| { |
| "base_models": { |
| "mage_flow": "microsoft/Mage-Flow-Turbo", |
| "mage_transformer_sha256": "6df47df3d7efc9ebdad075b87b3e9e4f74d09dca672d592271788f0ee27ab97d", |
| "qwen": "Qwen/Qwen3-VL-4B-Instruct", |
| "qwen_quantized": "starsfriday/Mage-Flow-Edit-FP8" |
| }, |
| "files": [ |
| { |
| "path": ".gitattributes", |
| "role": "release support file", |
| "sha256": "44f30cae84f06a5771fa870d5933a6fd1eb80d04e156f1bd1dfaf8869e91138e", |
| "size": 142 |
| }, |
| { |
| "path": "LICENSE", |
| "role": "license or third-party attribution", |
| "sha256": "275b4dd619de4e16a017b10d0beec72abbbbf14ee8a2fc68f8bdb398e821f623", |
| "size": 1066 |
| }, |
| { |
| "path": "README.md", |
| "role": "Hugging Face model card and usage guide", |
| "sha256": "8239c7b89663ccdc04d336a7e5043c2620fbf32f78405d786fdc9aca12492f86", |
| "size": 5835 |
| }, |
| { |
| "path": "THIRD_PARTY_NOTICES.md", |
| "role": "license or third-party attribution", |
| "sha256": "0272534c35040150deabe76ec61902b9bd18a502d80b55ba613963bb9610ee63", |
| "size": 1283 |
| }, |
| { |
| "path": "build_manifest.py", |
| "role": "release manifest builder", |
| "sha256": "3a9db659ee6233f2bee5ecc1aac4cdfe3744884c4df5bb34ce7f140bbb1c1065", |
| "size": 5721 |
| }, |
| { |
| "path": "build_native.sh", |
| "role": "project-local native runtime build helper", |
| "sha256": "7e1bccc38c982b05c0ad027c3faace9c0d5783e638e75ff4875430d5ab34445d", |
| "size": 1803 |
| }, |
| { |
| "path": "examples/comparison_bf16_transformer.png", |
| "role": "release support file", |
| "sha256": "832f70291249e1ffce7f7283f5bb47262f5e4e2dcb127d0f6e3c0e1d84079f33", |
| "size": 1115564 |
| }, |
| { |
| "path": "examples/cyborg_stargaze_turbo_balanced.png", |
| "role": "release support file", |
| "sha256": "42285f7420a60520a7e2262cfac68f122983436d215a6b59ef3152a6b9358a46", |
| "size": 1132970 |
| }, |
| { |
| "path": "generate.py", |
| "role": "portable single-image inference entry point", |
| "sha256": "b25cb7d2da2b3ae87cb6e2b7b1dbaa382527fea059870559c6bbb4852f71cc03", |
| "size": 16053 |
| }, |
| { |
| "path": "licenses/MAGE-MIT.txt", |
| "role": "license or third-party attribution", |
| "sha256": "275b4dd619de4e16a017b10d0beec72abbbbf14ee8a2fc68f8bdb398e821f623", |
| "size": 1066 |
| }, |
| { |
| "path": "licenses/QWEN-APACHE-2.0.txt", |
| "role": "license or third-party attribution", |
| "sha256": "cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30", |
| "size": 11358 |
| }, |
| { |
| "path": "model_index.json", |
| "role": "Hugging Face Diffusers metadata and download-tracking query file", |
| "sha256": "1c1522a480c2d00416fd172b5a485849da7992c26e503eb0123b9a155acaf7dc", |
| "size": 1646 |
| }, |
| { |
| "path": "requirements.txt", |
| "role": "release support file", |
| "sha256": "2a16308e6034f1b06d60afd70bcd488f0f79b9499c9ff0acbf1c028652320f42", |
| "size": 485 |
| }, |
| { |
| "path": "run_validation.py", |
| "role": "portable frozen-prompt validation entry point", |
| "sha256": "622c25f6b1b9562e3f8ad41e4c8aa04c7b9f7490c3e81fdb3ddb2f2b01bd10cd", |
| "size": 2043 |
| }, |
| { |
| "path": "runtime/libmage_nvfp4_linear.so", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "25e3c3013b92fbafd33acd3badbf4d31fb3d0a5a2fc5c390fc36d18363b57781", |
