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outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:52:32.051332",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+  "arguments": {
+    "prompt": "This cinematic close-up shot focuses on a young man with a round, gentle face and dark, neatly combed hair. He is seated at what appears to be a wooden table. The camera is positioned at eye level, creating an intimate and personal perspective. He wears a cozy, brown knit sweater. The scene is bathed in soft, natural light that casts gentle shadows, suggesting a calm afternoon. His full attention is on the task at hand: peeling a vibrant red apple. He holds the apple in his left hand and a small, silver paring knife in his right. With practiced, deliberate movements, he guides the blade just under the skin, carving off a single, unbroken peel that begins to curl downwards. His expression is one of serene focus, his brow slightly furrowed in concentration. The background is softly out of focus, hinting at a simple, rustic kitchen setting, ensuring the viewer's attention remains on the man and the simple, satisfying act of peeling the apple.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7272,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "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_5392_The scene opens on a tight eye-level close-up of a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:56:28.662459",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight, eye-level close-up of an older, white-haired chef in a professional kitchen. His face, etched with lines of fatigue, is illuminated by a single source of side lighting, casting deep shadows that accentuate his somber mood. He is wearing a traditional white chef's jacket, slightly unbuttoned at the collar. In his right hand, he holds a stainless steel tasting spoon containing a small amount of a dark sauce. He brings the spoon to his mouth, his movements deliberate and practiced. He closes his eyes as he tastes the contents, his brow furrowing slightly. A moment of stillness hangs in the air before his expression shifts to one of clear, deep-seated disappointment. His lips press into a thin line. He lowers the spoon, his gaze directed downwards and off-camera, as if lost in thought. He then begins to shake his head slowly and deliberately from side to side, a non-verbal confirmation that the dish is not right. The background is a soft-focus blur of a sterile, industrial kitchen environment, with the metallic sheen of stainless steel surfaces and the dark shapes of hanging pots and pans barely discernible, isolating the chef in his moment of quiet professional grief.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5392,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_42_The video begins with a rapid zoom towards a vibra_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:28:54.619320",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_42_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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_42_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_930_The video begins with a rapid zoom towards a vibra_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:25:43.111557",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_930_The video begins with a rapid zoom towards a vibra.mp4",
+  "arguments": {
+    "prompt": "The video begins with a rapid zoom towards a vibrant red rose, its petals glistening with morning dew under soft sunlight. As the camera closes in, the intricate details of the petals become visible, revealing their velvety texture and delicate, layered structure. The rich crimson hue of the petals contrasts beautifully with the subtle green of the surrounding leaves. The camera continues to zoom, capturing the gentle curves and natural patterns etched into each petal, highlighting the rose's elegance and complexity. The scene concludes with an intimate close-up of the rose's heart, showcasing the intricate beauty of nature.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_930_The video begins with a rapid zoom towards a vibra.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_006_seed_310_An exhilarating FPV aerial shot captures the breat_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:58:53.494595",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_310_An exhilarating FPV aerial shot captures the breat.mp4",
+  "arguments": {
+    "prompt": "An exhilarating FPV aerial shot captures the breathtaking panorama of snow-capped mountains, their majestic peaks glistening under the golden embrace of the morning sun. The camera swoops gracefully over the rugged terrain, revealing intricate patterns of shadows and light dancing across the pristine white snow. As the drone glides effortlessly through the crisp, clear air, the serene atmosphere envelops the scene, with the distant horizon painted in soft pastel hues. The tranquil silence of the mountains is palpable, broken only by the gentle whisper of the wind, creating a mesmerizing and peaceful visual symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_310_An exhilarating FPV aerial shot captures the breat.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_006_seed_42_An exhilarating FPV aerial shot captures the breat_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:30:52.290931",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat.mp4",
+  "arguments": {
+    "prompt": "An exhilarating FPV aerial shot captures the breathtaking panorama of snow-capped mountains, their majestic peaks glistening under the golden embrace of the morning sun. The camera swoops gracefully over the rugged terrain, revealing intricate patterns of shadows and light dancing across the pristine white snow. As the drone glides effortlessly through the crisp, clear air, the serene atmosphere envelops the scene, with the distant horizon painted in soft pastel hues. The tranquil silence of the mountains is palpable, broken only by the gentle whisper of the wind, creating a mesmerizing and peaceful visual symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_42_An exhilarating FPV aerial shot captures the breat.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_006_seed_930_An exhilarating FPV aerial shot captures the breat_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:27:41.323942",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_930_An exhilarating FPV aerial shot captures the breat.mp4",
