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+{
+  "timestamp": "2026-04-30T15:46:39.211785",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_000_seed_42_A crystal-clear glass ball begins its journey acro.mp4",
+  "arguments": {
+    "prompt": "A crystal-clear glass ball begins its journey across a polished wooden tabletop, reflecting the ambient light and casting delicate shadows. The camera remains fixed, capturing the ball's gentle, mesmerizing roll. As it moves, the ball's surface mirrors the room's soft hues and subtle textures, creating a dynamic interplay of light and shadow. The tabletop's smooth grain enhances the ball's seamless glide, while the ambient sounds of a quiet room add to the tranquil atmosphere. The ball's path is unpredictable yet graceful, embodying a serene dance of motion and stillness in a harmonious setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
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+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_000_seed_42_A crystal-clear glass ball begins its journey acro.mp4",
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diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma_config.json
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+{
+  "timestamp": "2026-04-28T22:12:30.671408",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+  "arguments": {
+    "prompt": "This cinematic close-up shot focuses on a young man with a round, gentle face and dark, neatly combed hair. He is seated at what appears to be a wooden table. The camera is positioned at eye level, creating an intimate and personal perspective. He wears a cozy, brown knit sweater. The scene is bathed in soft, natural light that casts gentle shadows, suggesting a calm afternoon. His full attention is on the task at hand: peeling a vibrant red apple. He holds the apple in his left hand and a small, silver paring knife in his right. With practiced, deliberate movements, he guides the blade just under the skin, carving off a single, unbroken peel that begins to curl downwards. His expression is one of serene focus, his brow slightly furrowed in concentration. The background is softly out of focus, hinting at a simple, rustic kitchen setting, ensuring the viewer's attention remains on the man and the simple, satisfying act of peeling the apple.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
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+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7272,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
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+  }
+}
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diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_310_A polished metal ball gleaming under soft ambient_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_310_A polished metal ball gleaming under soft ambient_config.json
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+{
+  "timestamp": "2026-04-30T19:17:42.062160",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_310_A polished metal ball gleaming under soft ambient.mp4",
+  "arguments": {
+    "prompt": "A polished metal ball, gleaming under soft ambient lighting, begins its journey across a sleek, dark wooden tabletop. The camera remains fixed, capturing the ball's smooth, deliberate motion as it glides effortlessly, reflecting the room's subtle hues. The tabletop's surface, impeccably smooth, allows the ball to maintain a steady, unbroken path, creating a mesmerizing dance of light and shadow. As the ball rolls, its metallic surface mirrors the surroundings, offering fleeting glimpses of the room's decor. The gentle sound of the ball's movement adds a rhythmic element, enhancing the serene, captivating atmosphere of the scene.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
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+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_310_A polished metal ball gleaming under soft ambient.mp4",
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+  }
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diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow_config.json
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+{
+  "timestamp": "2026-04-28T22:14:28.555052",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tranquil, sun-drenched meadow in the late afternoon. An eye-level full shot frames Isaac Newton, a man with long hair dressed in simple 17th-century clothing, sitting at the base of a large, gnarled apple tree. He leans against the trunk, positioned according to the rule of thirds, creating a sense of balance and space. Dappled sunlight streams through the leafy canopy, casting soft, moving shadows on the ground. Newton is completely absorbed in thought, his gaze distant and unfocused. A gentle breeze rustles the leaves. High above him, a ripe red apple loosens from its stem. It drops silently at first, then lands with a distinct 'thump' on top of Newton's head. He flinches, startled out of his deep thoughts, and instinctively raises a hand to the point of impact. His eyes dart upwards towards the branches, then scan the ground around him. He spots the offending red apple lying in the grass. His initial annoyance gives way to curiosity as he reaches down, picks it up, and holds it in his palm. He turns it over, examining it, and his expression slowly transforms into one of profound, dawning realization, the genesis of a revolutionary idea.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
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+    "seed": 862,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow.mp4",
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diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_930_A polished metal ball gleaming under soft ambient_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_930_A polished metal ball gleaming under soft ambient_config.json
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+{
+  "timestamp": "2026-04-30T12:20:07.391484",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_930_A polished metal ball gleaming under soft ambient.mp4",
+  "arguments": {
+    "prompt": "A polished metal ball, gleaming under soft ambient lighting, begins its journey across a sleek, dark wooden tabletop. The camera remains fixed, capturing the ball's smooth, deliberate motion as it glides effortlessly, reflecting the room's subtle hues. The tabletop's surface, impeccably smooth, allows the ball to maintain a steady, unbroken path, creating a mesmerizing dance of light and shadow. As the ball rolls, its metallic surface mirrors the surroundings, offering fleeting glimpses of the room's decor. The gentle sound of the ball's movement adds a rhythmic element, enhancing the serene, captivating atmosphere of the scene.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
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+    "video_length": 121,
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+    "cfg_distilled": false,
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+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_001_seed_930_A polished metal ball gleaming under soft ambient.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_42_In a sleek modern office with glass walls and mini_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_42_In a sleek modern office with glass walls and mini_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..10d570ce26751a129f06d9e8117b7b106f7d5c24
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_42_In a sleek modern office with glass walls and mini_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:50:40.471023",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_42_In a sleek modern office with glass walls and mini.mp4",
+  "arguments": {
+    "prompt": "In a sleek, modern office with glass walls and minimalist decor, two men stand facing each other, their expressions radiating warmth and camaraderie. One man, wearing a tailored navy suit with a crisp white shirt, extends his hand with a genuine smile. The other, dressed in a charcoal blazer and light blue shirt, reciprocates the gesture, their hands meeting in a firm, enthusiastic handshake. Sunlight streams through large windows, casting a soft glow on the polished wooden floor and contemporary furniture. The atmosphere is one of mutual respect and shared success, captured in this moment of professional connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_42_In a sleek modern office with glass walls and mini.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..61d3fb8e60ad2a142b7793fcabb168e636343dca
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:16:26.561787",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight, eye-level close-up of an older, white-haired chef in a professional kitchen. His face, etched with lines of fatigue, is illuminated by a single source of side lighting, casting deep shadows that accentuate his somber mood. He is wearing a traditional white chef's jacket, slightly unbuttoned at the collar. In his right hand, he holds a stainless steel tasting spoon containing a small amount of a dark sauce. He brings the spoon to his mouth, his movements deliberate and practiced. He closes his eyes as he tastes the contents, his brow furrowing slightly. A moment of stillness hangs in the air before his expression shifts to one of clear, deep-seated disappointment. His lips press into a thin line. He lowers the spoon, his gaze directed downwards and off-camera, as if lost in thought. He then begins to shake his head slowly and deliberately from side to side, a non-verbal confirmation that the dish is not right. The background is a soft-focus blur of a sterile, industrial kitchen environment, with the metallic sheen of stainless steel surfaces and the dark shapes of hanging pots and pans barely discernible, isolating the chef in his moment of quiet professional grief.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5392,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_310_A couple strolls hand in hand down a bustling city_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_310_A couple strolls hand in hand down a bustling city_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2d9f1313cdb138432954bd94bbbc899533f887b
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_310_A couple strolls hand in hand down a bustling city_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:21:40.914023",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_310_A couple strolls hand in hand down a bustling city.mp4",
+  "arguments": {
+    "prompt": "A couple strolls hand in hand down a bustling city street, their fingers intertwined, embodying a sense of unity and affection. The man, wearing a navy coat and jeans, walks confidently beside the woman, who is dressed in a stylish red trench coat and black boots. The street is alive with the sounds of distant traffic and the chatter of passersby, while the couple remains in their own world, exchanging smiles and glances. The static camera captures their every step, as they navigate the urban landscape, framed by towering buildings and vibrant storefronts, under a sky painted with the warm hues of a setting sun.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_310_A couple strolls hand in hand down a bustling city.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_42_A couple strolls hand in hand down a bustling city_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_42_A couple strolls hand in hand down a bustling city_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef137c65ee2c2a98a57283e69ad1d3f318d55f85
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_42_A couple strolls hand in hand down a bustling city_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:52:40.128985",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_42_A couple strolls hand in hand down a bustling city.mp4",
+  "arguments": {
+    "prompt": "A couple strolls hand in hand down a bustling city street, their fingers intertwined, embodying a sense of unity and affection. The man, wearing a navy coat and jeans, walks confidently beside the woman, who is dressed in a stylish red trench coat and black boots. The street is alive with the sounds of distant traffic and the chatter of passersby, while the couple remains in their own world, exchanging smiles and glances. The static camera captures their every step, as they navigate the urban landscape, framed by towering buildings and vibrant storefronts, under a sky painted with the warm hues of a setting sun.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_42_A couple strolls hand in hand down a bustling city.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd437b3217c181756338500d1f88263657f556bd
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:18:24.509828",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight close-up of a blond man in his late 30s, his face partially illuminated by a single, harsh light source from the right, creating a dramatic chiaroscuro effect. The background is a dark, indistinct blur, suggesting a private study or office at night. Initially, his expression is neutral, perhaps listening to something off-screen. A subtle flicker of understanding crosses his features, followed by a wave of disbelief. His blue eyes widen for a moment, and his brow furrows. Then, the transformation begins. His skin seems to pale, taking on a livid, almost greyish hue under the cool light. His nostrils flare, and he draws a sharp, silent breath. His jaw clenches so tightly that a muscle bulges along his cheek. His gaze becomes a hard, piercing stare, fixed on an unseen point. His hands, which were out of frame, slowly rise into view. We see the fingers curl inward, one by one, until both hands are balled into powerful, white-knuckled fists. The veins on the back of his hands stand out, and the fists tremble with suppressed rage. He remains frozen in this state of potent, silent fury, a portrait of anger about to boil over.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5193,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_930_A couple strolls hand in hand down a bustling city_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_930_A couple strolls hand in hand down a bustling city_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..835bd4dcab14a8433a2a4b20dabcf7fc677409ed
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_930_A couple strolls hand in hand down a bustling city_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:24:05.509277",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_930_A couple strolls hand in hand down a bustling city.mp4",
+  "arguments": {
+    "prompt": "A couple strolls hand in hand down a bustling city street, their fingers intertwined, embodying a sense of unity and affection. The man, wearing a navy coat and jeans, walks confidently beside the woman, who is dressed in a stylish red trench coat and black boots. The street is alive with the sounds of distant traffic and the chatter of passersby, while the couple remains in their own world, exchanging smiles and glances. The static camera captures their every step, as they navigate the urban landscape, framed by towering buildings and vibrant storefronts, under a sky painted with the warm hues of a setting sun.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_003_seed_930_A couple strolls hand in hand down a bustling city.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_005_seed_930_The video begins with a rapid zoom towards a vibra_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_005_seed_930_The video begins with a rapid zoom towards a vibra_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..c44db875d9d665f8d03b9858b83ab471e37489c6
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_005_seed_930_The video begins with a rapid zoom towards a vibra_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:28:03.534435",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_005_seed_930_The video begins with a rapid zoom towards a vibra.mp4",
+  "arguments": {
