Instructions to use ixim/Image21-MLX-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use ixim/Image21-MLX-8bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download ixim/Image21-MLX-8bit --local-dir Image21-MLX-8bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download evaluation/offload-parity.json from ixim/Image21-MLX-8bit: direct link, hf CLI and curl.
- Browser
- Download file 1.34 kB
-
https://huggingface.co/ixim/Image21-MLX-8bit/resolve/main/evaluation/offload-parity.json
- Command line
-
hf download hf://ixim/Image21-MLX-8bit/evaluation/offload-parity.json
-
curl -L -o offload-parity.json https://huggingface.co/ixim/Image21-MLX-8bit/resolve/main/evaluation/offload-parity.json
1.34 kB
| { | |
| "passed": true, | |
| "size": 512, | |
| "steps": 2, | |
| "rows": [ | |
| { | |
| "case": "portrait", | |
| "identical_png": true, | |
| "resident_peak_gib": 23.64565789140761, | |
| "phased_peak_gib": 10.36156104132533, | |
| "precision": "8bit" | |
| }, | |
| { | |
| "case": "rgba", | |
| "identical_png": true, | |
| "resident_peak_gib": 23.64657341875136, | |
| "phased_peak_gib": 10.389103142544627, | |
| "precision": "8bit" | |
| }, | |
| { | |
| "case": "edit", | |
| "identical_png": true, | |
| "resident_peak_gib": 23.646100413054228, | |
| "phased_peak_gib": 11.152842032723129, | |
| "precision": "8bit" | |
| }, | |
| { | |
| "case": "portrait", | |
| "precision": "bf16", | |
| "identical_png": true, | |
| "resident_peak_gib": 35.80386101640761, | |
| "phased_peak_gib": 16.414859991520643 | |
| } | |
| ], | |
| "note": "PNG SHA256 identical in all four resident-versus-phase checks. Short smoke checks are not quality benchmarks.", | |
| "full_resolution_check": { | |
| "case": "portrait", | |
| "precision": "bf16", | |
| "size": 1024, | |
| "steps": 40, | |
| "identical_png": true, | |
| "png_sha256": "72493104ac6662f1de9e7857e8ec03f4f3971c31c4ea77207d33ae029a3a0c41", | |
| "resident_peak_gib": 45.77874500118196, | |
| "phased_peak_gib": 16.41486000828445, | |
| "note": "Resident timing excluded because it belonged to the earlier memory-pressure diagnostic." | |
| } | |
| } | |