+  "arguments": {
+    "prompt": "An exhilarating FPV aerial shot captures the breathtaking panorama of snow-capped mountains, their majestic peaks glistening under the golden embrace of the morning sun. The camera swoops gracefully over the rugged terrain, revealing intricate patterns of shadows and light dancing across the pristine white snow. As the drone glides effortlessly through the crisp, clear air, the serene atmosphere envelops the scene, with the distant horizon painted in soft pastel hues. The tranquil silence of the mountains is palpable, broken only by the gentle whisper of the wind, creating a mesmerizing and peaceful visual symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_930_An exhilarating FPV aerial shot captures the breat.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_4429_The scene opens with a medium shot of a cozy sligh_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:32:22.480844",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_4429_The scene opens with a medium shot of a cozy sligh.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium shot of a cozy, slightly cluttered living room, bathed in the warm glow of late afternoon sun filtering through a window on the right. A middle-aged, plump man with thinning brown hair enters from the left side of the frame. He is dressed casually in a green and blue plaid button-up shirt and dark jeans, and he has a weary expression on his face. He walks towards a large, overstuffed couch with a faded, brown floral pattern. In front of the couch sits a low wooden coffee table with a stack of magazines. The man turns and lowers himself onto the couch with a tired sigh. The camera maintains an eye-level perspective, emphasizing the dramatic sinking of the well-worn cushions as they slowly give way under his substantial weight. The fabric strains and creases around him. He shifts his body slightly, finding a comfortable position before leaning his head back against the top of the sofa and closing his eyes, finally at rest.",
+    "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": 4429,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_4429_The scene opens with a medium shot of a cozy sligh.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_5580_The scene opens on a medium long shot capturing th_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:08:17.409992",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_5580_The scene opens on a medium long shot capturing th.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium long shot, capturing the full form of a graceful, fair-skinned European rhythmic gymnast in the center of a competition floor. She is illuminated by a powerful, bright spotlight that makes her sparkling, royal blue leotard glitter. Her blonde hair is tied back in a neat bun. In her hands, she expertly manipulates a long, shimmering silver ribbon, which swirls and dances around her in intricate, flowing patterns as she moves. She executes a series of complex maneuvers, including a high, arching leap followed by a perfectly controlled spin, her body a picture of elegance and strength. The camera, positioned at a slightly low angle, emphasizes the height of her jumps and the grandeur of her performance. The background is dark, but filled with the blurred shapes of a massive, seated audience. The sound of their thunderous applause and enthusiastic cheers is constant, underscoring the excitement of the event. The atmosphere is electric and triumphant, celebrating the athlete's incredible skill and artistry.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5580,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_008_seed_5580_The scene opens on a medium long shot capturing th.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_310_From a high vantage point the bustling street belo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:04:47.981096",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_310_From a high vantage point the bustling street belo.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the bustling street below is alive with activity, as pedestrians in colorful attire navigate the wide, sunlit avenue. The bright lighting casts sharp shadows, highlighting the diversity of people, from a woman in a red coat carrying shopping bags to a man in a business suit briskly walking. The scene captures the essence of urban life, with a cyclist weaving through the crowd and a street performer playing a lively tune on a saxophone. The vibrant energy is palpable, as the golden sunlight bathes the scene, creating a dynamic interplay of light and movement.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_310_From a high vantage point the bustling street belo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_8325_The scene opens with a stunning wide shot filmed i_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:36:21.936384",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_8325_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_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": 8325,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_8325_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_009_seed_930_From a high vantage point the bustling street belo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:33:35.635627",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_930_From a high vantage point the bustling street belo.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the bustling street below is alive with activity, as pedestrians in colorful attire navigate the wide, sunlit avenue. The bright lighting casts sharp shadows, highlighting the diversity of people, from a woman in a red coat carrying shopping bags to a man in a business suit briskly walking. The scene captures the essence of urban life, with a cyclist weaving through the crowd and a street performer playing a lively tune on a saxophone. The vibrant energy is palpable, as the golden sunlight bathes the scene, creating a dynamic interplay of light and movement.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_930_From a high vantage point the bustling street belo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_010_seed_1688_The scene is captured in a dramatic low-angle medi_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:38:21.741462",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_seed_1688_The scene is captured in a dramatic low-angle medi.mp4",