+    "prompt": "The video begins with a rapid zoom towards a vibrant red rose, its petals glistening with morning dew under soft sunlight. As the camera closes in, the intricate details of the petals become visible, revealing their velvety texture and delicate, layered structure. The rich crimson hue of the petals contrasts beautifully with the subtle green of the surrounding leaves. The camera continues to zoom, capturing the gentle curves and natural patterns etched into each petal, highlighting the rose's elegance and complexity. The scene concludes with an intimate close-up of the rose's heart, showcasing the intricate beauty of nature.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_005_seed_930_The video begins with a rapid zoom towards a vibra.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..125765b36f140dd9eb132cb0183237bdfc659bf9
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:58:38.279664",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat.mp4",
+  "arguments": {
+    "prompt": "An exhilarating FPV aerial shot captures the breathtaking panorama of snow-capped mountains, their majestic peaks glistening under the golden embrace of the morning sun. The camera swoops gracefully over the rugged terrain, revealing intricate patterns of shadows and light dancing across the pristine white snow. As the drone glides effortlessly through the crisp, clear air, the serene atmosphere envelops the scene, with the distant horizon painted in soft pastel hues. The tranquil silence of the mountains is palpable, broken only by the gentle whisper of the wind, creating a mesmerizing and peaceful visual symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..050d6391e59bf91c69ff9f1fa47ac59ae969385e
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:24:18.089482",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style.mp4",
+  "arguments": {
+    "prompt": "The scene is a tight close-up, rendered in a style reminiscent of a Da Vinci painting with its dramatic use of light and shadow. A petite woman is concealed within the suffocating confines of a dark closet. The composition adheres to the rule of thirds, placing her terrified face off-center. The only illumination is a stark, vertical sliver of light piercing the darkness from a door that is barely ajar. This side light carves her features out of the gloom, highlighting the sheen of tears in her wide-open eyes, the pale skin of her cheek, and the white knuckles of the hand she has clamped desperately over her mouth. Her body trembles violently and uncontrollably, a physical manifestation of her terror. She is trying to stifle any sound, her chest rising and falling in shallow, ragged breaths. The surrounding space is an abyss of black, with the faint outlines of hanging clothes creating a sense of being buried. The atmosphere is thick with dread and unbearable suspense, focusing entirely on her silent, petrified state.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 468,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_007_seed_930_A sleek black car glides smoothly along a winding_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_007_seed_930_A sleek black car glides smoothly along a winding_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..7429ca2bea325fd5c61a76456bdc09dbf0ef28d3
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_007_seed_930_A sleek black car glides smoothly along a winding_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:32:01.606024",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_007_seed_930_A sleek black car glides smoothly along a winding.mp4",
+  "arguments": {
+    "prompt": "A sleek black car glides smoothly along a winding coastal road, the camera capturing its every move with a handheld tracking shot. The sun casts a golden glow on the vehicle's polished surface, highlighting its aerodynamic design. As the car navigates sharp turns, the ocean waves crash against the rocky cliffs below, creating a dramatic backdrop. The camera follows closely, capturing the rhythmic motion of the wheels and the subtle reflections of the surrounding landscape on the car's glossy exterior. The scene conveys a sense of freedom and adventure, with the open road stretching endlessly ahead.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_007_seed_930_A sleek black car glides smoothly along a winding.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..cec56e11cf6d3833a614ad6925de267330125194
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:28:14.017837",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium long shot, capturing the full form of a graceful, fair-skinned European rhythmic gymnast in the center of a competition floor. She is illuminated by a powerful, bright spotlight that makes her sparkling, royal blue leotard glitter. Her blonde hair is tied back in a neat bun. In her hands, she expertly manipulates a long, shimmering silver ribbon, which swirls and dances around her in intricate, flowing patterns as she moves. She executes a series of complex maneuvers, including a high, arching leap followed by a perfectly controlled spin, her body a picture of elegance and strength. The camera, positioned at a slightly low angle, emphasizes the height of her jumps and the grandeur of her performance. The background is dark, but filled with the blurred shapes of a massive, seated audience. The sound of their thunderous applause and enthusiastic cheers is constant, underscoring the excitement of the event. The atmosphere is electric and triumphant, celebrating the athlete's incredible skill and artistry.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5580,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_930_From a high vantage point the camera captures a bu_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_930_From a high vantage point the camera captures a bu_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..e55aa686b5e19ab03c0bd68a09a8569ab8ef4743
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_930_From a high vantage point the camera captures a bu_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:34:00.719346",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_930_From a high vantage point the camera captures a bu.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the camera captures a bustling city street below, where pedestrians in colorful attire navigate the crosswalks, their movements synchronized like a choreographed dance. The soft, golden lighting of the late afternoon bathes the scene, casting long shadows and highlighting the vibrant hues of the cityscape. Cars glide smoothly along the road, their headlights twinkling like stars in the gentle light. The camera pans slowly, revealing a tapestry of urban life, where the rhythm of footsteps and the hum of traffic create a harmonious symphony, all under the warm embrace of the setting sun.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_008_seed_930_From a high vantage point the camera captures a bu.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_42_From a high vantage point the bustling street belo_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_42_From a high vantage point the bustling street belo_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..07d2eb01d04cdf6057ae2e548a1a64a163402866
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_42_From a high vantage point the bustling street belo_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:04:36.528930",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_42_From a high vantage point the bustling street belo.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the bustling street below is alive with activity, as pedestrians in colorful attire navigate the wide, sunlit avenue. The bright lighting casts sharp shadows, highlighting the diversity of people, from a woman in a red coat carrying shopping bags to a man in a business suit briskly walking. The scene captures the essence of urban life, with a cyclist weaving through the crowd and a street performer playing a lively tune on a saxophone. The vibrant energy is palpable, as the golden sunlight bathes the scene, creating a dynamic interplay of light and movement.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_42_From a high vantage point the bustling street belo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2822d504b867360db5dfc6d57d328d0f61ddac2
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:30:12.001131",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a stunning wide shot, filmed in slow motion from a low angle. Five children, a diverse group of boys and girls aged between six and ten, are running exuberantly across a vast field. The field is filled with tall, golden-yellow grass that sways gently in the breeze and reaches their waists. It's the golden hour, and the setting sun, positioned behind the children, creates a brilliant backlight. This light forms a radiant halo around their hair and outlines their bodies, separating them from the lush background. Dust motes and pollen kicked up by their running feet dance and sparkle in the sunbeams. The children are spread out, yet moving together as a group from right to left across the frame. Their faces are alight with pure joy; mouths are open in laughter, and their eyes are bright with excitement. One girl with long blonde pigtails leads the pack, looking back over her shoulder with a wide grin. A boy in a red t-shirt leaps playfully into the air. The slow-motion effect accentuates every detail: the bounce of their hair, the flowing fabric of their clothes, and the effortless grace of their youthful movements. The sky above is a soft, clear blue, providing a cool contrast to the warm tones of the field below. The atmosphere is overwhelmingly joyful, nostalgic, and evocative of the perfect, endless days of summer childhood.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 8324,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_930_From a high vantage point the bustling street belo_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_930_From a high vantage point the bustling street belo_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..550c062d400b8dbca477f54da7f0acf3dd5bd293
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_930_From a high vantage point the bustling street belo_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:35:59.694899",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_930_From a high vantage point the bustling street belo.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the bustling street below is alive with activity, as pedestrians in colorful attire navigate the wide, sunlit avenue. The bright lighting casts sharp shadows, highlighting the diversity of people, from a woman in a red coat carrying shopping bags to a man in a business suit briskly walking. The scene captures the essence of urban life, with a cyclist weaving through the crowd and a street performer playing a lively tune on a saxophone. The vibrant energy is palpable, as the golden sunlight bathes the scene, creating a dynamic interplay of light and movement.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_009_seed_930_From a high vantage point the bustling street belo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_010_seed_42_From a high vantage point the camera captures a bu_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_010_seed_42_From a high vantage point the camera captures a bu_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8b3b777dd9638a842484747cad3b380d3b398e8
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_010_seed_42_From a high vantage point the camera captures a bu_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:06:35.859116",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_010_seed_42_From a high vantage point the camera captures a bu.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the camera captures a bustling urban street scene at dusk, where pedestrians, clad in winter coats and scarves, navigate the wet pavement, their reflections shimmering in the dim, golden streetlights. The soft glow from nearby shop windows casts a warm hue, contrasting with the cool, misty air. Cars, with headlights on, move slowly, their tires splashing through shallow puddles. The atmosphere is serene yet lively, with the distant hum of city life and the occasional sound of footsteps echoing through the crisp evening air, creating a harmonious urban symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_010_seed_42_From a high vantage point the camera captures a bu.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_42_A stylish model stands confidently in front of a m_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_42_A stylish model stands confidently in front of a m_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc35863893f2d020ff5e073b6c41f24386a957e7
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_42_A stylish model stands confidently in front of a m_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:10:36.729600",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_42_A stylish model stands confidently in front of a m.mp4",
+  "arguments": {
+    "prompt": "A stylish model stands confidently in front of a minimalist backdrop, showcasing a dark blue denim jacket with a classic collar design. The jacket features gleaming metal buttons and two neatly stitched chest pockets, adding a touch of timeless elegance. The hem and cuffs exhibit a fashionable distressed look, with subtle fraying and fading that suggest a well-loved, vintage appeal. The model's poised stance and the jacket's tailored fit highlight its versatility and chic design. The camera captures the intricate details of the denim texture, emphasizing the jacket's unique character and contemporary style.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_42_A stylish model stands confidently in front of a m.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b0bfd782aeda190f0add1152b8296403153bf8b
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:36:06.262524",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema.mp4",
+  "arguments": {
+    "prompt": "The frame is filled entirely by the face of a female tourist in extreme distress. The shot is an unflinching extreme close-up at eye level, creating an intimate and unsettling connection with her struggle. She is breathing from a transparent oxygen mask strapped tightly to her face. Her lips, the focal point of the shot, are a deathly shade of blue-grey, a clear sign of cyanosis. They are painfully chapped, with dry skin peeling away, evidence of severe dehydration and exposure to harsh elements. With each ragged inhalation, her nostrils flare wide, the muscles in her face tensing with the sheer effort of drawing air into her lungs. A fine layer of frost and tiny ice crystals can be seen on her eyebrows and the wisps of hair escaping her fur-lined hood. The overcast natural light is stark and unforgiving, highlighting every raw texture on her skin and casting subtle, cold shadows. The background is a complete blur of white and grey, suggesting a snow-swept, high-altitude location without offering any distracting details. The only movement is the rhythmic, desperate pulse of her breathing.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 6951,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_42_A static camera captures a model standing confiden_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_42_A static camera captures a model standing confiden_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9dea8818e6b795246c2d57b60d2933c133ac9a3a
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_42_A static camera captures a model standing confiden_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:12:36.046045",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_42_A static camera captures a model standing confiden.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a model standing confidently, wearing a light gray cotton t-shirt that fits snugly, accentuating the natural contours of the body. The round neckline frames the collarbone elegantly, while the short sleeves offer a casual yet stylish look. The fabric's softness and breathability are evident, with subtle movements revealing its lightweight nature. Close-up shots highlight the meticulous stitching details along the seams, showcasing craftsmanship. The model's relaxed posture and serene expression emphasize the t-shirt's comfort, while the neutral background ensures the focus remains on the garment's texture and design.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_42_A static camera captures a model standing confiden.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_930_A static camera captures a model standing confiden_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_930_A static camera captures a model standing confiden_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bf3fcf9d2a00973a13f1b4c72c3077f456e753f
