Add RAVEN demo and checkpoint links

README.md

@@ -27,14 +27,18 @@ CM-GRPO is the reinforcement-learning stage on top of RAVEN. It treats a consist
 
 This repository hosts weights only. Training, inference, and evaluation code live in the [code repository](https://github.com/mvp-ai-lab/RAVEN). Other artifacts are listed in the [RAVEN collection](https://huggingface.co/collections/mvp-lab/raven).
 
+## Demo
+
+<video controls loop muted playsinline preload="metadata" width="100%" src="https://github.com/user-attachments/assets/628a070c-fee5-4b77-97af-5875e79fca1d"></video>
+
 ## Files
 
 | File | Description |
 | --- | --- |
-| `raven_model.pt` | RAVEN backbone (post-distillation, pre-RL). Full `CausalWanModel` state dict. |
-| `cmgrpo_raven_merge.pt` | CM-GRPO backbone with the LoRA already folded into RAVEN. Same key set as `raven_model.pt`. |
-| `cmgrpo_raven_lora.safetensors` | CM-GRPO adapter only. Use together with `raven_model.pt` as the base. |
-| `cmgrpo_raven_full.pt` | PEFT-wrapped bundle of base + adapter, kept as an archival interchange format. The current code cannot load it directly. Convert or merge it offline first. |
+| [Wan2.1-T2V-1.3B-RAVEN](https://huggingface.co/mvp-lab/RAVEN/blob/main/raven_model.pt) | RAVEN backbone (post-distillation, pre-RL). Full `CausalWanModel` state dict. |
+| [Wan2.1-T2V-1.3B-CMGRPO-Merge](https://huggingface.co/mvp-lab/RAVEN/blob/main/cmgrpo_raven_merge.pt) | CM-GRPO backbone with the LoRA already folded into RAVEN. Same key set as `raven_model.pt`. |
+| [Wan2.1-T2V-1.3B-CMGRPO-LoRA](https://huggingface.co/mvp-lab/RAVEN/blob/main/cmgrpo_raven_lora.safetensors) | CM-GRPO adapter only. Use together with `raven_model.pt` as the base. |
+| [Wan2.1-T2V-1.3B-CMGRPO-Full](https://huggingface.co/mvp-lab/RAVEN/blob/main/cmgrpo_raven_full.pt) | PEFT-wrapped bundle of base + adapter, kept as an archival interchange format. The current code cannot load it directly. Convert or merge it offline first. |
 
 ## Model details