+  "arguments": {
+    "prompt": "The scene is captured in a dramatic low-angle medium shot, amplifying the scale and danger of the stunt. On a completely dark stage, the only source of light is a large metal ring, fiercely ablaze with vibrant orange and yellow flames that lick and dance into the darkness. A bare-chested Asian man, his muscles taut with concentration, stands poised a few feet from the fiery obstacle. He takes a deep breath, his eyes locked on the opening. With a powerful burst of energy, he sprints forward. He launches himself into the air, tucking his legs and arms close to his body to navigate the narrow, burning passage. For a split second, he is perfectly framed within the circle of fire, a silhouette against the inferno. The intense light casts flickering shadows and highlights across his skin and simple dark pants. He passes through the ring cleanly and lands gracefully on the other side, rolling to absorb the impact before rising to his feet. The background remains an abyss of black, isolating the raw, thrilling spectacle of man versus fire. The atmosphere is thick with tension and awe at the display of courage and physical control.",
+    "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": 1688,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_seed_1688_The scene is captured in a dramatic low-angle medi.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_010_seed_310_From a high vantage point the camera captures a bu_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:06:46.258657",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_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 urban street scene at dusk, where pedestrians, clad in winter coats and scarves, navigate the wet pavement, their reflections shimmering in the dim, golden streetlights. The soft glow from nearby shop windows casts a warm hue, contrasting with the cool, misty air. Cars, with headlights on, move slowly, their tires splashing through shallow puddles. The atmosphere is serene yet lively, with the distant hum of city life and the occasional sound of footsteps echoing through the crisp evening air, creating a harmonious urban symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_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_010_seed_930_From a high vantage point the camera captures a bu_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:35:33.676652",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_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 urban street scene at dusk, where pedestrians, clad in winter coats and scarves, navigate the wet pavement, their reflections shimmering in the dim, golden streetlights. The soft glow from nearby shop windows casts a warm hue, contrasting with the cool, misty air. Cars, with headlights on, move slowly, their tires splashing through shallow puddles. The atmosphere is serene yet lively, with the distant hum of city life and the occasional sound of footsteps echoing through the crisp evening air, creating a harmonious urban symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_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_011_seed_930_A poised model stands gracefully in a vibrant red_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:37:31.666768",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_930_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": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_930_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_012_seed_6951_The frame is filled entirely by the face of a fema_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:16:11.362940",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_6951_The frame is filled entirely by the face of a fema.mp4",
+  "arguments": {
+    "prompt": "The frame is filled entirely by the face of a female tourist in extreme distress. The shot is an unflinching extreme close-up at eye level, creating an intimate and unsettling connection with her struggle. She is breathing from a transparent oxygen mask strapped tightly to her face. Her lips, the focal point of the shot, are a deathly shade of blue-grey, a clear sign of cyanosis. They are painfully chapped, with dry skin peeling away, evidence of severe dehydration and exposure to harsh elements. With each ragged inhalation, her nostrils flare wide, the muscles in her face tensing with the sheer effort of drawing air into her lungs. A fine layer of frost and tiny ice crystals can be seen on her eyebrows and the wisps of hair escaping her fur-lined hood. The overcast natural light is stark and unforgiving, highlighting every raw texture on her skin and casting subtle, cold shadows. The background is a complete blur of white and grey, suggesting a snow-swept, high-altitude location without offering any distracting details. The only movement is the rhythmic, desperate pulse of her breathing.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 6951,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_6951_The frame is filled entirely by the face of a fema.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_2435_The scene opens on a bright sunny day in a lush gr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:18:09.584747",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_2435_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_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": 2435,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_2435_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_013_seed_310_A static camera captures a model standing confiden_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:12:44.031764",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_310_A static camera captures a model standing confiden.