Text-to-Image
mflux
MLX
English
apple-silicon
image-editing
image-to-image
grounding
lora
experimental
4-bit precision
Instructions to use saggamer/horizon-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- mflux
How to use saggamer/horizon-1 with mflux:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- MLX
How to use saggamer/horizon-1 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download saggamer/horizon-1 --local-dir horizon-1
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download evaluation/mlx_compiled_test.json from saggamer/horizon-1: direct link, hf CLI and curl.
- Browser
- Download file 2.3 kB
-
https://huggingface.co/saggamer/horizon-1/resolve/main/evaluation/mlx_compiled_test.json
- Command line
-
hf download hf://saggamer/horizon-1/evaluation/mlx_compiled_test.json
-
curl -L -o mlx_compiled_test.json https://huggingface.co/saggamer/horizon-1/resolve/main/evaluation/mlx_compiled_test.json
2.3 kB
| { | |
| "passed": true, | |
| "validation_scope": "real checkpoint runtime smoke test; semantic success assessed separately", | |
| "device": "Apple M4", | |
| "mlx_version": "0.32.4", | |
| "mflux_version": "0.24.0", | |
| "base_file_hashes_verified": { | |
| "text_encoder/0.safetensors": "7670e08db4e96efe705b63f001c3cf589796eff9522b7f7f9419b429c123ec11", | |
| "text_encoder/1.safetensors": "19a6fb703c218ba0f8b57807cdf74ff3cc8c06bdb01dcd2632bff9fd373e61e5", | |
| "tokenizer/tokenizer.json": "be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506", | |
| "transformer/0.safetensors": "c295458a2743eea0889bec2eec2aa9e326e8a4887421b659edb5aa1d0bc01a3f", | |
| "transformer/1.safetensors": "cb0fd80f39a645599b2fd0a9280c750fdbd188d7f0079d2da2519681df8bcd0c", | |
| "vae/0.safetensors": "23d5aa73c9203f50490508332813229673d818d315e6119b171d9c2df07dbdbc" | |
| }, | |
| "load_seconds": 1.942302750001545, | |
| "cases": [ | |
| { | |
| "case": "right-square", | |
| "model": "Horizon 1", | |
| "backend": "MLX/MFLUX", | |
| "base_repo": "AITRADER/FLUX2-klein-base-4B-mlx-4bit", | |
| "base_revision": "e04a5bc9307320a601ebb0047e3f47ec7dc4d432", | |
| "base_bits": 4, | |
| "auxiliary_precision": "float32", | |
| "local_base_override": true, | |
| "base_download_pinned": false, | |
| "prompt": "Add a small black dot directly above the right orange square. Keep everything else unchanged.", | |
| "effective_prompt": "Add a small black dot directly above the right orange square. Keep everything else unchanged.", | |
| "seed": 42, | |
| "steps": 20, | |
| "guidance": 4, | |
| "working_resolution": [ | |
| 512, | |
| 512 | |
| ], | |
| "predicted_token_fraction": 0.0048828125, | |
| "threshold": 0.4, | |
| "latent_region_constraint": false, | |
| "inference_inputs": [ | |
| "source_image", | |
| "original_instruction" | |
| ], | |
| "target_or_annotation_supplied": false, | |
| "semantic_success": null, | |
| "seconds": 434.6878245830012, | |
| "promoted": false, | |
| "changed_pixel_fraction_gt8": 0.015010833740234375, | |
| "output_std": 39.560685008760466, | |
| "source_sha256": "02d7c3ee94e314b6d4c9aa67baf3c61e2e10e6acd109f1271370f9ad01348f3c", | |
| "output_sha256": "60d5ba639dae9d4382a9dbcf4a5736836e8d9dcc9c475451a1e95a10613bbd3f" | |
| } | |
| ], | |
| "native_mflux_predictor": true, | |
| "peak_gpu_memory_gb": 6.754350212 | |
| } | |