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/system-context.json from ixim/Image21-MLX-8bit: direct link, hf CLI and curl.
- Browser
- Download file 1.19 kB
-
https://huggingface.co/ixim/Image21-MLX-8bit/resolve/main/evaluation/system-context.json
- Command line
-
hf download hf://ixim/Image21-MLX-8bit/evaluation/system-context.json
-
curl -L -o system-context.json https://huggingface.co/ixim/Image21-MLX-8bit/resolve/main/evaluation/system-context.json
1.19 kB
| { | |
| "power": "AC", | |
| "low_power_mode": false, | |
| "thermal_warning_reported": false, | |
| "other_model_service": "llama-server present, observed 0.1% CPU, approximately 15.6 GiB physical footprint", | |
| "caveat": "Desktop-session benchmark; other applications remain open. Not an isolated laboratory run.", | |
| "idle_sleep": "Temporarily inhibited for benchmark process only", | |
| "phase_offload": true, | |
| "swap_before_formal_run_gib": 19.60015869140625, | |
| "swap_note": "Swap allocated during earlier resident diagnostics; per-image swap deltas are recorded separately.", | |
| "other_model_services": "Other pre-existing Python and llama-server services left running; earlier physical footprints approximately 25.5 and 15.6 GiB.", | |
| "mid_run_observation": "At approximately 23:35 PDT both pre-existing model services were still present and around 0.1% CPU; pmset reported no thermal or performance warning. GPU contention and thermal state were not continuously instrumented.", | |
| "timing_variability": "Q8 texture was substantially faster than its preceding Q8 cases despite unchanged runtime; do not interpret the aggregate latency difference as a controlled causal estimate of quantization speed." | |
| } | |