Add diffusers format weights

README.md

@@ -192,27 +192,19 @@ Each checkpoint is distributed as a self\-contained Hugging Face\-style reposito
 └── audio_vae/
 ```
 
-Download the model. The repository hosts the original checkpoint (`FL2VA/`, `Ref2VA/`) and the diffusers format side by side, so scope the download to what your framework needs:
-
-`model_index.json` is the repository-level modular index. The task-family-specific diffusers indexes remain under `FL2VA/model_index.json` and `Ref2VA/model_index.json`.
+Download the model:
 
 ```bash
-# Original checkpoint, both task families (SGLang, vLLM):
-hf download MiniMaxAI/MiniMax-H3 --include "model_index.json" "modular_model_index.json" "FL2VA/*" "Ref2VA/*" --local-dir MiniMax-H3
-
-# Or a single task family:
-hf download MiniMaxAI/MiniMax-H3 --include "model_index.json" "modular_model_index.json" "FL2VA/*" --local-dir MiniMax-H3
+hf download MiniMaxAI/MiniMax-H3 --local-dir MiniMax-H3
 ```
 
-diffusers users do not need a manual download: `ModularPipeline.from_pretrained("MiniMaxAI/MiniMax-H3")` fetches exactly the components it needs. See the [diffusers documentation](https://github.com/huggingface/diffusers/blob/minimax-h3/docs/source/en/api/pipelines/minimax_h3.md) for loading recipes.
-
 We recommend the following inference frameworks to serve the model:
 
 - [SGLang](https://docs.sglang.io/) \- see [cookbook](https://docs.sglang.io/cookbook/diffusion/MiniMax/MiniMax-H3) 
 
 - [vLLM](https://github.com/vllm-project/vllm) \- see [vllm recipes](https://recipes.vllm.ai/MiniMaxAI/MiniMax-H3)
 
-- [diffusers](https://github.com/huggingface/diffusers) \- see [diffusers docs](https://github.com/huggingface/diffusers/blob/minimax-h3/docs/source/en/api/pipelines/minimax_h3.md)
+- [diffusers](https://github.com/huggingface/diffusers) \- see [diffusers docs](https://huggingface.co/docs/diffusers/en/api/models/autoencoderkl_minimax_h3)
 
 - [ComfyUI](https://github.com/Comfy-Org/ComfyUI) \- see  [Comfy tutorial](https://docs.comfy.org/tutorials/video/minimax/minimax-h3); use [R2V template](https://github.com/Comfy-Org/workflow_templates/blob/main/templates/video_minimax_h3_r2v.json) / [T2V template](https://github.com/Comfy-Org/workflow_templates/blob/main/templates/video_minimax_h3_t2v.json)
 
@@ -277,11 +269,8 @@ TOKEN="<token>"
 
 MiniMax platform:
 
-API docs:
-- Create H3-2K: use /video-generation-v2-create [EN-docs](https://platform.minimax.io/docs/api-reference/video-generation-v2-create), [CN-docs](https://platform.minimaxi.com/docs/api-reference/video-generation-v2-create)
-- H3-Context-IR：use /video-generation-v2-h3-context-ir [EN-docs](https://platform.minimax.io/docs/api-reference/video-generation-v2-h3-context-ir), [CN-docs](https://platform.minimaxi.com/docs/api-reference/video-generation-v2-h3-context-ir)
-- H3-Regenerate-2K：use /video-generation-v2-regeneration [EN-docs](https://platform.minimax.io/docs/api-reference/video-generation-v2-regeneration), [CN-docs](https://platform.minimaxi.com/docs/api-reference/video-generation-v2-regeneration)
-
+- CN: https://platform.minimaxi.com
+- Global: https://platform.minimax.io
 
 The examples below encode local H3\-Base output files as Base64 Data URLs\. For production use, uploading the video to a publicly accessible URL and passing that URL as `base_video` is recommended\.
 
@@ -414,7 +403,7 @@ For each case below, we provide reference outputs at both 2K and 768p generated
 
 ## License
 
-MiniMax H3 is released under the [MiniMax H3 Community License Agreement](https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE).  [Q&A about the License](docs/QA-about-License.md)
+MiniMax H3 is released under the [MiniMax H3 Community License Agreement](LICENSE).  [Q&A about License](docs/QA-about-License.md)
 
 ## Contact Us
 

assets/action-reference.mov

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model_index.json

@@ -1,139 +0,0 @@
-{
-  "_class_name": "MiniMaxH3ModularPipeline",
-  "_diffusers_version": "0.36.0.dev0",
-  "_blocks_class_name": "MiniMaxH3Blocks",
-  "_minimax_h3": {
-    "schema_version": 1,
-    "index_scope": "repository",
-    "task_family_indexes": {
-      "fl2va": "FL2VA/model_index.json",
-      "ref2va": "Ref2VA/model_index.json"
-    }
-  },
-  "text_encoder": [
-    "transformers",
-    "Qwen3VLForConditionalGeneration",
-    {
-      "type_hint": [
-        "transformers",
-        "Qwen3VLForConditionalGeneration"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "text_encoder",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "tokenizer": [
-    "transformers",
-    "Qwen2TokenizerFast",
-    {
-      "type_hint": [
-        "transformers",
-        "Qwen2TokenizerFast"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "tokenizer",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "processor": [
-    "transformers",
-    "Qwen3VLProcessor",
-    {
-      "type_hint": [
-        "transformers",
-        "Qwen3VLProcessor"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "processor",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "vae": [
-    "diffusers",
-    "AutoencoderKLMiniMaxH3",
-    {
-      "type_hint": [
-        "diffusers",
-        "AutoencoderKLMiniMaxH3"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "vae",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "audio_vae": [
-    "diffusers",
-    "AutoencoderKLMiniMaxH3Audio",
-    {
-      "type_hint": [
-        "diffusers",
-        "AutoencoderKLMiniMaxH3Audio"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "audio_vae",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "transformer": [
-    "diffusers",
-    "MiniMaxH3Transformer3DModel",
-    {
-      "type_hint": [
-        "diffusers",
-        "MiniMaxH3Transformer3DModel"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "transformer",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "transformer_ref": [
-    "diffusers",
-    "MiniMaxH3Transformer3DModel",
-    {
-      "type_hint": [
-        "diffusers",
-        "MiniMaxH3Transformer3DModel"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "transformer_ref",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "scheduler": [
-    "diffusers",
-    "MiniMaxH3Scheduler",
-    {
-      "type_hint": [
-        "diffusers",
-        "MiniMaxH3Scheduler"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "scheduler",
-      "variant": null,
-      "revision": null
-    }
-  ],
-  "audio_scheduler": [
-    "diffusers",
-    "MiniMaxH3Scheduler",
-    {
-      "type_hint": [
-        "diffusers",
-        "MiniMaxH3Scheduler"
-      ],
-      "pretrained_model_name_or_path": "MiniMaxAI/MiniMax-H3",
-      "subfolder": "audio_scheduler",
-      "variant": null,
-      "revision": null
-    }
-  ]
-}