MiniMax-H3 x Z-Image Hybrid
A custom hybrid version of MiniMax-H3 combining the FL2VA and
REF2VA branches of the model.
The model uses different branches for different transformer blocks:
1B00-B24 -> FL2VA
2B25-B49 -> REF2VA
3B50+ -> FL2VA
This hybrid layout was constructed at the raw safetensor payload level.
No tensor conversion was performed when constructing the BF16 hybrid.
Files
BF16
minimax_h3_hybrid_fl2va_ref2va_zs05_b25-49_bf16.safetensors
Approximately 37.46 GiB.
This is the full-precision BF16 hybrid model.
The B25-B49 tensors were copied byte-for-byte from the REF2VA ZS05 BF16
model, while the remaining tensors come from the FL2VA ZS05 BF16 model.
INT8
The repository also contains an INT8 version of the same hybrid model.
The INT8 model follows the same conceptual hybrid layout:
1B00-B24 -> FL2VA
2B25-B49 -> REF2VA
3B50+ -> FL2VA
Verification
The BF16 hybrid was verified at tensor level.
Results:
1Tensor count : 532
2Expected source matches : 532/532
3Payload failures : 0
4Wrong-source tensors : 0
5
6B00-B24 : FL2VA
7B25-B49 : REF2VA
8B50+ : FL2VA
9
10Tensor set : PASS
11dtype : PASS
12shape : PASS
13payload sizes : PASS
14Payload hashes : PASS
All B25-B49 payloads were verified to be byte-exact copies from the
REF2VA source.
No tensor conversion was performed during hybrid construction.
Why this hybrid exists
The purpose of this model is to experiment with a mixed FL2VA/REF2VA
architecture where only the middle transformer blocks use REF2VA.
The selected layout is:
1FL2VA
2 |
3 +-- B00-B24
4 |
5REF2VA
6 |
7 +-- B25-B49
8 |
9FL2VA
10 |
11 +-- B50+
This allows the model to be tested as a single hybrid model without
requiring separate model files for the two branches.
Related model
For the original/native Z-Image implementation and the REF2VA BF16
model, see:
Please refer to the original repository for the native model structure,
configuration and usage information.
GGUF
A GGUF conversion of the BF16 hybrid is provided separately:
The GGUF version is intended for use with GGUF-compatible ComfyUI
workflows and loaders.
Disclaimer
This is an experimental custom hybrid model.
It is not an official MiniMax release.
The hybrid block selection was created for experimentation and testing.