| "size": 1185056 |
| }, |
| { |
| "path": "runtime/libmage_nvfp4_torch_op.so", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "d0cd7bbde23fa8187d28cda21ad74b79696bf607d40e47a534922670fe597ad4", |
| "size": 167176 |
| }, |
| { |
| "path": "runtime/nvfp4_linear.cu", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "40f96d985beac1269f601d7ede3648c3aced3ccd266587be3ded76fd71572d70", |
| "size": 40780 |
| }, |
| { |
| "path": "runtime/nvfp4_linear.h", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "7eba9c6b155730fad23b86314903d5cd96ee4430daf2d45706288fc7a9f5ee09", |
| "size": 2231 |
| }, |
| { |
| "path": "runtime/packed_artifact.py", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "6f3b3220421d42a19573e852641dff00f75a6d7ee87975bd3d82c995ee86ba05", |
| "size": 40672 |
| }, |
| { |
| "path": "runtime/packed_nvfp4_linear.py", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "65a98172fedc59023c80c55c723956746c13e14f3783bdf687af39cdf0ee1397", |
| "size": 17469 |
| }, |
| { |
| "path": "runtime/quant_text_encoder.py", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "d5f38363256d67dee3532531b4a4ae080fa736e1bdd3499e615cb6142bcf808a", |
| "size": 13452 |
| }, |
| { |
| "path": "runtime/sm120_linear_op.cpp", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "a53e1e83df95922eaa384503ce5c5bab31ef65becfcf3e0ac623b1f0868d278a", |
| "size": 12179 |
| }, |
| { |
| "path": "runtime/standard_transformer.py", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "e2a7a055dd1e8a273772617b65e27fd342dfc7b170ae1d67790b314a31b4ccc2", |
| "size": 10005 |
| }, |
| { |
| "path": "runtime/text_encoder_variants.py", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "54f9507949c63a73f6cb2b7ee668f083562327b39b05d699f2b6e5722abd69e4", |
| "size": 6716 |
| }, |
| { |
| "path": "runtime/torch_ops_native.py", |
| "role": "native runtime, loader, source, or Python integration", |
| "sha256": "842e0f0f14faca41d8801ff52d435e30d180e34907b81cbbddc5aff6dfab1829", |
| "size": 7980 |
| }, |
| { |
| "path": "scheduler/scheduler_config.json", |
| "role": "Mage FlowMatch scheduler component", |
| "sha256": "438fd8bcf254740e5d3f3e9800bbd9c571e342ab87885388d1505b7531c69c02", |
| "size": 169 |
| }, |
| { |
| "path": "text_encoder/chat_template.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "6f8a6a55027e3da5160105556cda5dd69f6423f1c32645f6730d32de7773d0c4", |
| "size": 5502 |
| }, |
| { |
| "path": "text_encoder/config.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "4c7c8faf199bcf6c73dd434f5f071a68f57cac0676dc304ab4f79e6245fcc8b0", |
| "size": 1930 |
| }, |
| { |
| "path": "text_encoder/generation_config.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "8469742d1fce0de951c8909b26a2c0c0d8490837ce476efb114da9e0cefc4d44", |
| "size": 269 |
| }, |
| { |
| "path": "text_encoder/merges.txt", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "599bab54075088774b1733fde865d5bd747cbcc7a547c5bc12610e874e26f5e3", |
| "size": 1671839 |
| }, |
| { |
| "path": "text_encoder/model.safetensors", |
| "role": "complete scaled-FP8 Qwen3-VL text checkpoint", |
| "sha256": "54bd5144df0bbc25dd6ccadfcb826b521445a1b06ae5a42570bdd2974ca87094", |