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_930_A static camera captures a model standing confiden_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:43:55.992681",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_930_A static camera captures a model standing confiden.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a model standing confidently, wearing a light gray cotton t-shirt that fits snugly, accentuating the natural contours of the body. The round neckline frames the collarbone elegantly, while the short sleeves offer a casual yet stylish look. The fabric's softness and breathability are evident, with subtle movements revealing its lightweight nature. Close-up shots highlight the meticulous stitching details along the seams, showcasing craftsmanship. The model's relaxed posture and serene expression emphasize the t-shirt's comfort, while the neutral background ensures the focus remains on the garment's texture and design.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_013_seed_930_A static camera captures a model standing confiden.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..d6f59cf198e6510c2040e9fe82f381d56a078cad
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:40:03.256463",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v.mp4",
+  "arguments": {
+    "prompt": "The shot opens with an extreme close-up, top-down view of the back of a human hand resting on a flat, neutral gray surface. A significant, fresh laceration is centered in the frame, its edges raw and red, with a slight glistening of blood. The surrounding skin is pale. The time-lapse sequence begins, and the visual transformation is immediate and dramatic. The raw edges of the wound visibly contract, pulling towards each other as if drawn by an invisible thread. The deep red color darkens as a scab rapidly forms over the cut, a process that happens in a blur of motion. Almost as soon as it appears, the dark scab begins to shrink and flake away, revealing a layer of new, pink, and delicate skin underneath. This new tissue quickly matures, its color evening out and blending seamlessly with the surrounding skin tone. The fine lines and texture of the skin reappear over the healed area. The entire healing cycle completes in a matter of seconds, leaving the hand looking perfectly smooth and unscarred, as if the injury never occurred. The lighting remains constant and clinical throughout, highlighting every detail of the accelerated biological process.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5313,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_015_seed_930_A man in a sleek black suit and polished shoes sta_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_015_seed_930_A man in a sleek black suit and polished shoes sta_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..659c80e3b6a76a8a91f7853afc04263345d74eec
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_015_seed_930_A man in a sleek black suit and polished shoes sta_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:47:53.706765",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_015_seed_930_A man in a sleek black suit and polished shoes sta.mp4",
+  "arguments": {
+    "prompt": "A man in a sleek black suit and polished shoes stands confidently in a minimalist, modern room with soft lighting. The camera captures his entire form, highlighting his poised stance and the subtle sheen of his attire. As he turns to his left, the fabric of his suit moves fluidly, emphasizing his graceful motion. He begins to walk with purpose across the polished wooden floor, his footsteps echoing softly in the serene space. The background features a large window with sheer curtains, allowing gentle natural light to filter through, casting a warm glow on his path.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_015_seed_930_A man in a sleek black suit and polished shoes sta.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_017_seed_930_A charming little girl wearing a bright yellow rai_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_017_seed_930_A charming little girl wearing a bright yellow rai_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..81bf366c02712aba01361415254bfbd09dbb363b
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_017_seed_930_A charming little girl wearing a bright yellow rai_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:51:53.063239",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_017_seed_930_A charming little girl wearing a bright yellow rai.mp4",
+  "arguments": {
+    "prompt": "A charming little girl, wearing a bright yellow raincoat and red boots, walks confidently down a bustling city street, holding a vibrant rainbow umbrella. Beside her, a small, fluffy white dog trots happily, its leash held firmly in her left hand. The street is lined with colorful storefronts and bustling pedestrians, creating a lively urban backdrop. The girl's joyful expression and the dog's playful demeanor add a sense of warmth and innocence to the scene. As they walk, the sun peeks through the clouds, casting a gentle glow on the wet pavement, enhancing the vibrant colors of the cityscape.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_017_seed_930_A charming little girl wearing a bright yellow rai.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_018_seed_930_A charming little girl wearing a bright yellow rai_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_018_seed_930_A charming little girl wearing a bright yellow rai_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc9c291b0413ec324d4464940938f71f18f448fa
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_018_seed_930_A charming little girl wearing a bright yellow rai_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:53:53.376136",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_018_seed_930_A charming little girl wearing a bright yellow rai.mp4",
+  "arguments": {
+    "prompt": "A charming little girl, wearing a bright yellow raincoat and red boots, strolls down a quaint cobblestone street, holding a colorful umbrella. Beside her, a small, fluffy white dog trots happily, its leash held loosely in her hand. The street is lined with blooming flower boxes and quaint shops, their windows displaying vibrant trinkets. The sky is overcast, hinting at a recent rain, with puddles reflecting the girl's joyful steps. As they walk, the girl's laughter fills the air, and the dog occasionally stops to sniff the ground, creating a heartwarming scene of companionship and adventure.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_018_seed_930_A charming little girl wearing a bright yellow rai.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_42_A static camera captures a charming scene of a lit_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_42_A static camera captures a charming scene of a lit_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7106cdcebea563e86539ff41f6078f5eecf338b
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_42_A static camera captures a charming scene of a lit_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:24:32.940341",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_42_A static camera captures a charming scene of a lit.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a charming scene of a little girl, wearing a bright yellow raincoat and red boots, walking down a quaint cobblestone street. Her curly hair bounces with each step as she follows a small, fluffy white dog trotting eagerly ahead. The street is lined with colorful, flower-filled window boxes and vintage lampposts, creating a picturesque, storybook setting. The girl's laughter echoes softly as the dog occasionally glances back, ensuring she keeps up. Sunlight filters through the leaves of overhanging trees, casting playful shadows on the ground, enhancing the whimsical atmosphere of their joyful stroll.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_42_A static camera captures a charming scene of a lit.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_930_A static camera captures a charming scene of a lit_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_930_A static camera captures a charming scene of a lit_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9d818f63cb11878ccc253259afdbb44a58967b5
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_930_A static camera captures a charming scene of a lit_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:55:53.939824",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_930_A static camera captures a charming scene of a lit.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a charming scene of a little girl, wearing a bright yellow raincoat and red boots, walking down a quaint cobblestone street. Her curly hair bounces with each step as she follows a small, fluffy white dog trotting eagerly ahead. The street is lined with colorful, flower-filled window boxes and vintage lampposts, creating a picturesque, storybook setting. The girl's laughter echoes softly as the dog occasionally glances back, ensuring she keeps up. Sunlight filters through the leaves of overhanging trees, casting playful shadows on the ground, enhancing the whimsical atmosphere of their joyful stroll.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_019_seed_930_A static camera captures a charming scene of a lit.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9929427c4de52db87822b6fa13e6bd370f49d48e
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:28:29.579069",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo.mp4",
+  "arguments": {
+    "prompt": "In a serene, sunlit wetland, a crocodile glides effortlessly through the shimmering water, its scales glistening under the warm sunlight. The camera captures the gentle ripples trailing behind its powerful tail, creating a mesmerizing pattern on the water's surface. Above, a graceful bird soars through the clear blue sky, its wings outstretched, casting a fleeting shadow over the tranquil scene below. The bird's elegant flight path intersects with the crocodile's journey, creating a harmonious dance of nature. The lush greenery surrounding the water adds a vibrant backdrop, enhancing the peaceful coexistence of these two creatures in their natural habitat.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_42_A close-up view reveals an elegantly set restauran_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_42_A close-up view reveals an elegantly set restauran_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..71e66e70fdb5a5c91615ec05e78c228bf5eb09bd
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_42_A close-up view reveals an elegantly set restauran_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:30:27.881614",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_42_A close-up view reveals an elegantly set restauran.mp4",
+  "arguments": {
+    "prompt": "A close-up view reveals an elegantly set restaurant table, adorned with an array of Western cuisine. The table features a perfectly cooked steak, glistening with a rich glaze, accompanied by a side of golden, crispy fries. Nearby, a fresh Caesar salad with vibrant green lettuce, crunchy croutons, and a sprinkle of Parmesan cheese adds a touch of color. A basket of warm, crusty bread sits beside a small dish of creamy butter. The scene is completed with a glass of deep red wine, its surface catching the ambient light, and a flickering candle casting a warm, inviting glow over the sumptuous feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_42_A close-up view reveals an elegantly set restauran.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..32b9399b555d34ec70f4be0527b539222eea9267
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:55:49.737976",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a high-angle, close-up shot, focusing intently on the cupped hands of a young, bald boy kneeling at the edge of a tranquil garden pond. The water is crystal clear, revealing smooth stones at the bottom. Inside his hands, cradled in a small pool of water, is a vibrant red koi fish, its scales shimmering in the soft, natural light that filters through the leaves of an unseen tree. The boy's fingers are gentle, holding the fish securely but without pressure. His face is out of focus in the background, but his posture suggests deep concentration and care. He slowly and deliberately lowers his hands, breaking the still surface of the pond. Water ripples outwards in concentric circles. For a brief moment, the koi remains in his open palms just below the surface before it senses its freedom. With a graceful flick of its tail, the fish propels itself forward, a flash of crimson disappearing into the murky green depths of the pond. The boy keeps his hands submerged for a second longer, watching it go, before slowly withdrawing them. Droplets of water fall from his fingertips back into the pond.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 9276,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_930_A close-up view reveals an elegantly set restauran_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_930_A close-up view reveals an elegantly set restauran_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a2713c8016009974047aaf82b5be21aae7c25c5
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_930_A close-up view reveals an elegantly set restauran_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:01:51.526332",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_930_A close-up view reveals an elegantly set restauran.mp4",
+  "arguments": {
+    "prompt": "A close-up view reveals an elegantly set restaurant table, adorned with an array of Western cuisine. The table features a perfectly cooked steak, glistening with a rich glaze, accompanied by a side of golden, crispy fries. Nearby, a fresh Caesar salad with vibrant green lettuce, crunchy croutons, and a sprinkle of Parmesan cheese adds a touch of color. A basket of warm, crusty bread sits beside a small dish of creamy butter. The scene is completed with a glass of deep red wine, its surface catching the ambient light, and a flickering candle casting a warm, inviting glow over the sumptuous feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_022_seed_930_A close-up view reveals an elegantly set restauran.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..af9339a8f425c1d4c3b5c84c34744c0750dfe401
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:34:26.061938",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+  "arguments": {
+    "prompt": "A close-up shot reveals a vibrant plate of Kung Pao Chicken, where tender chicken pieces glisten with a glossy, savory sauce. The dish is adorned with crunchy peanuts, vibrant red and green bell peppers, and fiery red chilies, all nestled atop a bed of fluffy white rice. Wisps of steam rise gently from the plate, carrying the tantalizing aroma of garlic, ginger, and soy sauce. The rich, spicy glaze clings to each ingredient, promising a delightful burst of flavor. The scene captures the essence of a freshly prepared, mouthwatering meal, inviting viewers to savor its deliciousness.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f75348226af1b9e4fe95a53571efd370593ff60