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a model standing confidently, wearing a light gray cotton t-shirt that fits snugly, accentuating the natural contours of the body. The round neckline frames the collarbone elegantly, while the short sleeves offer a casual yet stylish look. The fabric's softness and breathability are evident, with subtle movements revealing its lightweight nature. Close-up shots highlight the meticulous stitching details along the seams, showcasing craftsmanship. The model's relaxed posture and serene expression emphasize the t-shirt's comfort, while the neutral background ensures the focus remains on the garment's texture and design.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_310_A static camera captures a model standing confiden.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_930_A static camera captures a model standing confiden_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:41:29.038918",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_930_A static camera captures a model standing confiden.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a model standing confidently, wearing a light gray cotton t-shirt that fits snugly, accentuating the natural contours of the body. The round neckline frames the collarbone elegantly, while the short sleeves offer a casual yet stylish look. The fabric's softness and breathability are evident, with subtle movements revealing its lightweight nature. Close-up shots highlight the meticulous stitching details along the seams, showcasing craftsmanship. The model's relaxed posture and serene expression emphasize the t-shirt's comfort, while the neutral background ensures the focus remains on the garment's texture and design.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_930_A static camera captures a model standing confiden.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_5313_The shot opens with an extreme close-up top-down v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:20:07.621471",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_5313_The shot opens with an extreme close-up top-down v.mp4",
+  "arguments": {
+    "prompt": "The shot opens with an extreme close-up, top-down view of the back of a human hand resting on a flat, neutral gray surface. A significant, fresh laceration is centered in the frame, its edges raw and red, with a slight glistening of blood. The surrounding skin is pale. The time-lapse sequence begins, and the visual transformation is immediate and dramatic. The raw edges of the wound visibly contract, pulling towards each other as if drawn by an invisible thread. The deep red color darkens as a scab rapidly forms over the cut, a process that happens in a blur of motion. Almost as soon as it appears, the dark scab begins to shrink and flake away, revealing a layer of new, pink, and delicate skin underneath. This new tissue quickly matures, its color evening out and blending seamlessly with the surrounding skin tone. The fine lines and texture of the skin reappear over the healed area. The entire healing cycle completes in a matter of seconds, leaving the hand looking perfectly smooth and unscarred, as if the injury never occurred. The lighting remains constant and clinical throughout, highlighting every detail of the accelerated biological process.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5313,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_5313_The shot opens with an extreme close-up top-down v.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_5053_The scene opens on a sweeping wide shot composed a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:22:05.610200",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_5053_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_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": 5053,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_015_seed_5053_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_016_seed_310_A man in a sleek black tracksuit stands poised on_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:18:41.185385",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_310_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_6422_The scene opens with a low-angle full shot of a wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:24:03.286352",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_6422_The scene opens with a low-angle full shot of a wo.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a low-angle, full shot of a woman with dark, flowing hair, wearing a striking, floor-length scarlet red dress. She is strolling leisurely from right to left along a winding cobblestone path in a magnificent, verdant garden. The garden is in full bloom, with an array of colorful flowers like deep pink roses and tall, yellow sunflowers flanking the path. The camera is positioned low to the ground, making the flowers in the foreground appear large and immersive, framing the woman majestically. It's the golden hour; the setting sun is out of frame but casts long shadows and bathes the scene in a warm, golden light. This backlights the woman, creating a soft, ethereal glow around her silhouette and illuminating the delicate fabric of her dress. As she walks, she gently brushes her fingertips against the petals of a rose. The camera pans smoothly, following her elegant and unhurried pace. The background consists of tall green hedges and a soft-focus view of the sky, painted with hues of orange and pink.",
+    "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": 6422,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_6422_The scene opens with a low-angle full shot of a wo.