| "size": 5242467968 |
| }, |
| { |
| "path": "text_encoder/preprocessor_config.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516", |
| "size": 390 |
| }, |
| { |
| "path": "text_encoder/tokenizer.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "a5d85b6dcc535e6b93115a9ef287e6132fdbf30270da6218194ba742261173c7", |
| "size": 7032403 |
| }, |
| { |
| "path": "text_encoder/tokenizer_config.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "c2da771801886ad9ae98181793ffd3dfb7f1af30f6f7c6a4e15d7dbba52e2399", |
| "size": 10868 |
| }, |
| { |
| "path": "text_encoder/video_preprocessor_config.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "7768af27c1fafa9cc9011c1dc20067e03f8915e03b63504550e11d5066986d13", |
| "size": 385 |
| }, |
| { |
| "path": "text_encoder/vocab.json", |
| "role": "packaged Qwen3-VL configuration or tokenizer asset", |
| "sha256": "ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910", |
| "size": 2776833 |
| }, |
| { |
| "path": "transformer/config.json", |
| "role": "Mage transformer component configuration, index, or quantization metadata", |
| "sha256": "3b081d76f8d987c11a28c157e961db241269035a87151292a0a29e2bba15dbca", |
| "size": 3502 |
| }, |
| { |
| "path": "transformer/diffusion_pytorch_model-00001-of-00004.safetensors", |
| "role": "complete sharded Mage transformer checkpoint with native NVFP4 modules", |
| "sha256": "f8b0b8056a7603b331df45373ca4fc578bc8512a4d14999843ff0d3539552d68", |
| "size": 1804011004 |
| }, |
| { |
| "path": "transformer/diffusion_pytorch_model-00002-of-00004.safetensors", |
| "role": "complete sharded Mage transformer checkpoint with native NVFP4 modules", |
| "sha256": "6fb5fc1cfbf5e80a364ff8fbdd7649e76b1eda0c7db4c2e51f8fef97f93f731f", |
| "size": 1850448096 |
| }, |
| { |
| "path": "transformer/diffusion_pytorch_model-00003-of-00004.safetensors", |
| "role": "complete sharded Mage transformer checkpoint with native NVFP4 modules", |
| "sha256": "7a95cef17ce60773576bf988129d6af0c0666167ceb6ad53688a405f3cc5ba72", |
| "size": 1829177092 |
| }, |
| { |
| "path": "transformer/diffusion_pytorch_model-00004-of-00004.safetensors", |
| "role": "complete sharded Mage transformer checkpoint with native NVFP4 modules", |
| "sha256": "17b29090a6b00205220f96b57f3a53f38383627da56b505e7c94d094b7535ef5", |
| "size": 360303408 |
| }, |
| { |
| "path": "transformer/diffusion_pytorch_model.safetensors.index.json", |
| "role": "Mage transformer component configuration, index, or quantization metadata", |
| "sha256": "765224e28e1a169d08dd6906f9e6a1e3a76dc500b547ed11894e01dac0f44bbd", |
| "size": 50727 |
| }, |
| { |
| "path": "transformer/nvfp4_metadata.json", |
| "role": "Mage transformer component configuration, index, or quantization metadata", |
| "sha256": "6d94f78f3f52d87207cf7e82a21142d66d879a81b132215507d63a13580e2569", |
| "size": 68691 |
| }, |
| { |
| "path": "vae/config.json", |
| "role": "complete Mage VAE component", |
| "sha256": "abd124d603d6c6a03e9d0f2aa6d113b8c4afda0738400bdf2f99240aeaeaff76", |
| "size": 112 |
| }, |
| { |
| "path": "vae/diffusion_pytorch_model.safetensors", |
| "role": "complete Mage VAE component", |
| "sha256": "34e076dc1e8a15321e1e07be5111d59cf16dd10b804b7c7e20b4de29013427e0", |
