B | 6.474% | 2.303 GiB | 8.50 |
| FP16 | 0.031B | 0.086% | 0.058 GiB | 16.00 |
| FP32 | 0.447B | 1.242% | 1.664 GiB | 32.00 |
| Total | 35.952B | 100% | 29.133 GiB | 6.961 |
Storage Breakdown
| Component | Logical weights | Storage |
|---|---|---|
| Language model | 34.661B | 28.791 GB / 26.813 GiB |
| Vision | 0.447B | 1.786 GB / 1.664 GiB |
| MTP head | 0.845B | 0.704 GB / 0.656 GiB |
| Total | 35.952B | 31.281 GB / 29.133 GiB |
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Model size
36B params
Tensor type
U32
·
F16 ·
F32 ·
Hardware compatibility
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6-bit
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Base model
ornith-ai/Ornith-1.5-35B-A3B