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_42_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:52:32.380288",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_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, 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": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_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_018_seed_310_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:22:37.421467",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_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, 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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_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_018_seed_4557_The scene opens on a wide low-angle shot within a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:27:59.780340",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_4557_The scene opens on a wide low-angle shot within a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide, low-angle shot within a sprawling, sunlit temple courtyard paved with ancient stones. In the lower third of the frame, a group of three tourists comes to a halt. The group consists of an older Caucasian man with a camera around his neck, a middle-aged Asian woman in a sun hat, and a young man wearing a backpack. They are initially looking at their surroundings, a low murmur of conversation between them. The woman points upwards, and as one, they slowly begin to tilt their heads back. The camera follows their gaze, panning vertically up the massive, weathered bronze statue of Confucius that dominates the frame. The statue is depicted in a thoughtful pose, one hand stroking a long beard, its robes intricately detailed. The sunlight glints off the bronze, creating highlights and deep shadows that accentuate its aged texture. The tourists' faces, now fully visible, are filled with a silent, shared awe. The older man's mouth is slightly agape, while the woman has a hand to her chest. The young man simply stares, captivated. The background features the ornate, curved eaves of a traditional temple building against a brilliant, clear blue sky.",
+    "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": 4557,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_4557_The scene opens on a wide low-angle shot within 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_018_seed_930_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:51:21.278326",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_930_A charming little girl wearing a bright yellow rai.mp4",
+  "arguments": {
+    "prompt": "A charming little girl, wearing a bright yellow raincoat and red boots, strolls down a quaint cobblestone street, holding a colorful umbrella. Beside her, a small, fluffy white dog trots happily, its leash held loosely in her hand. The street is lined with blooming flower boxes and quaint shops, their windows displaying vibrant trinkets. The sky is overcast, hinting at a recent rain, with puddles reflecting the girl's joyful steps. As they walk, the girl's laughter fills the air, and the dog occasionally stops to sniff the ground, creating a heartwarming scene of companionship and adventure.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_930_A charming little girl wearing a bright yellow rai.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_020_seed_42_On a rustic wooden bench a fluffy tabby cat with s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:58:26.011971",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_42_On a rustic wooden bench a fluffy tabby cat with s.mp4",
+  "arguments": {
+    "prompt": "On a rustic wooden bench, a fluffy tabby cat with striking green eyes sits poised, its gaze locked onto a small, vibrant bluebird perched at the opposite end. The cat's ears are perked, and its tail flicks with curiosity, while the bird, with its delicate feathers and bright eyes, tilts its head inquisitively. Sunlight filters through the leaves above, casting dappled shadows on the bench, creating a serene yet tense atmosphere. The gentle rustle of leaves and distant chirping enhance the moment, as both creatures remain still, captivated by each other's presence in this peaceful garden setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "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_020_seed_42_On a rustic wooden bench a fluffy tabby cat with 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_021_seed_8668_The scene is captured from a dynamic low-angle wid_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:33:54.370916",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_8668_The scene is captured from a dynamic low-angle wid.mp4",
+  "arguments": {
+    "prompt": "The scene is captured from a dynamic low-angle, wide shot, immersing the viewer in the world of eight young children playing in a sun-drenched park. Each child wears an identical, vibrant red hat, creating a striking visual unity against the backdrop of a verdant green lawn and a clear blue sky. They are deeply engrossed in building with a large collection of colorful wooden blocks. The low viewpoint makes their small figures seem heroic and their block structures appear like a miniature city skyline. In the center of the frame, a few children work together, carefully stacking blocks to create a tall tower. To the side, others are building lower, house-like structures. Their faces show a mixture of intense concentration and pure joy. The natural sunlight is bright and warm, casting soft shadows and highlighting the vivid colors of the blocks and the children's clothing. The atmosphere is one of innocent creativity, collaboration, and playful happiness, set within an idyllic park environment.",
+    "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": 8668,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_8668_The scene is captured from a dynamic low-angle wid.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_310_A close-up view reveals an elegantly set restauran_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:30:28.941608",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_310_A close-up view reveals an elegantly set restauran.mp4",
+  "arguments": {
+    "prompt": "A close-up view reveals an elegantly set restaurant table, adorned with an array of Western cuisine. The table features a perfectly cooked steak, glistening with a rich glaze, accompanied by a side of golden, crispy fries. Nearby, a fresh Caesar salad with vibrant green lettuce, crunchy croutons, and a sprinkle of Parmesan cheese adds a touch of color. A basket of warm, crusty bread sits beside a small dish of creamy butter. The scene is completed with a glass of deep red wine, its surface catching the ambient light, and a flickering candle casting a warm, inviting glow over the sumptuous feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_310_A close-up view reveals an elegantly set restauran.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_42_A close-up view reveals an elegantly set restauran_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:02:23.029262",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_42_A close-up view reveals an elegantly set restauran.mp4",