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T22:59:47.162268",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium close-up on a man in his late forties, his face framed by a thick, unkempt beard. He is seated in what appears to be a dark study, though the background is mostly lost to shadow. The shot is rendered in a stark, high-contrast monochrome, reminiscent of film noir. A single, harsh key light illuminates the right side of his face, casting the left side in deep shadow and accentuating the sweat on his brow and the frantic look in his eyes. He is wearing a dark, woolen sweater. In his hands, he clutches a thick, hardbound book. His knuckles are white. For a moment, he stares down at the book, his chest heaving with ragged breaths. Then, with a sudden, explosive movement, he lets out a silent scream of pure rage and begins to tear at the cover. The sound of ripping cardboard and paper fills the silence. He savagely pulls the spine from the binding, then begins ripping out handfuls of pages, his movements frantic and uncontrolled. The white pages flutter down around him, stark against the surrounding darkness. He doesn't stop until the book is completely destroyed, a mangled ruin of paper and glue in his trembling hands. He then lets the remnants fall from his grasp, his head slumping forward in exhaustion and despair.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7851,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..21912e4cdc40f8d633ca96a1b00743aa82c07d1d
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T23:03:43.410271",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of.mp4",
+  "arguments": {
+    "prompt": "An eye-level, medium-wide shot captures a moment of serene harmony in a quiet park at dusk. A middle-aged Caucasian man and an Asian woman are practicing yoga together on the lush green grass. The setting sun, low on the horizon, bathes the scene in a warm, golden light, backlighting the pair and casting long shadows. They are positioned symmetrically, mirroring each other in the Warrior II (Virabhadrasana II) pose. The man, on the left, wears a grey t-shirt and black shorts. The woman, on the right, is in a teal tank top and dark leggings, her dark hair pulled into a neat ponytail. Their focus is palpable as they hold the pose, their bodies strong and steady. In the background, tall, leafy trees frame the scene, their leaves gently rustling in a soft evening breeze. After a moment of stillness, they gracefully transition in unison, lowering their arms and stepping their feet together, preparing for the next sequence, their movements fluid and synchronized, embodying a deep sense of peace and connection.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 2749,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_029_seed_191_The shot opens on a medium frame of a young baller_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_029_seed_191_The shot opens on a medium frame of a young baller_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3de222262f9b0e1da1b37be97846a95af742db3b
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_029_seed_191_The shot opens on a medium frame of a young baller_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T23:09:37.181894",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_029_seed_191_The shot opens on a medium frame of a young baller.mp4",
+  "arguments": {
+    "prompt": "The shot opens on a medium frame of a young ballerina sitting on the worn, wooden edge of a vast, dark stage. She is isolated by a single, soft spotlight from above, which casts a gentle, ethereal glow on her and plunges the surrounding theater into deep, velvety shadow. She wears a classic white tutu, its delicate layers fanning out slightly around her, and her dark hair is pulled back in a tight, perfect bun. Her face, beautifully illuminated by the soft light, is a portrait of profound sadness; her eyes are downcast and glistening with unshed tears. Initially, her slender hands rest delicately on her lap, fingers intertwined. With a slow, deliberate, and almost heartbreakingly graceful movement, she lowers them to her sides, her fingertips eventually brushing against the rough surface of the stage floor. The action is imbued with a sense of finality and deep resignation. Following this, she gently brings her legs together, her pink pointe shoes, ribbons still perfectly tied, meeting with a soft, almost inaudible touch. She holds this final pose, her gaze directed slightly downwards, lost in her sorrowful thoughts. The stark contrast between the brightly lit, fragile figure and the cavernous darkness of the empty auditorium creates a powerful, palpable feeling of isolation and deep melancholy.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 191,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_029_seed_191_The shot opens on a medium frame of a young baller.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_2736_The scene opens on a medium shot of a teenage boy_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_2736_The scene opens on a medium shot of a teenage boy_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddcbdd012644149c4a7b4a54f137df20ad6a1469
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_2736_The scene opens on a medium shot of a teenage boy_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T23:11:35.243838",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_2736_The scene opens on a medium shot of a teenage boy.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium shot of a teenage boy sitting alone in a brightly lit coffee shop. He is positioned on the right third of the frame, wearing black-rimmed glasses and a forest green knit sweater. Sunlight from a large, clean window to his left casts a soft glow on his face and highlights the dust motes dancing in the air. In front of him, on a rustic wooden table, sits a white ceramic mug filled with coffee, a simple leaf pattern visible in the latte art. He slowly reaches out, wrapping both hands around the warmth of the mug. He lifts it to his lips, his eyes closing for a brief moment as he takes a sip. After savoring the taste, he gently lowers the mug back onto its saucer without a sound. He turns his head slightly, his gaze directed out the window, watching the world go by with a calm, contemplative expression. The background is softly blurred, showing the indistinct shapes of other patrons, hanging plants, and an exposed brick wall, creating a peaceful and introspective atmosphere.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 2736,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_2736_The scene opens on a medium shot of a teenage boy.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw004-flow-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_42_A static camera captures a seamless sequence as a_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_42_A static camera captures a seamless sequence as a_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..053a8129b011617aef9a9fff16499ac9c85cca47
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_42_A static camera captures a seamless sequence as a_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:46:21.020699",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_42_A static camera captures a seamless sequence as a.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a seamless sequence as a person enters a dimly lit room through a wooden door, their silhouette briefly outlined by the hallway light. The room, sparsely furnished with a vintage armchair and a small table, exudes an air of mystery. The person, wearing a long coat and a hat, moves with purpose across the creaky wooden floor, their footsteps echoing softly. They pause momentarily, glancing around as if searching for something unseen. Then, without hesitation, they proceed to the opposite side of the room, where a second door awaits. With a gentle push, they exit, leaving the room in its quiet solitude once more.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_42_A static camera captures a seamless sequence as a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_930_A static camera captures a seamless sequence as a_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_930_A static camera captures a seamless sequence as a_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..5af8d7b8d4812979650f57a39fc6ddabca0e6a32
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_930_A static camera captures a seamless sequence as a_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:17:46.254137",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_930_A static camera captures a seamless sequence as a.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a seamless sequence as a person enters a dimly lit room through a wooden door, their silhouette briefly outlined by the hallway light. The room, sparsely furnished with a vintage armchair and a small table, exudes an air of mystery. The person, wearing a long coat and a hat, moves with purpose across the creaky wooden floor, their footsteps echoing softly. They pause momentarily, glancing around as if searching for something unseen. Then, without hesitation, they proceed to the opposite side of the room, where a second door awaits. With a gentle push, they exit, leaving the room in its quiet solitude once more.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_030_seed_930_A static camera captures a seamless sequence as a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_031_seed_42_The camera zooms in on nimble fingers deftly assem_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_031_seed_42_The camera zooms in on nimble fingers deftly assem_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..78eafa3274f1666f68e5ddd8a3cccf65ab3b9c14
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_031_seed_42_The camera zooms in on nimble fingers deftly assem_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:48:20.347280",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_031_seed_42_The camera zooms in on nimble fingers deftly assem.mp4",
+  "arguments": {
+    "prompt": "The camera zooms in on nimble fingers deftly assembling a complex mechanical model, each piece clicking into place with precision. The character's hands, steady and skilled, move swiftly, showcasing their expertise and focus. The camera captures the intricate details of gears and components being expertly aligned, the soft clinking sounds adding to the intensity. As the model takes shape, the hands work in perfect harmony, a dance of dexterity and speed. Finally, the camera pulls back to reveal the completed model, a masterpiece of engineering, gleaming under the soft light, symbolizing the culmination of meticulous craftsmanship.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_031_seed_42_The camera zooms in on nimble fingers deftly assem.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_42_A charming Korean male star dressed in a casual wh_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_42_A charming Korean male star dressed in a casual wh_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ce1d6ff706a5ea11074b9d9b08024340c2ef3cd
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_42_A charming Korean male star dressed in a casual wh_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:50:19.654769",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_42_A charming Korean male star dressed in a casual wh.mp4",
+  "arguments": {
+    "prompt": "A charming Korean male star, dressed in a casual white t-shirt and jeans, stands in a sun-dappled forest clearing, surrounded by towering trees and vibrant greenery. He carefully prepares sushi on a rustic wooden table, his hands skillfully crafting each roll with precision and grace. The sunlight filters through the leaves, casting playful shadows on his focused expression. Nearby, a gentle stream babbles, adding a serene soundtrack to the scene. As he finishes, he presents the sushi with a warm smile, the forest's natural beauty enhancing the delightful culinary moment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_42_A charming Korean male star dressed in a casual wh.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_930_A charming Korean male star dressed in a casual wh_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_930_A charming Korean male star dressed in a casual wh_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..e664c8953a93f7755dac57909e9b71ef1ab66b4c
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_930_A charming Korean male star dressed in a casual wh_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:21:43.952391",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_930_A charming Korean male star dressed in a casual wh.mp4",
+  "arguments": {
+    "prompt": "A charming Korean male star, dressed in a casual white t-shirt and jeans, stands in a sun-dappled forest clearing, surrounded by towering trees and vibrant greenery. He carefully prepares sushi on a rustic wooden table, his hands skillfully crafting each roll with precision and grace. The sunlight filters through the leaves, casting playful shadows on his focused expression. Nearby, a gentle stream babbles, adding a serene soundtrack to the scene. As he finishes, he presents the sushi with a warm smile, the forest's natural beauty enhancing the delightful culinary moment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_032_seed_930_A charming Korean male star dressed in a casual wh.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_033_seed_42_A charming Japanese actress wearing a pastel pink_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_033_seed_42_A charming Japanese actress wearing a pastel pink_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..080a2d682596ef0f9c7fcf7bc2f6f86239d8b160
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_033_seed_42_A charming Japanese actress wearing a pastel pink_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:52:18.831773",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_033_seed_42_A charming Japanese actress wearing a pastel pink.mp4",
+  "arguments": {
+    "prompt": "A charming Japanese actress, wearing a pastel pink apron over a casual white blouse, stands in her cozy, warmly-lit room, surrounded by an array of colorful ingredients and traditional cooking utensils. Her room, adorned with delicate cherry blossom decorations and soft, ambient lighting, creates an inviting atmosphere. She skillfully chops fresh vegetables on a wooden cutting board, her expression focused yet joyful. The camera captures her graceful movements as she stirs a simmering pot on a small stove, the aroma of her culinary creation filling the air. Her gentle smile and the serene setting reflect a harmonious blend of tradition and modernity.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_033_seed_42_A charming Japanese actress wearing a pastel pink.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_034_seed_930_A vibrant group of Caribbean dancers adorned in da_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_034_seed_930_A vibrant group of Caribbean dancers adorned in da_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f70b274e432a04757fe6c8b9d66e6548d330069
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_034_seed_930_A vibrant group of Caribbean dancers adorned in da_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:25:42.269136",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_034_seed_930_A vibrant group of Caribbean dancers adorned in da.mp4",
+  "arguments": {
+    "prompt": "A vibrant group of Caribbean dancers, adorned in dazzling costumes bursting with feathers and sequins, captivates the carnival crowd. The camera captures their every move, following the rhythmic sway of their hips and the intricate footwork that matches the pulsating beats of lively calypso music. Their costumes shimmer under the bright sunlight, with hues of turquoise, magenta, and gold creating a kaleidoscope of color. The dancers' expressions are joyous and infectious, their energy palpable as they twirl and leap, feathers fluttering with each movement. The scene is alive with the sounds of steel drums and cheering spectators, encapsulating the essence of Caribbean celebration.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_034_seed_930_A vibrant group of Caribbean dancers adorned in da.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..765f2ba6f5a6ebfc936b8bbeb281ac5ed408596f
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:56:17.402094",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li.mp4",
+  "arguments": {
