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outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma_config.json

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+{
+  "timestamp": "2026-04-28T20:18:31.393767",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_7273_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_plus2.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": 7273,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_42_A polished metal ball gleaming under soft ambient_config.json

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+{
+  "timestamp": "2026-04-30T12:21:02.061635",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_42_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,
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_42_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_5393_The scene opens on a tight eye-level close-up of a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:22:28.126167",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_5393_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_plus2.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": 5393,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_5393_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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_310_A couple strolls hand in hand down a bustling city_config.json

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+{
+  "timestamp": "2026-04-30T15:52:59.161437",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_5193_The scene opens on a tight close-up of a blond man_config.json

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+{
+  "timestamp": "2026-04-28T18:58:26.852992",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_930_A couple strolls hand in hand down a bustling city_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:21:46.938681",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_42_In a sunlit garden a young boy with tousled hair a_config.json

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+{
+  "timestamp": "2026-04-30T12:26:57.107846",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_42_In a sunlit garden a young boy with tousled hair a.mp4",
+  "arguments": {
+    "prompt": "In a sunlit garden, a young boy with tousled hair and a bright smile leans forward, his eyes sparkling with joy as he extends his right hand. The camera captures the tender moment in close-up as his fingers gently stroke the soft, black-and-white fur of a Border Collie. The dog's eyes close in contentment, its tail wagging gently, reflecting the bond between them. The boy's laughter fills the air, harmonizing with the gentle rustle of leaves and distant birdsong, creating a serene and heartwarming scene of friendship and affection.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_42_In a sunlit garden a young boy with tousled hair 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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_310_The video begins with a rapid zoom towards a vibra_config.json

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+{
+  "timestamp": "2026-04-30T15:56:55.470577",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_6268_The scene opens with a medium shot of an elderly w_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:28:23.138037",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_6268_The scene opens with a medium shot of an elderly w.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium shot of an elderly woman, appearing to be in her 80s, seated on a simple wooden stool in a public park. She has fine, silver hair neatly tied back and wears a traditional, dark-colored tunic with intricate embroidery at the collar. Her eyes are gently closed as she focuses on her music. In her hands, she holds a polished, dark wood erhu. Her left hand delicately presses the strings, her fingers moving with practiced grace, while her right hand draws the bow smoothly across them, producing a soulful, resonant melody. She hums softly, a low, gentle sound that harmonizes perfectly with the instrument's voice. A diverse crowd of onlookers, ranging from young adults to other seniors, has formed a respectful semi-circle around her. Some watch with rapt attention, their expressions contemplative. A young woman can be seen subtly recording on her phone, while an older man nods his head slowly to the rhythm. The park setting is serene, with large, mature trees whose leaves create a soft, dappled canopy. The light is diffused, characteristic of an overcast day, which lends a moody and introspective quality to the entire scene. The focus remains tightly on the woman, a figure of serene artistry amidst the quiet reverence of her audience.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.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": 6268,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_6268_The scene opens with a medium shot of an elderly 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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_42_A sleek black car glides smoothly along a winding_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:32:49.925016",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_42_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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_42_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_310_From a high vantage point the camera captures a bu_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:02:49.691240",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_42_From a high vantage point the camera captures a bu_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:34:48.682012",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_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 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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_5581_The scene opens on a medium long shot capturing th_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:34:22.218543",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_5581_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_plus2.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": 5581,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_5581_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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_930_From a high vantage point the camera captures a bu_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:31:37.490834",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:10:15.461248",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_310_A poised model stands gracefully in a vibrant red_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:08:45.539782",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_310_A poised model stands gracefully in a vibrant red.mp4",
+  "arguments": {
+    "prompt": "A poised model stands gracefully in a vibrant red silk dress, its glossy sheen catching the light with every subtle movement. The dress, with its smooth, shiny texture, cascades elegantly down her form, reflecting a spectrum of rich crimson hues. As she gently sways, the silk fabric ripples like liquid, accentuating its luxurious quality. Her confident stance and serene expression complement the dress's opulence, while the static camera captures the intricate play of light on the silk's surface, highlighting its lustrous, glossy appearance. The background remains understated, ensuring the focus remains on the model and the captivating allure of the dress.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_310_A poised model stands gracefully in a vibrant red.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_42_A poised model stands gracefully in a vibrant red_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:40:44.134253",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_42_A poised model stands gracefully in a vibrant red.mp4",