+  "arguments": {
+    "prompt": "A close-up view reveals an elegantly set restaurant table, adorned with an array of Western cuisine. The table features a perfectly cooked steak, glistening with a rich glaze, accompanied by a side of golden, crispy fries. Nearby, a fresh Caesar salad with vibrant green lettuce, crunchy croutons, and a sprinkle of Parmesan cheese adds a touch of color. A basket of warm, crusty bread sits beside a small dish of creamy butter. The scene is completed with a glass of deep red wine, its surface catching the ambient light, and a flickering candle casting a warm, inviting glow over the sumptuous feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_42_A close-up view reveals an elegantly set restauran.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_9277_The scene opens with a high-angle close-up shot fo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:01:59.461503",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_9277_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_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": 9277,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_9277_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_022_seed_930_A close-up view reveals an elegantly set restauran_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:59:13.652015",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_930_A close-up view reveals an elegantly set restauran.mp4",
+  "arguments": {
+    "prompt": "A close-up view reveals an elegantly set restaurant table, adorned with an array of Western cuisine. The table features a perfectly cooked steak, glistening with a rich glaze, accompanied by a side of golden, crispy fries. Nearby, a fresh Caesar salad with vibrant green lettuce, crunchy croutons, and a sprinkle of Parmesan cheese adds a touch of color. A basket of warm, crusty bread sits beside a small dish of creamy butter. The scene is completed with a glass of deep red wine, its surface catching the ambient light, and a flickering candle casting a warm, inviting glow over the sumptuous feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_022_seed_930_A close-up view reveals an elegantly set restauran.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_023_seed_2560_The scene opens with a high-angle wide shot of a v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:37:50.888708",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_2560_The scene opens with a high-angle wide shot of a v.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a high-angle wide shot of a vast, untouched snowy landscape under a pale, late-afternoon sky. A solitary figure, a beautiful Chinese woman, stands in the lower right third of the frame. She has long, flowing black hair that contrasts sharply with the white snow. She is elegantly dressed, wearing a full-length, dark brown fur coat over a form-fitting black knit dress and impractical high-heeled boots. Large, dark sunglasses obscure her eyes, making her expression unreadable. The natural light is soft and cool, casting long, blue shadows across the snow. After a moment of stillness, she begins to move with a slow, almost ceremonial grace. She bends her knees, lowering her body towards the ground. Her movements are fluid and deliberate as she lies back, her fur coat spreading around her like a dark halo against the pristine white. She comes to rest fully on her back, her arms falling limply to her sides, her head turned slightly to the side. The camera holds on this image: a stark, beautiful, and poignant tableau of luxury and vulnerability against the unforgiving cold of nature.",
+    "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": 2560,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_2560_The scene opens with a high-angle wide shot of a v.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_023_seed_310_A close-up reveals a lavish spread of Chinese cuis_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:32:26.655927",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_310_A close-up reveals a lavish spread of Chinese cuis.mp4",
+  "arguments": {
+    "prompt": "A close-up reveals a lavish spread of Chinese cuisine on a polished wooden table, set in a softly lit restaurant ambiance. The table is adorned with intricately designed porcelain plates and bowls, each brimming with vibrant dishes. Steaming dumplings, glistening with a light sheen, sit beside a platter of crispy spring rolls. A large bowl of fragrant fried rice, speckled with colorful vegetables and tender shrimp, takes center stage. Nearby, a sizzling plate of sweet and sour chicken, garnished with fresh pineapple and bell peppers, adds a burst of color. Delicate chopsticks rest beside each dish, inviting diners to indulge in this culinary feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_310_A close-up reveals a lavish spread of Chinese cuis.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_023_seed_42_A close-up reveals a lavish spread of Chinese cuis_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:04:20.639737",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_42_A close-up reveals a lavish spread of Chinese cuis.mp4",
+  "arguments": {
+    "prompt": "A close-up reveals a lavish spread of Chinese cuisine on a polished wooden table, set in a softly lit restaurant ambiance. The table is adorned with intricately designed porcelain plates and bowls, each brimming with vibrant dishes. Steaming dumplings, glistening with a light sheen, sit beside a platter of crispy spring rolls. A large bowl of fragrant fried rice, speckled with colorful vegetables and tender shrimp, takes center stage. Nearby, a sizzling plate of sweet and sour chicken, garnished with fresh pineapple and bell peppers, adds a burst of color. Delicate chopsticks rest beside each dish, inviting diners to indulge in this culinary feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_42_A close-up reveals a lavish spread of Chinese cuis.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_023_seed_930_A close-up reveals a lavish spread of Chinese cuis_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:01:11.810952",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_930_A close-up reveals a lavish spread of Chinese cuis.mp4",