| "size": 345053056 |
| }, |
| { |
| "path": "validate_release.py", |
| "role": "package hash validator", |
| "sha256": "9c14818d8939f880be8702222d0345ab0af44fbb8fefa98600d414e2c469eb75", |
| "size": 2877 |
| }, |
| { |
| "path": "vendor/mage_flow/__init__.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "0709764f182b55fdec6b8195a4d18640fe0ffef3785d3977d8ebc29905de7489", |
| "size": 367 |
| }, |
| { |
| "path": "vendor/mage_flow/app.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "ac0597feddf1b6c5aaa2f18cc3ebb3e690dc42232462ac778af45044df41435e", |
| "size": 9004 |
| }, |
| { |
| "path": "vendor/mage_flow/inference.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "0a1e196f784f4daf4b4d1607cade1d066908341e0e444aa29fcea3967a8c1a3f", |
| "size": 7181 |
| }, |
| { |
| "path": "vendor/mage_flow/models/__init__.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "7e5ba07fdb01f4a5912eaeb3afbe9d4ccc4e391e7de4cdc11865e5aa911ddfd5", |
| "size": 56 |
| }, |
| { |
| "path": "vendor/mage_flow/models/mage_flow.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "59b6e1bee7f95a7fd2fa7bd9e765966832951e2bb184b5ae27283884997b845f", |
| "size": 15991 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/__init__.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", |
| "size": 0 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/_attn_backend.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "7d652eeb2ab39e37554e3d62859c74edeffc8dce70b2c15687060c259647b559", |
| "size": 7946 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/mage_latent.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "9ffd7c68b6053ad37f6bf0925d8d94dcd72af751448ee0228ec13018fedf54e5", |
| "size": 4118 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/mage_layers.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "4b198343b8929f48a0a14d388502c81f54be17b222f6831303d2da6a91f33a62", |
| "size": 30418 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/mage_text.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "eed7846d02bee28ebf7a1fb45db7d9f621dd66e702e761848d67bed426c1c4a7", |
| "size": 21247 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/mage_vae.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "64f4d7041003e416bc2f4fac5bbf8aabf2e7c798ad106682c34332ba347b0ef9", |
| "size": 25112 |
| }, |
| { |
| "path": "vendor/mage_flow/models/modules/text_encoder.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "65e490ce35fbe4d4057f115be2ab8731e01ea44b618c10aabac80d51fc38ef81", |
| "size": 29405 |
| }, |
| { |
| "path": "vendor/mage_flow/models/utils.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "0f242ca7a77e0f85b5985b5299304aa0786737de1ba414c7f8f47b8d664dbca8", |
| "size": 6649 |
| }, |
| { |
| "path": "vendor/mage_flow/pipeline.py", |
| "role": "pinned Microsoft Mage inference source", |
| "sha256": "b9fc57018570372dd3404a733e19b918a359188dd9f5ef7817c6b30969fc13db", |
| "size": 37089 |
| } |
| ], |
| "loader_implications": { |
| "bf16_quantized_target_weight_reads": 0, |
| "loaded_non_target_tensor_count": 309, |
| "loaded_nvfp4_projection_count": 44, |
| "transformer_checkpoint_tensor_count": 485 |
| }, |
| "policy": { |