+  "arguments": {
+    "prompt": "A poised model stands gracefully in a vibrant red silk dress, its glossy sheen catching the light with every subtle movement. The dress, with its smooth, shiny texture, cascades elegantly down her form, reflecting a spectrum of rich crimson hues. As she gently sways, the silk fabric ripples like liquid, accentuating its luxurious quality. Her confident stance and serene expression complement the dress's opulence, while the static camera captures the intricate play of light on the silk's surface, highlighting its lustrous, glossy appearance. The background remains understated, ensuring the focus remains on the model and the captivating allure of the dress.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_42_A poised model stands gracefully in a vibrant red.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_772_The scene is set in a bustling sun-drenched town s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:40:20.496241",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_772_The scene is set in a bustling sun-drenched town s.mp4",
+  "arguments": {
+    "prompt": "The scene is set in a bustling, sun-drenched town square with historic buildings in the background. A wide, eye-level shot captures an elderly man pushing a tandem wheelchair, in which his wife is seated comfortably. They move across the cobblestone plaza, their expressions content. The entire scene is rendered in sharp focus, highlighting the textures of the environment and the details of the people. As they proceed, they come across three other elderly couples who appear to be old friends. A moment of joyful recognition passes between them. The man stops the wheelchair, and the groups merge. Smiles, waves, and cheerful chatter fill the air as they reunite, creating a lively and heartwarming tableau of enduring companionship and community in their golden years. The camera remains static, allowing the natural, happy interaction to unfold within the frame.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.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": 772,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_772_The scene is set in a bustling sun-drenched town 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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_2436_The scene opens on a bright sunny day in a lush gr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:44:16.820690",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_2436_The scene opens on a bright sunny day in a lush gr.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a bright, sunny day in a lush green backyard. A small boy, around six years old with tousled blond hair, is the central focus. He is dressed in a vibrant red short-sleeved t-shirt and blue denim shorts. In front of him, on the manicured lawn, sits a tall, slightly wobbly tower constructed from colorful wooden blocks of various shapes and sizes—red, blue, yellow, and green. The camera, positioned at a low angle, captures the boy as he takes a small step back to admire his handiwork. He plants his feet firmly apart, straightens his back, and places both hands squarely on his hips in a classic pose of accomplishment. His chest puffs out with pride. After a moment of contemplation, his face breaks into a huge, infectious smile, his eyes crinkling at the corners. The smile is pure, unadulterated joy and pride. The bright, natural sunlight casts a warm glow over the entire scene, creating a soft lens flare and making the colors pop. The background is slightly blurred, keeping the focus entirely on the boy and his triumphant moment.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.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": 2436,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_2436_The scene opens on a bright sunny day in a lush gr.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_42_A man stands in a minimalist studio wearing a fitt_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:46:38.727369",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_42_A man stands in a minimalist studio wearing a fitt.mp4",
+  "arguments": {
+    "prompt": "A man stands in a minimalist studio, wearing a fitted black turtleneck and dark jeans, his entire body captured in the frame. The lighting casts soft shadows, highlighting his poised stance. As the camera focuses, he gracefully raises his hands above his head, fingers elegantly extended, creating a silhouette against the neutral backdrop. His expression is serene, eyes closed, as if lost in a moment of introspection. The scene conveys a sense of calm and balance, with the man's fluid motion and the studio's tranquil ambiance harmonizing perfectly.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_42_A man stands in a minimalist studio wearing a fitt.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_310_A man in a sleek black suit and polished shoes sta_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:16:43.232837",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_42_A man in a sleek black suit and polished shoes sta_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:48:36.570472",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_42_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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_42_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_5054_The scene opens on a sweeping wide shot composed a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:48:12.917244",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_5054_The scene opens on a sweeping wide shot composed a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a sweeping wide shot, composed according to the rule of thirds, with an elderly Chinese man positioned on the right side of the frame. He stands on an ancient, weathered stone path that meanders through a landscape of rolling hills shrouded in a thick, soft mist. The man has a deeply wrinkled face and a long, flowing white beard that reaches his chest. He wears a simple, coarse-spun brown robe and a traditional conical bamboo hat that casts a gentle shadow over his features. In his left hand, he grips a gnarled wooden cane, its surface polished smooth from years of use, providing him with stability. His entire focus is on his right hand, which is held up near his face. His brow is furrowed in concentration as his thumb methodically touches different segments of his fingers in a complex, silent calculation. The environment is lit by a diffused, natural light coming from the side, which catches the airborne mist and softly illuminates the contours of his robe and the sparse, gnarled trees dotting the background. The atmosphere is one of profound peace and deep contemplation, as if the man is solving a timeless riddle alone in nature.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.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": 5054,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_5054_The scene opens on a sweeping wide shot composed 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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_930_A man in a sleek black suit and polished shoes sta_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:45:26.898336",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_42_A man in a sleek black tracksuit stands poised on_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:50:34.480804",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_42_A man in a sleek black tracksuit stands poised on.mp4",