+  "arguments": {
+    "prompt": "A close-up reveals a lavish spread of Chinese cuisine on a polished wooden table, set in a softly lit restaurant ambiance. The table is adorned with intricately designed porcelain plates and bowls, each brimming with vibrant dishes. Steaming dumplings, glistening with a light sheen, sit beside a platter of crispy spring rolls. A large bowl of fragrant fried rice, speckled with colorful vegetables and tender shrimp, takes center stage. Nearby, a sizzling plate of sweet and sour chicken, garnished with fresh pineapple and bell peppers, adds a burst of color. Delicate chopsticks rest beside each dish, inviting diners to indulge in this culinary feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_930_A close-up reveals a lavish spread of Chinese cuis.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_024_seed_7851_The scene opens with a medium close-up on a man in_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:39:49.136918",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_7851_The scene opens with a medium close-up on a man in.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium close-up on a man in his late forties, his face framed by a thick, unkempt beard. He is seated in what appears to be a dark study, though the background is mostly lost to shadow. The shot is rendered in a stark, high-contrast monochrome, reminiscent of film noir. A single, harsh key light illuminates the right side of his face, casting the left side in deep shadow and accentuating the sweat on his brow and the frantic look in his eyes. He is wearing a dark, woolen sweater. In his hands, he clutches a thick, hardbound book. His knuckles are white. For a moment, he stares down at the book, his chest heaving with ragged breaths. Then, with a sudden, explosive movement, he lets out a silent scream of pure rage and begins to tear at the cover. The sound of ripping cardboard and paper fills the silence. He savagely pulls the spine from the binding, then begins ripping out handfuls of pages, his movements frantic and uncontrolled. The white pages flutter down around him, stark against the surrounding darkness. He doesn't stop until the book is completely destroyed, a mangled ruin of paper and glue in his trembling hands. He then lets the remnants fall from his grasp, his head slumping forward in exhaustion and despair.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7851,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_7851_The scene opens with a medium close-up on a man in.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_310_In a sun-drenched backyard a lively group of frien_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:36:22.496522",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_310_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": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_310_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_025_seed_930_In a sun-drenched backyard a lively group of frien_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:05:10.305559",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_930_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": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_930_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_2749_An eye-level medium-wide shot captures a moment of_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:43:45.530932",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of.mp4",
+  "arguments": {
+    "prompt": "An eye-level, medium-wide shot captures a moment of serene harmony in a quiet park at dusk. A middle-aged Caucasian man and an Asian woman are practicing yoga together on the lush green grass. The setting sun, low on the horizon, bathes the scene in a warm, golden light, backlighting the pair and casting long shadows. They are positioned symmetrically, mirroring each other in the Warrior II (Virabhadrasana II) pose. The man, on the left, wears a grey t-shirt and black shorts. The woman, on the right, is in a teal tank top and dark leggings, her dark hair pulled into a neat ponytail. Their focus is palpable as they hold the pose, their bodies strong and steady. In the background, tall, leafy trees frame the scene, their leaves gently rustling in a soft evening breeze. After a moment of stillness, they gracefully transition in unison, lowering their arms and stepping their feet together, preparing for the next sequence, their movements fluid and synchronized, embodying a deep sense of peace and connection.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 2749,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_2749_An eye-level medium-wide shot captures a moment of.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_310_In a bustling office environment an Asian man in a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:38:20.498925",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_310_In a bustling office environment an Asian man in a.mp4",
+  "arguments": {
+    "prompt": "In a bustling office environment, an Asian man in a crisp white shirt and navy tie sits at his desk, surrounded by stacks of paperwork and a computer screen displaying spreadsheets. The camera zooms in on his face, capturing the subtle furrow of his brow and the slight clench of his jaw as he listens to a conversation happening just out of frame. His eyes flicker with a mix of disbelief and frustration, reflecting the unfair treatment he's experiencing. As the scene progresses, he takes a deep breath, his fingers tapping rhythmically on the desk, a silent protest against the injustice. The ambient office noise fades, highlighting his internal struggle and determination to maintain composure amidst the tension.",
+    "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_026_seed_310_In a bustling office environment an Asian man in 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_026_seed_42_In a bustling office environment an Asian man in a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:10:14.231196",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_42_In a bustling office environment an Asian man in a.mp4",
