library_name: mlx
tags:
- mlx
- oq
- quantized
- mtp
Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-dequantized-oQ4e-mtp
This model was quantized using oQ (oMLX v0.7.3) mixed-precision quantization.
The effective average is 4.809 bits/weight for the complete checkpoint.
Quantization and Bit Distribution
| Storage format | Logical weights | Share of total | Tensor storage | Effective bits/weight |
|---|---|---|---|---|
| Affine 4-bit, group 64 | 33.571B | 93.378% | 17.587 GiB | 4.50 |
| Affine 5-bit, group 128 | 0.489B | 1.361% | 0.299 GiB | 5.25 |
| Affine 6-bit, group 64 | 0.184B | 0.510% | 0.139 GiB | 6.50 |
| Affine 8-bit, group 128 | 0.129B | 0.359% | 0.124 GiB | 8.25 |
| Affine 8-bit, group 64 | 1.101B | 3.063% | 1.090 GiB | 8.50 |
| BF16 | 0.478B | 1.329% | 0.890 GiB | 16.00 |
| Total | 35.952B | 100% | 20.128 GiB | 4.809 |
Storage Breakdown
| Component | Logical weights | Storage |
|---|---|---|
| Language model | 34.661B | 20.216 GB / 18.828 GiB |
| Vision | 0.447B | 0.893 GB / 0.832 GiB |
| MTP head | 0.845B | 0.503 GB / 0.468 GiB |
| Total | 35.952B | 21.612 GB / 20.128 GiB |