+  "arguments": {
+    "prompt": "A man in a sleek black tracksuit stands poised on a sunlit grassy field, his entire body captured in the frame. The camera captures his focused expression and athletic stance, highlighting his readiness. Suddenly, he springs upward with powerful energy, his feet leaving the ground as his arms extend gracefully above his head. The sunlight casts dynamic shadows, accentuating his muscular form and the fluidity of his movement. As he reaches the peak of his jump, the background blurs slightly, emphasizing his airborne moment against the vibrant green of the field and the clear blue 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/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_42_A man in a sleek black tracksuit stands poised on.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_930_A man in a sleek black tracksuit stands poised on_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:47:24.891769",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_930_A man in a sleek black tracksuit stands poised on.mp4",
+  "arguments": {
+    "prompt": "A man in a sleek black tracksuit stands poised on a sunlit grassy field, his entire body captured in the frame. The camera captures his focused expression and athletic stance, highlighting his readiness. Suddenly, he springs upward with powerful energy, his feet leaving the ground as his arms extend gracefully above his head. The sunlight casts dynamic shadows, accentuating his muscular form and the fluidity of his movement. As he reaches the peak of his jump, the background blurs slightly, emphasizing his airborne moment against the vibrant green of the field and the clear blue 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": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_930_A man in a sleek black tracksuit stands poised on.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_seed_310_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:20:39.389379",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_seed_930_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:49:23.104348",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_42_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:54:30.269396",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_42_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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_42_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_310_A static camera captures a charming scene of a lit_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:24:35.446881",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_3388_The scene opens on a medium shot from a slightly h_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:56:04.892422",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_3388_The scene opens on a medium shot from a slightly h.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium shot from a slightly high angle, focusing on a man in his late 50s seated in a faded, brown armchair. The room is steeped in a quiet, melancholic atmosphere, illuminated only by the soft, fading natural light from a single window off-screen. The man, with short, salt-and-pepper hair and a weary expression, is hunched forward, his shoulders slumped in a posture of defeat. He is dressed in a simple, dark gray knitted sweater. In his hands, he holds a large, crinkled newspaper. He isn't actively reading; instead, his fingers absently turn the large pages, the rustling sound being the only noise in the otherwise silent room. His gaze is distant, looking down at the paper but seemingly through it. He flips a page, lets it settle, pauses for a long moment, and then repeats the action without any change in his somber expression. The composition places him on the right third of the frame, leaving empty space to his left, which amplifies his isolation. The background is softly out of focus, showing a plain wall with a single, framed picture hanging crookedly, and the corner of a wooden side table with a cold cup of tea on it. The muted color palette of blues, grays, and browns, combined with the soft lighting, creates a poignant and deeply sorrowful mood.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.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": 3388,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_3388_The scene opens on a medium shot from a slightly 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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_930_A static camera captures a charming scene of a lit_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:53:19.364325",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:35:52.705707",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_42_In a sun-drenched backyard a lively group of frien_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:08:16.469527",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_42_In a sun-drenched backyard a lively group of frien.mp4",
+  "arguments": {
+    "prompt": "In a sun-drenched backyard, a lively group of friends in their late 20s revels in the warmth of a perfect day. The scene opens with a wide shot capturing the vibrant energy: some friends expertly tend to a sizzling grill, the aroma of barbecued delights wafting through the air. Nearby, others gather around a rustic picnic table, sharing stories and laughter, their faces illuminated by the golden sunlight. In the background, a playful couple tosses a frisbee to an eager dog, its tail wagging with joy. The camera pans to capture the camaraderie, the clinking of glasses, and the effortless joy of shared moments under the clear blue 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/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_42_In a sun-drenched backyard a lively group of frien.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_2750_An eye-level medium-wide shot captures a moment of_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:09:52.527285",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_2750_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_plus2.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": 2750,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_2750_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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_42_A lively group of Asian teenagers dressed in vibra_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:12:12.166291",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_42_A lively group of Asian teenagers dressed in vibra.mp4",
+  "arguments": {
