reconstruct config and scripts (#81)

Co-authored-by: gushiqiao <gushiqiao@sensetime.com>

configs/cogvideox/readme.md

+## TODO

configs/deploy/readme.md

+## TODO

configs/distll/readme.md

+## TODO

configs/hunyuan_i2v.json → configs/hunyuan/hunyuan_i2v.json

 {
     "infer_steps": 20,
     "target_video_length": 33,
-    "i2v_resolution": "720p",
+    "target_height": 720,
+    "target_width": 1280,
     "attention_type": "flash_attn3",
     "seed": 0
 }

configs/hunyuan/readme.md

+## TODO

configs/offload/block/readme.md

+## TODO

configs/offload/block/wan_i2v_block.json

+{
+    "infer_steps": 40,
+    "target_video_length": 81,
+    "target_height": 480,
+    "target_width": 832,
+    "attention_type": "flash_attn3",
+    "seed": 42,
+    "sample_guide_scale": 5,
+    "sample_shift": 5,
+    "enable_cfg": true,
+    "cpu_offload": true,
+    "offload_granularity": "block",
+    "mm_config": {
+        "mm_type": "W-int8-channel-sym-A-int8-channel-sym-dynamic-Q8F",
+        "weight_auto_quant": true
+    }
+}

configs/offload/wan_t2v_block.json → configs/offload/block/wan_t2v_block.json

@@ -4,7 +4,7 @@
     "text_len": 512,
     "target_height": 480,
     "target_width": 832,
-    "attention_type": "sage_attn2",
+    "attention_type": "flash_attn3",
     "seed": 42,
     "sample_guide_scale": 6,
     "sample_shift": 8,

configs/offload/disk/readme.md

+## TODO

configs/offload/wan_i2v_phase_lazy_load.json → configs/offload/disk/wan_i2v_phase_lazy_load_480p .json

 {
-    "infer_steps": 20,
+    "infer_steps": 40,
     "target_video_length": 81,
     "target_height": 480,
     "target_width": 832,
@@ -11,19 +11,20 @@
     "cpu_offload": true,
     "offload_granularity": "phase",
     "t5_offload_granularity": "block",
-    "dit_quantized_ckpt": "/wan_cfg_models/Wan2.1-I2V-480P-cfg-blocks-fp8/",
+    "dit_quantized_ckpt": "/path/to/Wan2.1-I2V-480P-cfg-blocks-fp8/",
     "mm_config": {
-        "mm_type": "W-fp8-channel-sym-A-fp8-channel-sym-dynamic-Vllm"
+        "mm_type": "W-fp8-channel-sym-A-fp8-channel-sym-dynamic-Vllm",
+        "weight_auto_quant": false
     },
     "t5_quantized": true,
-    "t5_quantized_ckpt": "/wan_cfg_models/models_t5_umt5-xxl-enc-int8.pth",
+    "t5_quantized_ckpt": "/path/to/models_t5_umt5-xxl-enc-int8.pth",
     "t5_quant_scheme": "int8",
     "clip_quantized": true,
-    "clip_quantized_ckpt": "/wan_cfg_models/clip-int8.pth",
+    "clip_quantized_ckpt": "/path/to/clip-int8.pth",
     "clip_quant_scheme": "int8",
     "use_tiling_vae": true,
     "tiny_vae": true,
-    "tiny_vae_path": "/mnt/afs_2/gushiqiao/x2v_models/taew2_1.pth",
+    "tiny_vae_path": "/path/to/taew2_1.pth",
     "lazy_load": true,
     "feature_caching": "Tea",
     "coefficients": [

configs/offload/disk/wan_i2v_phase_lazy_load_720p.json

+{
+    "infer_steps": 40,
+    "target_video_length": 81,
+    "target_height": 1280,
+    "target_width": 720,
+    "attention_type": "sage_attn2",
+    "seed": 42,
+    "sample_guide_scale": 5,
+    "sample_shift": 5,
+    "enable_cfg": false,
+    "cpu_offload": true,
+    "offload_granularity": "phase",
+    "t5_offload_granularity": "block",
+    "dit_quantized_ckpt": "/path/to/Wan2.1-I2V-480P-cfg-blocks-fp8/",
+    "mm_config": {
+        "mm_type": "W-fp8-channel-sym-A-fp8-channel-sym-dynamic-Vllm",
+        "weight_auto_quant": false
+    },
+    "t5_quantized": true,
+    "t5_quantized_ckpt": "/path/to/models_t5_umt5-xxl-enc-int8.pth",
+    "t5_quant_scheme": "int8",
+    "clip_quantized": true,
+    "clip_quantized_ckpt": "/path/to/clip-int8.pth",
+    "clip_quant_scheme": "int8",
+    "use_tiling_vae": true,
+    "tiny_vae": true,
+    "tiny_vae_path": "/path/to/taew2_1.pth",
+    "lazy_load": true,
+    "feature_caching": "Tea",
+    "coefficients": [
+        [8.10705460e03, 2.13393892e03, -3.72934672e02, 1.66203073e01, -4.17769401e-02],
+        [-114.36346466, 65.26524496, -18.82220707, 4.91518089, -0.23412683]
+    ],
+    "use_ret_steps": true,
+    "teacache_thresh": 0.26
+}

configs/offload/phase/readme.md

+## TODO