| "component_layout": "complete_huggingface_sharded_repository", |
| "mage_transformer": { |
| "bf16_passthrough_target_count": 4, |
| "bf16_passthrough_targets": [ |
| "transformer_blocks.9.img_mlp.net.2", |
| "transformer_blocks.10.img_mlp.net.2", |
| "transformer_blocks.11.img_mlp.net.0.proj", |
| "transformer_blocks.11.img_mlp.net.2" |
| ], |
| "native_runtime_defaults": { |
| "activation_scale_search": "amax", |
| "down_activation_scale_multiplier": 0.75, |
| "up_activation_scale_multiplier": 1.0 |
| }, |
| "target_count": 44, |
| "targets": [ |
| "transformer_blocks.0.img_mlp.net.0.proj", |
| "transformer_blocks.0.img_mlp.net.2", |
| "transformer_blocks.0.txt_mlp.net.0.proj", |
| "transformer_blocks.0.txt_mlp.net.2", |
| "transformer_blocks.1.img_mlp.net.0.proj", |
| "transformer_blocks.1.img_mlp.net.2", |
| "transformer_blocks.1.txt_mlp.net.0.proj", |
| "transformer_blocks.1.txt_mlp.net.2", |
| "transformer_blocks.2.img_mlp.net.0.proj", |
| "transformer_blocks.2.img_mlp.net.2", |
| "transformer_blocks.2.txt_mlp.net.0.proj", |
| "transformer_blocks.2.txt_mlp.net.2", |
| "transformer_blocks.3.img_mlp.net.0.proj", |
| "transformer_blocks.3.img_mlp.net.2", |
| "transformer_blocks.3.txt_mlp.net.0.proj", |
| "transformer_blocks.3.txt_mlp.net.2", |
| "transformer_blocks.4.img_mlp.net.0.proj", |
| "transformer_blocks.4.img_mlp.net.2", |
| "transformer_blocks.4.txt_mlp.net.0.proj", |
| "transformer_blocks.4.txt_mlp.net.2", |
| "transformer_blocks.5.img_mlp.net.0.proj", |
| "transformer_blocks.5.img_mlp.net.2", |
| "transformer_blocks.5.txt_mlp.net.0.proj", |
| "transformer_blocks.5.txt_mlp.net.2", |
| "transformer_blocks.6.img_mlp.net.0.proj", |
| "transformer_blocks.6.img_mlp.net.2", |
| "transformer_blocks.6.txt_mlp.net.0.proj", |
| "transformer_blocks.6.txt_mlp.net.2", |
| "transformer_blocks.7.img_mlp.net.0.proj", |
| "transformer_blocks.7.img_mlp.net.2", |
| "transformer_blocks.7.txt_mlp.net.0.proj", |
| "transformer_blocks.7.txt_mlp.net.2", |
| "transformer_blocks.8.img_mlp.net.0.proj", |
| "transformer_blocks.8.img_mlp.net.2", |
| "transformer_blocks.8.txt_mlp.net.0.proj", |
| "transformer_blocks.8.txt_mlp.net.2", |
| "transformer_blocks.9.img_mlp.net.0.proj", |
| "transformer_blocks.9.txt_mlp.net.0.proj", |
| "transformer_blocks.9.txt_mlp.net.2", |
| "transformer_blocks.10.img_mlp.net.0.proj", |
| "transformer_blocks.10.txt_mlp.net.0.proj", |
| "transformer_blocks.10.txt_mlp.net.2", |
| "transformer_blocks.11.txt_mlp.net.0.proj", |
| "transformer_blocks.11.txt_mlp.net.2" |
| ], |
| "variant_id": "mage_flow_nvfp4_turbo_balanced_v1" |
| }, |
| "native_compute_capability": "12.0", |
| "qwen_text_encoder": { |
| "artifact_sha256": "54bd5144df0bbc25dd6ccadfcb826b521445a1b06ae5a42570bdd2974ca87094", |
| "compute_dtype": "bfloat16", |
| "fp8_projection_count": 252, |
| "full_precision_matrix_mult": false, |
| "quant_algo": "FP8_E4M3FN_SCALED", |
| "quant_method": "comfy_kitchen", |
| "source_repo": "starsfriday/Mage-Flow-Edit-FP8", |
| "source_revision": "5a64f75aa6a962cbc6c9f0bc42ed0f819b739890" |
| } |
| }, |
| "release_status": "packaging-candidate-unvalidated", |
| "schema_version": "mage-flow-nvfp4-huggingface-release-v1" |
| } |
|
|