+    "prompt": "A joyful Chinese family gathers in a warmly lit living room adorned with vibrant red lanterns and intricate paper decorations, symbolizing prosperity and good fortune. The camera captures the moment they sit around a beautifully set table, sharing a sumptuous Lunar New Year feast featuring a golden-brown turkey, symbolizing abundance. The family members, dressed in traditional attire, exchange red envelopes filled with lucky money, their faces glowing with happiness and laughter. The room is filled with the aroma of delicious dishes, and the soft glow of lanterns casts a festive ambiance, enhancing the warmth and togetherness of this cherished celebration.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_930_A joyful Chinese family gathers in a warmly lit li_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_930_A joyful Chinese family gathers in a warmly lit li_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0d42d67fa534e6eb5154e5c9b4ac7b3577777eb
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_930_A joyful Chinese family gathers in a warmly lit li_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:27:42.884901",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_930_A joyful Chinese family gathers in a warmly lit li.mp4",
+  "arguments": {
+    "prompt": "A joyful Chinese family gathers in a warmly lit living room adorned with vibrant red lanterns and intricate paper decorations, symbolizing prosperity and good fortune. The camera captures the moment they sit around a beautifully set table, sharing a sumptuous Lunar New Year feast featuring a golden-brown turkey, symbolizing abundance. The family members, dressed in traditional attire, exchange red envelopes filled with lucky money, their faces glowing with happiness and laughter. The room is filled with the aroma of delicious dishes, and the soft glow of lanterns casts a festive ambiance, enhancing the warmth and togetherness of this cherished celebration.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_035_seed_930_A joyful Chinese family gathers in a warmly lit li.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_036_seed_42_A majestic Maasai warrior stands tall on the sunli_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_036_seed_42_A majestic Maasai warrior stands tall on the sunli_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..486837d4540baa4135c36a86614ce2540208c47a
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_036_seed_42_A majestic Maasai warrior stands tall on the sunli_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:58:16.702750",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_036_seed_42_A majestic Maasai warrior stands tall on the sunli.mp4",
+  "arguments": {
+    "prompt": "A majestic Maasai warrior stands tall on the sunlit savannah, his vibrant red shuka draped elegantly over his shoulder, contrasting with the golden grasses. In his hand, he holds a finely crafted spear, symbolizing strength and tradition. The camera captures the intricate details of his beaded jewelry, each piece telling a story of heritage and identity, with colorful beads forming patterns around his neck and wrists. His expression is one of pride and resilience, eyes scanning the horizon. Behind him, the vast landscape stretches endlessly, dotted with acacia trees under a brilliant blue sky, embodying the timeless beauty of the African plains.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_036_seed_42_A majestic Maasai warrior stands tall on the sunli.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_039_seed_930_A warm inviting scene unfolds as a Latin American_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_039_seed_930_A warm inviting scene unfolds as a Latin American_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f77129a856077a23b074dfae6d2db4db81ef72da
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_039_seed_930_A warm inviting scene unfolds as a Latin American_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:35:42.689142",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_039_seed_930_A warm inviting scene unfolds as a Latin American.mp4",
+  "arguments": {
+    "prompt": "A warm, inviting scene unfolds as a Latin American family gathers around a rustic wooden table, adorned with vibrant, handwoven textiles. The camera pans slowly, capturing the colorful array of traditional dishes: steaming tamales wrapped in corn husks, a fragrant pot of arroz con pollo, and a platter of empanadas. The family, dressed in casual, colorful attire, engages in animated conversation, their laughter and lively chatter filling the air. The camera lingers on the grandmother, her eyes twinkling as she shares a story, while children eagerly reach for a bowl of fresh guacamole. The room is filled with the aroma of spices, and the warm glow of candlelight enhances the cozy, familial atmosphere.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_039_seed_930_A warm inviting scene unfolds as a Latin American.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_42_A lively group of South Asian women adorned in vib_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_42_A lively group of South Asian women adorned in vib_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c6f50f787f2b1b281f0a47b25c87ff5c76d567b
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_42_A lively group of South Asian women adorned in vib_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:08:13.424713",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_42_A lively group of South Asian women adorned in vib.mp4",
+  "arguments": {
+    "prompt": "A lively group of South Asian women, adorned in vibrant saris of red, gold, and emerald, gracefully perform a traditional dance at a bustling festival. The camera captures their synchronized movements, as their bangles jingle and anklets chime, creating a symphony of sound. The vivid colors of their outfits shimmer under the festival lights, enhancing the joyous atmosphere. Their expressions are a blend of concentration and joy, reflecting the cultural richness of the celebration. The background is filled with colorful decorations and a cheering crowd, adding to the festive ambiance and highlighting the beauty of their cultural heritage.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_42_A lively group of South Asian women adorned in vib.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_930_A lively group of South Asian women adorned in vib_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_930_A lively group of South Asian women adorned in vib_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7ec8e0b65452a338a0a5f1c59fedcabe472818a
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_930_A lively group of South Asian women adorned in vib_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:39:40.630128",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_930_A lively group of South Asian women adorned in vib.mp4",
+  "arguments": {
+    "prompt": "A lively group of South Asian women, adorned in vibrant saris of red, gold, and emerald, gracefully perform a traditional dance at a bustling festival. The camera captures their synchronized movements, as their bangles jingle and anklets chime, creating a symphony of sound. The vivid colors of their outfits shimmer under the festival lights, enhancing the joyous atmosphere. Their expressions are a blend of concentration and joy, reflecting the cultural richness of the celebration. The background is filled with colorful decorations and a cheering crowd, adding to the festive ambiance and highlighting the beauty of their cultural heritage.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_041_seed_930_A lively group of South Asian women adorned in vib.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_042_seed_42_A distinguished East Asian man with short black ha_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_042_seed_42_A distinguished East Asian man with short black ha_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..0506fbfa1eacbef92c2bb7bfc5e085672dc6bcc0
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_042_seed_42_A distinguished East Asian man with short black ha_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:10:12.655051",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_042_seed_42_A distinguished East Asian man with short black ha.mp4",
+  "arguments": {
+    "prompt": "A distinguished East Asian man with short black hair and sleek glasses stands against a muted background, wearing a tailored charcoal suit and a crisp white shirt. The camera captures the subtle nuances of his facial features, highlighting the sharpness of his jawline and the gentle curve of his lips. His eyes, framed by the elegant glasses, convey a depth of thoughtfulness and quiet confidence. The lighting softly accentuates the contours of his face, drawing attention to the intensity and warmth in his gaze. His expression, a blend of introspection and assurance, invites the viewer to ponder the stories behind his composed demeanor.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_042_seed_42_A distinguished East Asian man with short black ha.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_42_A striking close-up reveals an African woman with_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_42_A striking close-up reveals an African woman with_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..556445c9f4aae77b32f20ebb19a441dcd6b0cac5
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_42_A striking close-up reveals an African woman with_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:12:12.043022",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_42_A striking close-up reveals an African woman with.mp4",
+  "arguments": {
+    "prompt": "A striking close-up reveals an African woman with intricately braided hair adorned with colorful beads, each braid meticulously crafted, reflecting cultural heritage. Her vibrant attire, a kaleidoscope of patterns and colors, features bold geometric designs and rich textures, showcasing traditional craftsmanship. The camera captures the subtle sheen of her hair, highlighting the artistry in each braid. Her clothing, a tapestry of vivid hues, complements her radiant skin, while the intricate patterns tell stories of ancestral lineage. Her serene expression, framed by the elaborate braids and vibrant fabric, exudes grace and strength, embodying a timeless cultural legacy.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_42_A striking close-up reveals an African woman with.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_930_A striking close-up reveals an African woman with_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_930_A striking close-up reveals an African woman with_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7fcd20f12f01a7d70960f4ab0903b16777fe46f
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_930_A striking close-up reveals an African woman with_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:43:38.371462",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_930_A striking close-up reveals an African woman with.mp4",
+  "arguments": {
+    "prompt": "A striking close-up reveals an African woman with intricately braided hair adorned with colorful beads, each braid meticulously crafted, reflecting cultural heritage. Her vibrant attire, a kaleidoscope of patterns and colors, features bold geometric designs and rich textures, showcasing traditional craftsmanship. The camera captures the subtle sheen of her hair, highlighting the artistry in each braid. Her clothing, a tapestry of vivid hues, complements her radiant skin, while the intricate patterns tell stories of ancestral lineage. Her serene expression, framed by the elaborate braids and vibrant fabric, exudes grace and strength, embodying a timeless cultural legacy.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_043_seed_930_A striking close-up reveals an African woman with.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_045_seed_930_In a bustling city square amidst the vibrant energ_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_045_seed_930_In a bustling city square amidst the vibrant energ_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..95b8f2c4cc600ed6e7b365e84610d8189748d070
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_045_seed_930_In a bustling city square amidst the vibrant energ_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:47:36.230114",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_045_seed_930_In a bustling city square amidst the vibrant energ.mp4",
+  "arguments": {
+    "prompt": "In a bustling city square, amidst the vibrant energy of passersby, a man and woman lock eyes from across the cobblestone path. The camera captures the moment in high definition, focusing on the subtle nuances of their expressions. The man's eyes, a deep shade of brown, convey a sense of curiosity and warmth, while the woman's gaze, framed by her flowing auburn hair, reflects intrigue and a hint of a smile. The background blurs softly, emphasizing the silent conversation between them, as the golden afternoon light casts a gentle glow, highlighting the connection shared in that fleeting, yet profound, moment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_045_seed_930_In a bustling city square amidst the vibrant energ.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_047_seed_42_A woman with long flowing hair sprints through a s_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_047_seed_42_A woman with long flowing hair sprints through a s_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..b77ef2a1de736095f90e6eabedced2683ff82128
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_047_seed_42_A woman with long flowing hair sprints through a s_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:20:08.919945",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_047_seed_42_A woman with long flowing hair sprints through a s.mp4",
+  "arguments": {
+    "prompt": "A woman with long, flowing hair sprints through a sunlit meadow, her hair cascading and dancing wildly in the breeze, creating a mesmerizing visual symphony. The camera captures her from behind, focusing on the dynamic movement of her hair, which glistens under the golden sunlight. Her silhouette is framed by a backdrop of vibrant wildflowers and lush greenery, enhancing the sense of freedom and exhilaration. As she runs, the strands of her hair whip and flow with each stride, embodying the essence of untamed energy and the joy of movement in nature's embrace.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_047_seed_42_A woman with long flowing hair sprints through a s.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_048_seed_930_Amidst a nighttime deluge a solitary figure stride_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_048_seed_930_Amidst a nighttime deluge a solitary figure stride_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..b358aec2be4a3b692feadddf25aa387523d476a2
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_048_seed_930_Amidst a nighttime deluge a solitary figure stride_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:53:33.317739",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_048_seed_930_Amidst a nighttime deluge a solitary figure stride.mp4",
+  "arguments": {
+    "prompt": "Amidst a nighttime deluge, a solitary figure strides down a deserted street, their black trench coat drenched and clinging to their form, each step echoing in the rain-soaked silence. The camera captures the interplay between the coat's fabric and the relentless downpour, highlighting the glistening raindrops cascading off the material. Shifting focus, it reveals the character's wet hair plastered against their forehead, framing a face set with determination. The streetlights cast a dim glow, reflecting off puddles and creating a shimmering path. The scene conveys a sense of resilience and solitude, as the character moves with purpose through the storm.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_048_seed_930_Amidst a nighttime deluge a solitary figure stride.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_049_seed_42_In a serene softly lit room the camera remains fix_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_049_seed_42_In a serene softly lit room the camera remains fix_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8450ca3021699d529a4acd06b8d88b4fe3442f03