+  "arguments": {
+    "prompt": "In a bustling office environment, an Asian man in a crisp white shirt and navy tie sits at his desk, surrounded by stacks of paperwork and a computer screen displaying spreadsheets. The camera zooms in on his face, capturing the subtle furrow of his brow and the slight clench of his jaw as he listens to a conversation happening just out of frame. His eyes flicker with a mix of disbelief and frustration, reflecting the unfair treatment he's experiencing. As the scene progresses, he takes a deep breath, his fingers tapping rhythmically on the desk, a silent protest against the injustice. The ambient office noise fades, highlighting his internal struggle and determination to maintain composure amidst the tension.",
+    "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_026_seed_42_In a bustling office environment an Asian man in 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_026_seed_930_In a bustling office environment an Asian man in a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:07:10.018956",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_026_seed_930_In a bustling office environment an Asian man in a.mp4",
+  "arguments": {
+    "prompt": "In a bustling office environment, an Asian man in a crisp white shirt and navy tie sits at his desk, surrounded by stacks of paperwork and a computer screen displaying spreadsheets. The camera zooms in on his face, capturing the subtle furrow of his brow and the slight clench of his jaw as he listens to a conversation happening just out of frame. His eyes flicker with a mix of disbelief and frustration, reflecting the unfair treatment he's experiencing. As the scene progresses, he takes a deep breath, his fingers tapping rhythmically on the desk, a silent protest against the injustice. The ambient office noise fades, highlighting his internal struggle and determination to maintain composure amidst the tension.",
+    "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_026_seed_930_In a bustling office environment an Asian man in 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_028_seed_10000_The scene opens with a static extreme wide shot fr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:47:42.737352",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_10000_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_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": 10000,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_10000_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_028_seed_310_In a sun-dappled park a lively 10-year-old African_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:42:16.477794",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_310_In a sun-dappled park a lively 10-year-old African.mp4",
+  "arguments": {
+    "prompt": "In a sun-dappled park, a lively 10-year-old African girl with braided hair and a colorful dress skips energetically beside a composed 40-year-old Japanese man in a tailored suit. Their contrasting gaits are evident as her playful, carefree steps create a rhythmic pattern alongside his measured, deliberate strides. The girl's posture is animated, her arms swinging freely, while the man's posture is upright and reserved, hands clasped behind his back. As they walk along a path lined with cherry blossoms and lush greenery, their differing paces highlight the joyful spontaneity of youth and the calm wisdom of experience, creating a harmonious scene of intergenerational connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_310_In a sun-dappled park a lively 10-year-old African.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_42_In a sun-dappled park a lively 10-year-old African_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:14:09.851046",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_42_In a sun-dappled park a lively 10-year-old African.mp4",
+  "arguments": {
+    "prompt": "In a sun-dappled park, a lively 10-year-old African girl with braided hair and a colorful dress skips energetically beside a composed 40-year-old Japanese man in a tailored suit. Their contrasting gaits are evident as her playful, carefree steps create a rhythmic pattern alongside his measured, deliberate strides. The girl's posture is animated, her arms swinging freely, while the man's posture is upright and reserved, hands clasped behind his back. As they walk along a path lined with cherry blossoms and lush greenery, their differing paces highlight the joyful spontaneity of youth and the calm wisdom of experience, creating a harmonious scene of intergenerational connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_42_In a sun-dappled park a lively 10-year-old African.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_930_In a sun-dappled park a lively 10-year-old African_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:11:07.144664",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_930_In a sun-dappled park a lively 10-year-old African.mp4",
+  "arguments": {
+    "prompt": "In a sun-dappled park, a lively 10-year-old African girl with braided hair and a colorful dress skips energetically beside a composed 40-year-old Japanese man in a tailored suit. Their contrasting gaits are evident as her playful, carefree steps create a rhythmic pattern alongside his measured, deliberate strides. The girl's posture is animated, her arms swinging freely, while the man's posture is upright and reserved, hands clasped behind his back. As they walk along a path lined with cherry blossoms and lush greenery, their differing paces highlight the joyful spontaneity of youth and the calm wisdom of experience, creating a harmonious scene of intergenerational connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_028_seed_930_In a sun-dappled park a lively 10-year-old African.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_2737_The scene opens on a medium shot of a teenage boy_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:17:46.409333",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_2737_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_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": 2737,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_2737_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"
+  }
+}