KawasakiAkasei/Hunyuan3D_2.1_Low_VRAM
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e150058012fe0f5d6aa3be633ed4375b1f809924
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Author SHA1 Message Date
Akasei
e150058012 feat(batch): use steps=50, resolution=512, max_views=9 for RTX 3080 
768 resolution causes OOM (14.6GB model activation) on RTX 3080 20GB.
512 is the practical maximum: texture model uses 6.59GB, leaving
sufficient headroom. Increased max_views 6→9 for better texture coverage.

Result: 9/9 images → textured GLB in 12.3 min total.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-03-16 20:53:12 +08:00
Akasei
b6685c9560 feat: add batch 3D generation script with VRAM optimization 
- Add batch_generate.py: two-phase pipeline (shape→texture) that loads
  models sequentially to avoid OOM on RTX 3080
- Fix mesh_utils.py: make bpy import lazy so load_mesh/save_mesh work
  without Blender installed
- Phase 1: shape generation for all images, then unload
- Phase 2: texture generation for all meshes, then unload
- Skip already-generated outputs for resumability
- Tested: 9/9 images successfully generated textured GLB models

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
 2026-03-16 20:20:46 +08:00
Huiwen Shi
82920d643c Update LICENSE 
Update License
 2025-10-17 18:10:07 +08:00
HuiwenShi
c9b21668e2 Create is_watertight.py 2025-09-24 11:35:53 +08:00
HuiwenShi
5b6885dcf4 Update chamfer_distance.py 2025-09-23 14:10:26 +08:00
HuiwenShi
34746fcbc2 Create chamfer_distance.py 2025-09-23 11:46:01 +08:00
HuiwenShi
a0fd02ea01 Merge pull request #98 from qinmaohui/main 
【犀牛鸟实战issue】修复在windows系统中安装custom_rastorizer报错
 2025-09-11 22:38:31 +08:00
qinmaohui
663ee27446 还原对于custom_rasterizer_kernel的修改 2025-09-10 22:37:29 +08:00
qinmaohui
928f41b289 将原文件恢复，新建custom_rasterizer_kernel_for_windows文件夹放置修改的文件 2025-09-10 09:04:36 +08:00
Xianghui Yang
2eb92bcfd1 Merge pull request #104 from WncFht/feature/add-enable-flashvdm 
【犀牛鸟实战issue】inference speed
 2025-09-08 23:16:17 +08:00
HuiwenShi
06ea674535 Merge pull request #137 from ItsThatRandomDev/fix/docker-conda-tos 
Fix: accept Anaconda ToS in Dockerfile to prevent build failure
 2025-09-08 20:29:54 +08:00
Xianghui Yang
840d66abe8 Merge pull request #102 from s572915912/s572915912-patch-1 
【犀牛鸟实战issue】training: split_sizes error
 2025-09-08 19:57:36 +08:00
Xianghui Yang
7cc51b67ef Update README.md 
add acknowledgment
 2025-08-27 14:52:15 +08:00
Xianghui Yang
3efb87e736 Update README.md 
add acknowledgment
 2025-08-27 14:51:20 +08:00
ItsThatRandomDev
0e9f8d78d4 fix conda ToS acceptance in Dockerfile 2025-08-18 19:00:20 +02:00
s572915912
b3dd50ba37 Update misc.py 
repair
 2025-08-06 01:14:49 +08:00
s572915912
d9fc4d31bf Update hunyuandit-mini-overfitting-flowmatching-dinol518-bf16-lr1e4-4096.yaml 
repair
 2025-08-06 01:12:13 +08:00
Xianghui Yang
84e97834c0 Update README.md 2025-07-31 17:21:07 +08:00
Xianghui Yang
cd2feb5f38 Add files via upload 2025-07-30 23:21:51 +08:00
Xianghui Yang
b791e9c22f Update LICENSE 2025-07-30 23:18:42 +08:00
Xianghui Yang
b521b9f71f update x.png 2025-07-28 17:44:21 +08:00
Xianghui Yang
b96ea3558d update x qrcode 2025-07-28 17:40:27 +08:00
Xianghui Yang
b32d264d43 add hunyuan world 1.0 2025-07-28 17:36:11 +08:00
Xianghui Yang
665c38a19a add hunyuan world 1.0 2025-07-28 17:35:39 +08:00
oakshy
2ca5fd3155 modify model zoo 2025-07-15 11:28:24 +08:00
WncFht
a6509b95fb feat: 为 api_server 加上 enable_flashvdm 2025-07-13 11:48:13 +08:00
WncFht
00fa3ac012 feat: 为 gradio_app.py 加上 enable_flashvdm 2025-07-13 11:44:49 +08:00
s572915912
f4e0307665 Update train_deepspeed.sh 2025-07-11 18:32:16 +08:00
s572915912
8eff6d8233 Delete run_inference_with_fix.py 2025-07-11 16:54:43 +08:00
s572915912
7a9d765627 Update run_inference_with_fix.py 2025-07-11 16:53:19 +08:00
s572915912
f0a008279e Update pipelines.py 2025-07-11 16:51:33 +08:00
s572915912
dc2ea32d76 Update hunyuandit-mini-overfitting-flowmatching-dinol518-bf16-lr1e4-4096.yaml 2025-07-11 16:47:40 +08:00
s572915912
96349ad5d0 Update train_deepspeed.sh 2025-07-11 16:43:40 +08:00
s572915912
6726877bbb Update train_deepspeed.sh 2025-07-11 16:40:01 +08:00
s572915912
c6d4cb89e2 Update train_deepspeed.sh 2025-07-11 16:39:10 +08:00
s572915912
de7996251d Update hunyuandit-mini-overfitting-flowmatching-dinol518-bf16-lr1e4-4096.yaml 2025-07-11 16:37:32 +08:00
s572915912
af935af688 Update train_deepspeed.sh 2025-07-11 16:36:46 +08:00
s572915912
f2f19d74a8 Update hunyuandit-mini-overfitting-flowmatching-dinol518-bf16-lr1e4-4096.yaml 
add explain
 2025-07-11 15:53:01 +08:00
s572915912
8cd92830fb Update train_deepspeed.sh 
auto detect
 2025-07-11 15:51:55 +08:00
s572915912
e34a3ba752 Create run_inference_with_fix.py 2025-07-11 02:33:30 +08:00
s572915912
b06e6ddf37 Update pipelines.py 2025-07-11 02:29:25 +08:00
qinmaohui
48a2a2bab9 删除多余文件 2025-07-10 17:29:07 +08:00
qinmaohui
7facf4b459 修复在windows系统中安装custom_rastorizer报错 2025-07-10 17:22:47 +08:00
HuiwenShi
81b4d9f638 Update README.md 2025-07-09 16:01:54 +08:00
HuiwenShi
e8262b085f Update Dockerfile 2025-07-02 14:45:29 +08:00
HuiwenShi
70a0dc0183 Merge pull request #63 from perfectproducts/main 
added api_server
 2025-07-02 14:39:30 +08:00
Michael Wagner
3071371eb3 fix sample data 
added jupyter notebook test
 2025-06-30 19:14:36 +02:00
Michael Wagner
71695bcce4 Merge branch 'main' of https://github.com/perfectproducts/Hunyuan3D-2.1 2025-06-28 14:13:23 +02:00
Michael Wagner
c778019236 docker file starts server directly 2025-06-28 14:13:05 +02:00
SyncTwin GmbH
7d4c713bfa better glb 2025-06-28 11:49:13 +02:00