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_049_seed_42_In a serene softly lit room the camera remains fix_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:24:07.524108",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_049_seed_42_In a serene softly lit room the camera remains fix.mp4",
+  "arguments": {
+    "prompt": "In a serene, softly lit room, the camera remains fixed on a character's face, capturing the nuanced dance of emotions. Initially, their eyes sparkle with joy, lips curling into a genuine smile, radiating warmth and happiness. Suddenly, a shadow crosses their features; the smile fades, eyes glisten with unshed tears, and their brows furrow, reflecting deep sorrow. The transformation is swift yet profound, as if a cloud has passed over a sunlit landscape, leaving behind a poignant stillness. The background remains blurred, focusing solely on the character's expressive journey, highlighting the raw, human experience of fleeting emotions.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_049_seed_42_In a serene softly lit room the camera remains fix.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_050_seed_930_A character stands in a dimly lit room initially c_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_050_seed_930_A character stands in a dimly lit room initially c_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b9842d5b84085bef09333b0e44b5098941a163e
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_050_seed_930_A character stands in a dimly lit room initially c_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:57:32.601761",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_050_seed_930_A character stands in a dimly lit room initially c.mp4",
+  "arguments": {
+    "prompt": "A character stands in a dimly lit room, initially calm, when an unexpected sound startles them. Their eyes widen dramatically, and their mouth falls open in shock, capturing the essence of surprise. The camera swiftly zooms in, focusing on their expressive face, emphasizing the rapid shift from alarm to a more relaxed state. As the initial shock fades, their features soften, and a slight smile emerges, reflecting relief and understanding. The background remains blurred, ensuring the viewer's attention is solely on the character's vivid emotional journey, highlighted by the subtle play of light and shadow across their face.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_050_seed_930_A character stands in a dimly lit room initially c.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_052_seed_42_In a bustling city square two distinct groups conv_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_052_seed_42_In a bustling city square two distinct groups conv_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..37de181b1090e633bb5d4bf26fa857a7ad569e88
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_052_seed_42_In a bustling city square two distinct groups conv_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:30:05.606864",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_052_seed_42_In a bustling city square two distinct groups conv.mp4",
+  "arguments": {
+    "prompt": "In a bustling city square, two distinct groups converge, each representing opposing ideologies, their banners and placards vividly displaying their contrasting viewpoints. The air crackles with tension as passionate voices rise, echoing through the space. One group, clad in vibrant colors, advocates for progressive change, their expressions determined and hopeful. The other, dressed in more subdued tones, stands firm in their traditional beliefs, their faces resolute and unwavering. As they engage in a heated exchange, the atmosphere becomes charged, with onlookers gathering, some capturing the moment on their phones, while others watch intently, sensing the palpable energy of the confrontation.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_052_seed_42_In a bustling city square two distinct groups conv.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_054_seed_42_A charismatic public figure stands at a podium pas_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_054_seed_42_A charismatic public figure stands at a podium pas_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ecdda983f7bead7e2c4963f1b0d8349f6de2c93
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_054_seed_42_A charismatic public figure stands at a podium pas_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:34:04.266264",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_054_seed_42_A charismatic public figure stands at a podium pas.mp4",
+  "arguments": {
+    "prompt": "A charismatic public figure stands at a podium, passionately delivering a speech that echoes through a grand hall, their voice resonating with conviction. The camera captures the speaker's intense expression, emphasizing their fervor. As the speech unfolds, the lens shifts to the audience, revealing a spectrum of reactions: some listeners nod in agreement, their faces lit with inspiration, while others frown, arms crossed, displaying skepticism. A young woman wipes away tears, moved by the words, while an older man shakes his head in disapproval. The camera pans across the room, highlighting the palpable tension and division among the crowd, underscoring the speech's profound impact.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_054_seed_42_A charismatic public figure stands at a podium pas.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_055_seed_930_A young professional seated at a sleek desk in a m_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_055_seed_930_A young professional seated at a sleek desk in a m_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..99a129bdf14590606d71ec2d17f620228cf05a3d
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_055_seed_930_A young professional seated at a sleek desk in a m_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:07:31.526060",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_055_seed_930_A young professional seated at a sleek desk in a m.mp4",
+  "arguments": {
+    "prompt": "A young professional, seated at a sleek desk in a modern office, browses through digital files on a high-resolution monitor. The room is softly lit, with a large window offering a view of the city skyline. Suddenly, their eyes widen, and they lean closer to the screen, captivated by an unexpected discovery. The camera zooms in on their face, capturing the subtle shift from curiosity to astonishment. Their fingers hover over the keyboard, hesitating as they process the significance of the find. The ambient hum of the office fades, emphasizing the moment's gravity. Finally, they sit back, a mix of excitement and contemplation evident in their expression, as the city lights twinkle in the background.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_055_seed_930_A young professional seated at a sleek desk in a m.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_42_In a dimly lit conference room a diverse group of_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_42_In a dimly lit conference room a diverse group of_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..31a4872b32329cb27f12851ff30bd807952ef162
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_42_In a dimly lit conference room a diverse group of_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:42:01.724252",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_42_In a dimly lit conference room a diverse group of.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit conference room, a diverse group of individuals sits around a large, polished wooden table, each person deep in thought. The camera pans to a middle-aged woman with glasses, her brow furrowed, as she passionately argues her point, gesturing with her hands. Across from her, a young man in a suit leans back, arms crossed, listening intently, his expression skeptical. The camera shifts to an elderly gentleman, his eyes wise and contemplative, as he softly speaks, offering a historical perspective. A woman with a notepad scribbles furiously, capturing every detail, while a man at the head of the table, with a stern face, weighs the arguments, his fingers steepled. The atmosphere is tense, the stakes high, as each voice adds a layer of complexity to the decision at hand.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_42_In a dimly lit conference room a diverse group of.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_930_In a dimly lit conference room a diverse group of_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_930_In a dimly lit conference room a diverse group of_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e529d3963b098f588fbf0d333603e96239bf853
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_930_In a dimly lit conference room a diverse group of_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:13:28.952024",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_930_In a dimly lit conference room a diverse group of.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit conference room, a diverse group of individuals sits around a large, polished wooden table, each person deep in thought. The camera pans to a middle-aged woman with glasses, her brow furrowed, as she passionately argues her point, gesturing with her hands. Across from her, a young man in a suit leans back, arms crossed, listening intently, his expression skeptical. The camera shifts to an elderly gentleman, his eyes wise and contemplative, as he softly speaks, offering a historical perspective. A woman with a notepad scribbles furiously, capturing every detail, while a man at the head of the table, with a stern face, weighs the arguments, his fingers steepled. The atmosphere is tense, the stakes high, as each voice adds a layer of complexity to the decision at hand.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_058_seed_930_In a dimly lit conference room a diverse group of.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_063_seed_42_In a dimly lit laboratory filled with advanced equ_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_063_seed_42_In a dimly lit laboratory filled with advanced equ_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..94a8f5884c94b3dc801ce92b83658d17f2bf0331
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_063_seed_42_In a dimly lit laboratory filled with advanced equ_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:51:58.138997",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_063_seed_42_In a dimly lit laboratory filled with advanced equ.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit laboratory filled with advanced equipment, a scientist in a white lab coat meticulously records data, surrounded by monitors displaying vital signs of unaware human subjects. The camera pans to reveal the subjects, unconscious and connected to various machines, highlighting the clandestine nature of the experiments. The scientist's face, partially obscured by shadows, reflects a mix of determination and moral conflict. As the camera zooms in, ethical dilemmas become apparent through the scientist's hesitant glances at the subjects and the confidential files marked with red warnings. The atmosphere is tense, underscored by the hum of machinery, suggesting the potential consequences of these unauthorized experiments.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_063_seed_42_In a dimly lit laboratory filled with advanced equ.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_064_seed_930_In a dimly lit smoke-filled room a diverse group o_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_064_seed_930_In a dimly lit smoke-filled room a diverse group o_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..720687db5660525c4ba544c6195aa0a4196ef660
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_064_seed_930_In a dimly lit smoke-filled room a diverse group o_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:25:23.083256",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_064_seed_930_In a dimly lit smoke-filled room a diverse group o.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit, smoke-filled room, a diverse group of individuals huddles around a large table cluttered with blueprints, maps, and digital tablets, their faces illuminated by the soft glow of a single overhead lamp. The camera pans over their intense expressions, capturing the leader, a sharp-eyed woman in a tailored suit, outlining the heist's intricate details with precision. As they strategize, the camera zooms in on a young man, his brow furrowed, grappling with the moral implications of their plan. Tension mounts as they debate the risks and rewards, their voices a mix of excitement and apprehension. The scene shifts to a montage of their preparations, each member honing their skills, from hacking security systems to practicing stealth maneuvers. The camera lingers on their faces, revealing moments of doubt and resolve, as they confront the ethical dilemmas of their audacious scheme.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_064_seed_930_In a dimly lit smoke-filled room a diverse group o.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_066_seed_930_In a bustling school hallway two teenagers stand f_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_066_seed_930_In a bustling school hallway two teenagers stand f_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..d24f88ac59e5f08abcd064d03a233ab9fcf4317a
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_066_seed_930_In a bustling school hallway two teenagers stand f_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:29:21.214003",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_066_seed_930_In a bustling school hallway two teenagers stand f.mp4",
+  "arguments": {
+    "prompt": "In a bustling school hallway, two teenagers stand face-to-face, their expressions tense and voices raised, surrounded by lockers and students. The camera captures the intensity in their eyes, as one, wearing a red hoodie and jeans, gestures emphatically, while the other, in a black jacket and sneakers, clenches his fists. The scene escalates as they push each other, the crowd around them growing, some students watching with concern, others with excitement. The camera zooms in on their faces, highlighting the raw emotion and anger, as the confrontation turns physical, echoing the charged atmosphere of the school environment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_066_seed_930_In a bustling school hallway two teenagers stand f.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_068_seed_42_In a bustling metropolis the camera captures the h_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_068_seed_42_In a bustling metropolis the camera captures the h_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f91c1a4e819289e232446a74587dac610a39b05
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_068_seed_42_In a bustling metropolis the camera captures the h_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:01:56.358332",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_068_seed_42_In a bustling metropolis the camera captures the h.mp4",
+  "arguments": {
+    "prompt": "In a bustling metropolis, the camera captures the heart-pounding chaos as government forces engage in fierce clashes with armed rebels. Smoke billows from burning vehicles, casting a dark haze over the cityscape. Sirens wail in the distance, mingling with the sound of gunfire echoing through the streets. Citizens, faces etched with fear, scramble for safety, seeking refuge in alleyways and behind crumbling walls. The camera zooms in on a soldier, his uniform dusty and worn, as he communicates urgently through a radio. Nearby, a group of rebels, faces obscured by scarves, strategize amidst the rubble. The tension is palpable, with the city's iconic skyline silhouetted against the ominous glow of fires, painting a stark picture of turmoil and resilience.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_068_seed_42_In a bustling metropolis the camera captures the h.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_069_seed_42_A tense scene unfolds on a bustling urban street w_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_069_seed_42_A tense scene unfolds on a bustling urban street w_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d32b7fa035e8d248042a53a1271957096cf6164
