README
AX-Qwen3-VL-30B-A3B-Instruct-MLX-AXQ-6bit
Development evidence AXQuant mixed-precision pack (not Tier-1 certified). No MTP claim.
| Field | Value |
|---|---|
| Source | Qwen/Qwen3-VL-30B-A3B-Instruct@9c4b90e1e4ba969fd3b5378b57d966d725f1b86c |
| Product class | 6bit |
| Measured total BPW | 6.000054 |
| Convert backend | MLX-VLM (affine RTN) |
| Primary runtime | AX Engine |
| Compatible runtime | MLX-VLM (vision / image-to-text) |
| Vision tower | Protected BF16 |
| MTP | Not present / not claimed |
| Evidence | Architecture-prior plan + convert + mlx-vlm image smoke |
Use with mlx-vlm
pip install -U mlx-vlm
python -m mlx_vlm.generate --model AutomatosX/AX-Qwen3-VL-30B-A3B-Instruct-MLX-AXQ-6bit \
--max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path.png>
Notes
- Converted with axquant on Apple Silicon.
- Sibling Thinking / other VL MoE sizes are not promoted by this pack.
- AX Engine is the declared primary product runtime; install and load via your AX Engine workflow when available.
Modalities (capability-gated)
Text checkpoint Tier 1 does not imply vision or audio quality. Vision present=true on a pack is not a quality pass.
| Modality | Claim | Supported | Reason |
|---|---|---|---|
| Vision | smoke-certified | true | vision runtime smoke passed on df-macstudio-m2 (mlx-vlm); quality suite not certified. Evidence: /Users/akiralam/code/axquant/docs/certifications/evidence/modality-recert-macstudio-m2/results/qwen3-vl-30b-axq6.json |
| Audio | not-applicable | false | audio not supported (no tower config and no sidecar weights) |
Contributors
AutomatosX
5 commits
Similar repos
README
AX-Qwen3-VL-30B-A3B-Instruct-MLX-AXQ-6bit
Development evidence AXQuant mixed-precision pack (not Tier-1 certified). No MTP claim.
| Field | Value |
|---|---|
| Source | Qwen/Qwen3-VL-30B-A3B-Instruct@9c4b90e1e4ba969fd3b5378b57d966d725f1b86c |
| Product class | 6bit |
| Measured total BPW | 6.000054 |
| Convert backend | MLX-VLM (affine RTN) |
| Primary runtime | AX Engine |
| Compatible runtime | MLX-VLM (vision / image-to-text) |
| Vision tower | Protected BF16 |
| MTP | Not present / not claimed |
| Evidence | Architecture-prior plan + convert + mlx-vlm image smoke |
Use with mlx-vlm
pip install -U mlx-vlm
python -m mlx_vlm.generate --model AutomatosX/AX-Qwen3-VL-30B-A3B-Instruct-MLX-AXQ-6bit \
--max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path.png>
Notes
- Converted with axquant on Apple Silicon.
- Sibling Thinking / other VL MoE sizes are not promoted by this pack.
- AX Engine is the declared primary product runtime; install and load via your AX Engine workflow when available.
Modalities (capability-gated)
Text checkpoint Tier 1 does not imply vision or audio quality. Vision present=true on a pack is not a quality pass.
| Modality | Claim | Supported | Reason |
|---|---|---|---|
| Vision | smoke-certified | true | vision runtime smoke passed on df-macstudio-m2 (mlx-vlm); quality suite not certified. Evidence: /Users/akiralam/code/axquant/docs/certifications/evidence/modality-recert-macstudio-m2/results/qwen3-vl-30b-axq6.json |
| Audio | not-applicable | false | audio not supported (no tower config and no sidecar weights) |
Similar repos
Linked in READMEs
Contributors
AutomatosX
5 commits