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| DiTGS camera-fixed Residual Cross-Attention checkpoint | |
| Copyright 2026 DiTGS contributors. | |
| This checkpoint incorporates pretrained and fine-tuned components originating from: | |
| TokenGS, Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. | |
| Source: https://github.com/nv-tlabs/TokenGS | |
| Weights: https://huggingface.co/jiaweir/tokengs | |
| Verified snapshot: a7eb20340b99abd29b554c29c339446aebccff36 | |
| Original base SHA256: ac6cb611e3b19ea4aaaeae32c952cf7555f68ef3e70b03199f24c0860245bba8 | |
| The upstream root README states Apache License 2.0. An additional model card at | |
| this same snapshot names the NVIDIA Internal Scientific Research and Development | |
| Model License. Both declarations are disclosed in UPSTREAM_NOTICES.md. | |
| This release relies on the upstream root release declaration for TokenGS; | |
| it does not represent that the conflicting model-card text has been removed. | |
| FlashWorld: Xinyang Li, Tengfei Wang, Zixiao Gu, Shengchuan Zhang, | |
| Chunchao Guo, Liujuan Cao. | |
| Code: https://github.com/imlixinyang/FlashWorld (Apache-2.0). | |
| Pretrained weights: https://huggingface.co/nightkiller/FlashWorldPretrain | |
| Revision: 896f3964301821d0bdd92ccb9560fbf51b855599 (CC BY-NC-SA 4.0). | |
| DiTGS retains and fine-tunes the latent-velocity transformer; FlashWorld's | |
| Gaussian-feature output channels and reconstruction decoder are not distributed. | |
| Wan2.2: Wan-AI team. | |
| https://huggingface.co/Wan-AI/Wan2.2-TI2V-5B-Diffusers | |
| Revision: b8fff7315c768468a5333511427288870b2e9635 (Apache-2.0). | |
| Changes: camera-corrected multiview preprocessing/conditioning, feature adapter, | |
| independent DiT-memory attention and KV projections, per-channel residual scaling, | |
| and fine-tuning the Wan backbone and TokenGS Gaussian decoder/head with the | |
| 10,000-update warmup plus 20,000-update joint DiTGS schedule. | |
| The pretrained Wan VAE and TokenGS image encoder are retained frozen. | |
| No optimizer, EMA, RNG state, dataset images or external text encoder is included. | |
| Upstream names are attribution only and do not imply endorsement. | |
| The source-code Apache-2.0 license is separate from the checkpoint license. | |
| All applicable upstream notices and terms remain in effect. | |