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_069_seed_42_A tense scene unfolds on a bustling urban street w_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:03:55.815535",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_069_seed_42_A tense scene unfolds on a bustling urban street w.mp4",
+  "arguments": {
+    "prompt": "A tense scene unfolds on a bustling urban street, where a diverse group of individuals, identifiable by their traditional attire and cultural symbols, face an aggressive mob. The camera captures the chaotic energy as the crowd surges forward, their faces contorted with anger and hostility. The air is thick with tension, as shouts and cries echo through the narrow alleyways. The group, standing firm yet visibly anxious, attempts to shield themselves, their expressions a mix of fear and resilience. The camera pans to capture the raw emotion and intensity of the confrontation, highlighting the stark contrast between the aggressors and the targeted group, amidst the urban backdrop.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_069_seed_42_A tense scene unfolds on a bustling urban street w.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_071_seed_42_A meticulously crafted wooden toy ship glides effo_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_071_seed_42_A meticulously crafted wooden toy ship glides effo_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a08f0eaab5e4df143cb6b2019214ef520c01b658
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_071_seed_42_A meticulously crafted wooden toy ship glides effo_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:07:54.543531",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_071_seed_42_A meticulously crafted wooden toy ship glides effo.mp4",
+  "arguments": {
+    "prompt": "A meticulously crafted wooden toy ship glides effortlessly across a vibrant blue plush carpet, evoking the boundless imagination of childhood adventures. The camera zooms in to reveal the ship's intricate details: finely carved masts, delicate rigging, and tiny lifeboats, each element a testament to craftsmanship. As the ship sails, the soft carpet mimics gentle ocean waves, enhancing the illusion of a maritime journey. Sunlight streams through a nearby window, casting playful shadows and highlighting the ship's polished wood grain. The scene captures a moment of pure innocence, where dreams of exploration and discovery come alive in a child's world.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_071_seed_42_A meticulously crafted wooden toy ship glides effo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_074_seed_42_In a magnificent ballroom adorned with intricate g_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_074_seed_42_In a magnificent ballroom adorned with intricate g_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcd19117110a6b8fe3598e19195f53ec6dad2f74
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_074_seed_42_In a magnificent ballroom adorned with intricate g_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:13:52.584529",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_074_seed_42_In a magnificent ballroom adorned with intricate g.mp4",
+  "arguments": {
+    "prompt": "In a magnificent ballroom adorned with intricate gold moldings and rich velvet drapes, elegantly dressed guests in tuxedos and flowing gowns mingle and dance gracefully. The camera begins its slow ascent, capturing the shimmer of crystal glasses and the soft glow of candlelit tables. As it pans upward, the grandeur of the room unfolds, revealing a stunning chandelier, its crystals sparkling like stars, gently swaying above the polished marble dance floor. The opulent scene is further enhanced by the soft strains of a live orchestra, filling the air with a melody that complements the elegance and sophistication of the evening.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_074_seed_42_In a magnificent ballroom adorned with intricate g.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_42_In the dim light of dawn a delicate spiders web gl_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_42_In the dim light of dawn a delicate spiders web gl_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f0efc0e5584ee6fab2016213d48c8955fe37425
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_42_In the dim light of dawn a delicate spiders web gl_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:15:51.847301",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_42_In the dim light of dawn a delicate spiders web gl.mp4",
+  "arguments": {
+    "prompt": "In the dim light of dawn, a delicate spider's web glistens with dew, each droplet a miniature universe suspended in the intricate silk. As the camera zooms in, the droplets reveal swirling galaxies, vibrant with stars and colorful nebulae, creating a cosmic spectacle. The dark, moody background enhances the ethereal beauty of this natural wonder, as if the web itself is a portal to the cosmos. The gentle sway of the web in the breeze adds a sense of motion, making the galaxies appear alive, twinkling with the mysteries of the universe.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_42_In the dim light of dawn a delicate spiders web gl.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_930_In the dim light of dawn a delicate spiders web gl_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_930_In the dim light of dawn a delicate spiders web gl_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..1415c771104b0b240940c693140455ef92ac1187
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_930_In the dim light of dawn a delicate spiders web gl_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:47:14.569816",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_930_In the dim light of dawn a delicate spiders web gl.mp4",
+  "arguments": {
+    "prompt": "In the dim light of dawn, a delicate spider's web glistens with dew, each droplet a miniature universe suspended in the intricate silk. As the camera zooms in, the droplets reveal swirling galaxies, vibrant with stars and colorful nebulae, creating a cosmic spectacle. The dark, moody background enhances the ethereal beauty of this natural wonder, as if the web itself is a portal to the cosmos. The gentle sway of the web in the breeze adds a sense of motion, making the galaxies appear alive, twinkling with the mysteries of the universe.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_075_seed_930_In the dim light of dawn a delicate spiders web gl.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_076_seed_930_The camera soars above a lively medieval marketpla_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_076_seed_930_The camera soars above a lively medieval marketpla_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..69850d3b3c68d005b098e9f4c21d25df6adf1bc6
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_076_seed_930_The camera soars above a lively medieval marketpla_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:49:13.912240",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_076_seed_930_The camera soars above a lively medieval marketpla.mp4",
+  "arguments": {
+    "prompt": "The camera soars above a lively medieval marketplace, capturing vibrant stalls brimming with colorful fabrics, fresh produce, and handcrafted goods. Merchants in traditional garb enthusiastically barter with animated townsfolk, while children weave through the crowd, laughter echoing. The scene transitions smoothly, morphing into a bustling modern cityscape. Towering skyscrapers pierce the sky, their glass facades reflecting the vibrant hues of neon lights. The streets below teem with life, cars weaving through traffic, and pedestrians navigating the urban jungle. The juxtaposition of eras highlights the evolution of commerce and community, from quaint cobblestones to sleek, illuminated avenues.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_076_seed_930_The camera soars above a lively medieval marketpla.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_077_seed_930_A professional ballet dancer dressed in a flowing_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_077_seed_930_A professional ballet dancer dressed in a flowing_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..575e8d757e3f93b93b7ecfea26b16c7eb681b39f
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_077_seed_930_A professional ballet dancer dressed in a flowing_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:51:13.205988",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_077_seed_930_A professional ballet dancer dressed in a flowing.mp4",
+  "arguments": {
+    "prompt": "A professional ballet dancer, dressed in a flowing white leotard and delicate pink ballet slippers, performs a breathtaking grand jeté across a sunlit studio. Her elegant form is silhouetted against the large windows, through which golden sunlight streams, casting long shadows on the polished wooden floor. The camera captures her mid-air, her arms gracefully extended, and her expression serene and focused. Her hair is pulled back into a neat bun, emphasizing the fluidity and precision of her movements. The studio's airy ambiance, with its high ceilings and minimalist decor, enhances the ethereal quality of her performance, highlighting the dancer's grace and strength.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_077_seed_930_A professional ballet dancer dressed in a flowing.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_078_seed_42_A sprawling Martian cityscape unfolds under a crim_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_078_seed_42_A sprawling Martian cityscape unfolds under a crim_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8db6154b9467200311b6c92fa147c8d0c4abf13
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_078_seed_42_A sprawling Martian cityscape unfolds under a crim_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:21:49.874813",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_078_seed_42_A sprawling Martian cityscape unfolds under a crim.mp4",
+  "arguments": {
+    "prompt": "A sprawling Martian cityscape unfolds under a crimson sky, where sleek flying cars zip through neon-lit avenues, casting vibrant reflections on the metallic surfaces below. The camera glides through this bustling metropolis, capturing the intricate dance of vehicles weaving between towering structures. As it zooms in, a colossal skyscraper emerges, its facade adorned with dynamic holographic advertisements that flicker and shift, showcasing interstellar products and services. The building's glassy exterior mirrors the kaleidoscope of colors from the streets, while digital billboards project futuristic imagery, creating a mesmerizing blend of technology and architecture in this otherworldly urban landscape.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_078_seed_42_A sprawling Martian cityscape unfolds under a crim.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_079_seed_42_As the sun dips below the horizon casting a warm g_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_079_seed_42_As the sun dips below the horizon casting a warm g_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb31ee321e5675ed219621a80cbc4f04eb3e7be7
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_079_seed_42_As the sun dips below the horizon casting a warm g_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:23:49.110117",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_079_seed_42_As the sun dips below the horizon casting a warm g.mp4",
+  "arguments": {
+    "prompt": "As the sun dips below the horizon, casting a warm golden glow across the sky, a tranquil tropical beach scene unfolds. Gentle waves rhythmically caress the sandy shore, their soft whispers blending with the rustling of palm fronds swaying gracefully in the balmy breeze. In the distance, a quaint beachside hut, its thatched roof silhouetted against the vibrant hues of the sunset, exudes a sense of cozy seclusion. The scene is framed by lush greenery, with the occasional call of a distant seabird adding to the serene ambiance. The entire setting is bathed in the soft, fading light of dusk, creating a perfect moment of peace and tranquility.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_079_seed_42_As the sun dips below the horizon casting a warm g.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_082_seed_930_In a dimly lit industrial workshop a grinding whee_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_082_seed_930_In a dimly lit industrial workshop a grinding whee_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..e16c6ffb37db90fef2b509ff77607f9527f14a13
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_082_seed_930_In a dimly lit industrial workshop a grinding whee_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:01:11.415704",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_082_seed_930_In a dimly lit industrial workshop a grinding whee.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit industrial workshop, a grinding wheel spins with intensity, sending a cascade of brilliant sparks into the air. The camera captures each spark in vivid detail, highlighting their fiery orange and golden hues against the shadowy backdrop of metal beams and machinery. As the wheel grinds against metal, the sparks dance and flicker, creating a mesmerizing shower of light that illuminates the scene. The slow-motion effect enhances the spectacle, allowing viewers to appreciate the intricate patterns and vibrant colors of the sparks as they burst forth, painting the dark surroundings with fleeting brilliance.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_082_seed_930_In a dimly lit industrial workshop a grinding whee.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_085_seed_930_The camera glides through a majestic glacial canyo_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_085_seed_930_The camera glides through a majestic glacial canyo_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9990fde511d326aae5335e612a511600a215feb5
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_085_seed_930_The camera glides through a majestic glacial canyo_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:07:09.097318",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_085_seed_930_The camera glides through a majestic glacial canyo.mp4",
+  "arguments": {
+    "prompt": "The camera glides through a majestic glacial canyon, its icy walls towering and glistening under a soft, muted light. As it soars, the scene transitions into a surreal cloudscape, where fluffy clouds drift lazily across a pastel sky. The motion is fluid and dynamic, capturing the ethereal beauty of the clouds. Suddenly, the view shifts to a serene forest, where tall trees sway gently in a whispering breeze, their leaves a muted green. The journey continues, seamlessly flowing into a tranquil desert, where rolling dunes stretch endlessly, bathed in the soft glow of a setting sun. The muted color palette ties each landscape together, creating a harmonious and dreamlike visual experience.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_085_seed_930_The camera glides through a majestic glacial canyo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_087_seed_42_A striking woman dressed head-to-toe in vibrant or_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_087_seed_42_A striking woman dressed head-to-toe in vibrant or_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8f4340113d55f5a20fef7837c23b44d0886e64d
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_087_seed_42_A striking woman dressed head-to-toe in vibrant or_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:39:45.068229",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_087_seed_42_A striking woman dressed head-to-toe in vibrant or.mp4",
+  "arguments": {