+    "prompt": "A lively group of Asian teenagers, dressed in vibrant sportswear, engage in an intense game of table tennis on an outdoor court surrounded by lush greenery. The camera captures their swift movements and agile footwork as they dart around the table, their expressions a mix of concentration and joy. The sun casts a warm glow, highlighting the beads of sweat on their foreheads, emphasizing their dedication and energy. Their laughter and shouts of encouragement echo in the air, showcasing their strong team dynamics. The scene shifts to a close-up of a paddle striking the ball, capturing the precision and skill involved in their spirited match.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_42_A lively group of Asian teenagers dressed in 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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_10001_The scene opens with a static extreme wide shot fr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:13:49.138650",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_10001_The scene opens with a static extreme wide shot fr.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a static, extreme wide shot from a bird's-eye view, looking down upon a vast expanse of green lawn. The grass is almost entirely obscured by a chaotic carpet of debris left behind by a music festival: countless plastic cups, crumpled food wrappers, discarded flyers, and shimmering confetti. The early morning light, a soft golden hue, streams in from the side, casting long, dramatic shadows across the field. A single, small figure, a janitor in a dark blue uniform, moves slowly and deliberately through the mess. He pushes a wheeled trash cart ahead of him. With a mechanical grabber in one hand, he methodically picks up pieces of trash one by one, his movements precise and unhurried. He drops each item into a large, gaping black plastic bag attached to his cart. The sheer scale of the mess dwarfs him, making his task seem monumental, almost futile. In the far background, the skeletal structure of the main festival stage is visible, now silent and empty. The contrast between the colorful, festive remnants and the solitary, quiet labor of the janitor creates a powerful, contemplative mood, capturing the silent, unseen work that follows mass celebration.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.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": 10001,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_10001_The scene opens with a static extreme wide shot fr.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_191_The shot opens on a medium frame of a young baller_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:49:40.952499",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_2736_The scene opens on a medium shot of a teenage boy_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:51:39.028694",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_310_A charming Korean male star dressed in a casual wh_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:50:08.252585",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_930_A charming Korean male star dressed in a casual wh_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:19:00.794969",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_310_A vibrant group of Caribbean dancers adorned in da_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:54:03.976179",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_42_A vibrant group of Caribbean dancers adorned in da_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:25:56.760758",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_42_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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_42_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_034_seed_930_A vibrant group of Caribbean dancers adorned in da_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:23:00.194621",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_035_seed_930_A joyful Chinese family gathers in a warmly lit li_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:24:58.597294",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_040_seed_42_A Native American man sprints across a vast desert_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:37:44.852690",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_040_seed_42_A Native American man sprints across a vast desert.mp4",
+  "arguments": {
+    "prompt": "A Native American man sprints across a vast desert landscape, his traditional regalia flowing with each powerful stride. The sun casts a golden hue over the arid terrain, highlighting the intricate beadwork and vibrant colors of his attire. Feathers in his headdress flutter in the wind, symbolizing his connection to the earth and sky. His moccasins barely touch the sandy ground, as if he is gliding over the desert. The distant mesas and cacti stand as silent witnesses to his speed and grace, while the clear blue sky stretches endlessly above, framing his determined journey through this timeless, sacred land.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_040_seed_42_A Native American man sprints across a vast desert.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_041_seed_310_A lively group of South Asian women adorned in vib_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:07:51.031889",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_041_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_041_seed_310_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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_041_seed_930_A lively group of South Asian women adorned in vib_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:36:47.596623",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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/yw002-1-sage-baseline/validation/step_000200/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": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_044_seed_42_A close-up shot captures a persons face initially_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:45:38.016574",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_044_seed_42_A close-up shot captures a persons face initially.mp4",
+  "arguments": {
+    "prompt": "A close-up shot captures a person's face, initially illuminated by a warm, gentle light, as they exhibit a genuine, radiant smile. The camera meticulously records the subtle crinkles around their eyes and the upward curve of their lips. Gradually, the smile fades, and the lighting subtly shifts to a cooler tone, emphasizing the transition. The person's eyes lose their sparkle, and their lips slowly turn downward, showcasing the intricate play of facial muscles. The camera lingers on the transformation, highlighting the delicate shifts in expression, from joy to contemplation, within the span of a few seconds.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_044_seed_42_A close-up shot captures a persons face initially.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_044_seed_930_A close-up shot captures a persons face initially_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:42:42.028772",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_044_seed_930_A close-up shot captures a persons face initially.mp4",
+  "arguments": {
+    "prompt": "A close-up shot captures a person's face, initially illuminated by a warm, gentle light, as they exhibit a genuine, radiant smile. The camera meticulously records the subtle crinkles around their eyes and the upward curve of their lips. Gradually, the smile fades, and the lighting subtly shifts to a cooler tone, emphasizing the transition. The person's eyes lose their sparkle, and their lips slowly turn downward, showcasing the intricate play of facial muscles. The camera lingers on the transformation, highlighting the delicate shifts in expression, from joy to contemplation, within the span of a few seconds.",
+    "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/yw002-1-sage-baseline/validation/step_000200/sample_044_seed_930_A close-up shot captures a persons face initially.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/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}