+    "prompt": "A striking woman, dressed head-to-toe in vibrant orange, stands amidst a lush tropical rainforest, surrounded by an array of colorful flora. The overcast sky above casts a dramatic contrast, enhancing the vividness of her attire against the rich greens and bright blossoms. The camera captures her from a low angle, emphasizing her presence and the towering trees around her. Her expression is serene yet powerful, as if she is one with the vibrant ecosystem. The gentle rustle of leaves and distant calls of exotic birds add to the enchanting atmosphere, creating a mesmerizing scene of harmony and contrast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_087_seed_42_A striking woman dressed head-to-toe in vibrant or.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_092_seed_42_A daring surfer clad in gleaming medieval armor ex_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_092_seed_42_A daring surfer clad in gleaming medieval armor ex_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..ceab3f7df18f0bf23c0dd661cb067ddf51780845
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_092_seed_42_A daring surfer clad in gleaming medieval armor ex_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:49:42.904279",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_092_seed_42_A daring surfer clad in gleaming medieval armor ex.mp4",
+  "arguments": {
+    "prompt": "A daring surfer clad in gleaming medieval armor expertly navigates a molten lava flow, the intense heat shimmering around him. The camera follows closely, capturing the surreal juxtaposition of metal against the fiery backdrop. His visor reflects the glowing red and orange hues of the lava, while the armor's intricate engravings glint in the volcanic light. As he maneuvers skillfully, the molten rock crackles beneath his board, sending sparks into the air. The camera captures every detail, from the heat waves distorting the air to the intense focus in his eyes, creating a breathtaking scene of bravery and elemental power.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_092_seed_42_A daring surfer clad in gleaming medieval armor ex.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_42_A vintage teddy bear with worn fur and a stitched_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_42_A vintage teddy bear with worn fur and a stitched_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..894af1c66974f34ea3d13bf1452e1f14be1bd3f2
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_42_A vintage teddy bear with worn fur and a stitched_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:51:42.229205",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_42_A vintage teddy bear with worn fur and a stitched.mp4",
+  "arguments": {
+    "prompt": "A vintage teddy bear, with worn fur and a stitched smile, sits on a child's bed, surrounded by pastel pillows and a patchwork quilt. As golden sunlight streams through delicate lace curtains, casting intricate patterns on the walls, the bear's eyes flutter open, revealing a spark of life. The camera slowly pulls back, capturing the room's whimsical charm, as the bear begins to move, its limbs stretching and head turning with newfound animation. The gentle rustle of the curtains and the soft glow of the morning light create a magical atmosphere, as the bear embarks on its enchanting journey within the cozy, sunlit room.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_42_A vintage teddy bear with worn fur and a stitched.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_930_A vintage teddy bear with worn fur and a stitched_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_930_A vintage teddy bear with worn fur and a stitched_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ef94f22037c748066324c84209d56ab88aa5d67
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_930_A vintage teddy bear with worn fur and a stitched_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:23:04.248593",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_930_A vintage teddy bear with worn fur and a stitched.mp4",
+  "arguments": {
+    "prompt": "A vintage teddy bear, with worn fur and a stitched smile, sits on a child's bed, surrounded by pastel pillows and a patchwork quilt. As golden sunlight streams through delicate lace curtains, casting intricate patterns on the walls, the bear's eyes flutter open, revealing a spark of life. The camera slowly pulls back, capturing the room's whimsical charm, as the bear begins to move, its limbs stretching and head turning with newfound animation. The gentle rustle of the curtains and the soft glow of the morning light create a magical atmosphere, as the bear embarks on its enchanting journey within the cozy, sunlit room.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_093_seed_930_A vintage teddy bear with worn fur and a stitched.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_094_seed_930_In a mesmerizing macro view delicate water droplet_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_094_seed_930_In a mesmerizing macro view delicate water droplet_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..7663c13a718e40cf5595b426413db233e2045007
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_094_seed_930_In a mesmerizing macro view delicate water droplet_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:25:04.716127",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_094_seed_930_In a mesmerizing macro view delicate water droplet.mp4",
+  "arguments": {
+    "prompt": "In a mesmerizing macro view, delicate water droplets cling to a spider's web, each droplet shimmering like a tiny universe. As the camera zooms in, the droplets begin to transform, revealing swirling galaxies within, with stars twinkling and spiraling in cosmic dance. The web, intricately woven, serves as a celestial canvas, its strands glistening like silken threads of the cosmos. The dimly lit background enhances the ethereal glow of the galaxies, casting a soft, mysterious light that accentuates the delicate beauty of this otherworldly transformation. The scene captures the enchanting fusion of nature and the universe in a breathtaking display.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_094_seed_930_In a mesmerizing macro view delicate water droplet.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_095_seed_42_The camera begins its ascent from a bustling urban_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_095_seed_42_The camera begins its ascent from a bustling urban_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f5caa9881f63c7b558c64322a186310d7f433ba
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_095_seed_42_The camera begins its ascent from a bustling urban_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:55:40.759815",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_095_seed_42_The camera begins its ascent from a bustling urban.mp4",
+  "arguments": {
+    "prompt": "The camera begins its ascent from a bustling urban street, capturing the vibrant energy of pedestrians and honking cars, as neon signs flicker to life, casting colorful reflections on rain-slicked pavements. As it rises, the scene transitions seamlessly from the warm hues of sunset to the cool blues of twilight, revealing the intricate network of streets below. Reaching the rooftop, the cityscape unfolds, with skyscrapers gradually illuminating, their windows twinkling like stars against the deepening night sky. The transformation is complete as the city pulses with life, a mesmerizing tapestry of light and shadow, showcasing the dynamic shift from day to night.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_095_seed_42_The camera begins its ascent from a bustling urban.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_42_A mesmerizing dancer clad in a flowing crimson dre_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_42_A mesmerizing dancer clad in a flowing crimson dre_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..1aefa537433a63e6cb07dc80dde91837ca20492a
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_42_A mesmerizing dancer clad in a flowing crimson dre_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:57:40.041118",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_42_A mesmerizing dancer clad in a flowing crimson dre.mp4",
+  "arguments": {
+    "prompt": "A mesmerizing dancer, clad in a flowing crimson dress, twirls elegantly on a dimly lit stage, her movements fluid and captivating. The camera circles her, capturing each graceful step and spin, as vibrant, multicolored lights cast dynamic patterns across the stage. Wisps of smoke swirl around her, adding an ethereal quality to the performance. Her expressive face reflects passion and intensity, while the lights shift from deep blues to fiery oranges, enhancing the dramatic atmosphere. The camera captures her every move, from delicate hand gestures to powerful leaps, against the backdrop of swirling smoke and vibrant, ever-changing lights.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_42_A mesmerizing dancer clad in a flowing crimson dre.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_930_A mesmerizing dancer clad in a flowing crimson dre_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_930_A mesmerizing dancer clad in a flowing crimson dre_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..98fdbe35a6e84ba01260f96ee0c4ca15dcbb8f24
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_930_A mesmerizing dancer clad in a flowing crimson dre_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:29:05.008285",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_930_A mesmerizing dancer clad in a flowing crimson dre.mp4",
+  "arguments": {
+    "prompt": "A mesmerizing dancer, clad in a flowing crimson dress, twirls elegantly on a dimly lit stage, her movements fluid and captivating. The camera circles her, capturing each graceful step and spin, as vibrant, multicolored lights cast dynamic patterns across the stage. Wisps of smoke swirl around her, adding an ethereal quality to the performance. Her expressive face reflects passion and intensity, while the lights shift from deep blues to fiery oranges, enhancing the dramatic atmosphere. The camera captures her every move, from delicate hand gestures to powerful leaps, against the backdrop of swirling smoke and vibrant, ever-changing lights.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_096_seed_930_A mesmerizing dancer clad in a flowing crimson dre.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_097_seed_42_An aerial view reveals an expansive field of vibra_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_097_seed_42_An aerial view reveals an expansive field of vibra_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9c63c77109c425d7e23437be118a4ee6a387d3f
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_097_seed_42_An aerial view reveals an expansive field of vibra_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T18:59:39.438012",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_097_seed_42_An aerial view reveals an expansive field of vibra.mp4",
+  "arguments": {
+    "prompt": "An aerial view reveals an expansive field of vibrant pink flowers, their petals swaying gracefully in the gentle breeze, creating a mesmerizing wave-like motion across the landscape. The sun casts a warm, golden glow, enhancing the dreamlike quality of the scene. As the camera glides over the field, the flowers' delicate hues blend seamlessly with the lush green foliage, forming a stunning tapestry of color. The rhythmic movement of the petals, reminiscent of ocean waves, evokes a sense of tranquility and wonder, as if nature itself is performing a serene dance under the vast, open sky.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_097_seed_42_An aerial view reveals an expansive field of vibra.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_098_seed_42_In a dimly lit studio an artist wearing a worn apr_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_098_seed_42_In a dimly lit studio an artist wearing a worn apr_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fab56a7597291734987433c69e219d242b7bbe7
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_098_seed_42_In a dimly lit studio an artist wearing a worn apr_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:01:39.894797",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_098_seed_42_In a dimly lit studio an artist wearing a worn apr.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit studio, an artist, wearing a worn apron and glasses perched on their nose, meticulously carves a sculpture from a block of marble. The camera captures the precision of each movement, focusing on the artist's skilled hands as they wield a chisel and mallet with practiced ease. Dust particles dance in the soft, ambient light, highlighting the artist's intense concentration. As the sculpture gradually emerges, the camera pans over the intricate details, revealing the delicate curves and textures taking shape. The artist pauses occasionally, stepping back to assess their work, their face a portrait of focused determination and creative passion.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_098_seed_42_In a dimly lit studio an artist wearing a worn apr.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_42_In a sunlit studio a painter with tousled hair and_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_42_In a sunlit studio a painter with tousled hair and_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..b465863cc32bcb3cde8ab9713b3d7bec910cc6f3
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_42_In a sunlit studio a painter with tousled hair and_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:03:39.058853",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_42_In a sunlit studio a painter with tousled hair and.mp4",
+  "arguments": {
+    "prompt": "In a sunlit studio, a painter with tousled hair and a focused expression stands before a large canvas, surrounded by an array of vibrant paints and brushes. The camera captures the artist's hand as it deftly moves across the canvas, blending rich blues and fiery oranges with a palette knife, creating a mesmerizing dance of colors. As the scene unfolds, the painter steps back, revealing the gradual emergence of a breathtaking landscape, with rolling hills and a golden sky. The camera zooms in on the intricate details, showcasing the texture and depth of the brushstrokes, as the artwork comes to life in a symphony of hues.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_42_In a sunlit studio a painter with tousled hair and.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file
diff --git a/outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_930_In a sunlit studio a painter with tousled hair and_config.json b/outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_930_In a sunlit studio a painter with tousled hair and_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8fbfdf90fc287214718bfa909c23f871e61985e
--- /dev/null
+++ b/outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_930_In a sunlit studio a painter with tousled hair and_config.json	
@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:35:02.916054",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_930_In a sunlit studio a painter with tousled hair and.mp4",
+  "arguments": {
+    "prompt": "In a sunlit studio, a painter with tousled hair and a focused expression stands before a large canvas, surrounded by an array of vibrant paints and brushes. The camera captures the artist's hand as it deftly moves across the canvas, blending rich blues and fiery oranges with a palette knife, creating a mesmerizing dance of colors. As the scene unfolds, the painter steps back, revealing the gradual emergence of a breathtaking landscape, with rolling hills and a golden sky. The camera zooms in on the intricate details, showcasing the texture and depth of the brushstrokes, as the artwork comes to life in a symphony of hues.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw004-flow-baseline/validation/step_000100/sample_099_seed_930_In a sunlit studio a painter with tousled hair and.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}
\ No newline at end of file