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outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_310_A polished metal ball gleaming under soft ambient_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:49:01.348213",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_310_A polished metal ball gleaming under soft ambient.mp4",
+  "arguments": {
+    "prompt": "A polished metal ball, gleaming under soft ambient lighting, begins its journey across a sleek, dark wooden tabletop. The camera remains fixed, capturing the ball's smooth, deliberate motion as it glides effortlessly, reflecting the room's subtle hues. The tabletop's surface, impeccably smooth, allows the ball to maintain a steady, unbroken path, creating a mesmerizing dance of light and shadow. As the ball rolls, its metallic surface mirrors the surroundings, offering fleeting glimpses of the room's decor. The gentle sound of the ball's movement adds a rhythmic element, enhancing the serene, captivating atmosphere of the scene.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "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_001_seed_310_A polished metal ball gleaming under soft ambient.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_42_A couple strolls hand in hand down a bustling city_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:24:59.519669",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_42_A couple strolls hand in hand down a bustling city.mp4",
+  "arguments": {
+    "prompt": "A couple strolls hand in hand down a bustling city street, their fingers intertwined, embodying a sense of unity and affection. The man, wearing a navy coat and jeans, walks confidently beside the woman, who is dressed in a stylish red trench coat and black boots. The street is alive with the sounds of distant traffic and the chatter of passersby, while the couple remains in their own world, exchanging smiles and glances. The static camera captures their every step, as they navigate the urban landscape, framed by towering buildings and vibrant storefronts, under a sky painted with the warm hues of a setting sun.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_42_A couple strolls hand in hand down a bustling city.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_5736_The scene opens on a medium eye-level shot of thre_config.json

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+{
+  "timestamp": "2026-04-28T19:00:25.166405",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_5736_The scene opens on a medium eye-level shot of thre.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium, eye-level shot of three young women seated at a dining table, their forms and the environment rendered in a soft, flowing watercolor style. The woman on the left, with blonde hair tied back, wears a cream-colored sweater. In the center, a woman with dark, curly hair in a blush pink top smiles warmly. On the right, a woman with auburn hair in a terracotta dress initiates the toast. The table is adorned with simple white plates and silverware, with the focus being on three elegant glasses filled with a rich, crimson red wine. The woman on the right gracefully picks up her glass first. Following her lead, the woman in the center and then the woman on the left pick up their glasses. Their painted faces are filled with genuine joy and affection. They bring their glasses together over the center of the table, the light catching the deep red of the wine. The moment before the glasses clink is held, capturing the peak of their shared celebratory spirit. The background is a gentle wash of warm, indistinct colors, suggesting a cozy interior without distracting from the central, heartfelt action.",
+    "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": 5736,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_5736_The scene opens on a medium eye-level shot of thre.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_6267_The scene opens with a medium shot of an elderly w_config.json

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+{
+  "timestamp": "2026-04-28T19:02:23.272081",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_6267_The scene opens with a medium shot of an elderly w.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium shot of an elderly woman, appearing to be in her 80s, seated on a simple wooden stool in a public park. She has fine, silver hair neatly tied back and wears a traditional, dark-colored tunic with intricate embroidery at the collar. Her eyes are gently closed as she focuses on her music. In her hands, she holds a polished, dark wood erhu. Her left hand delicately presses the strings, her fingers moving with practiced grace, while her right hand draws the bow smoothly across them, producing a soulful, resonant melody. She hums softly, a low, gentle sound that harmonizes perfectly with the instrument's voice. A diverse crowd of onlookers, ranging from young adults to other seniors, has formed a respectful semi-circle around her. Some watch with rapt attention, their expressions contemplative. A young woman can be seen subtly recording on her phone, while an older man nods his head slowly to the rhythm. The park setting is serene, with large, mature trees whose leaves create a soft, dappled canopy. The light is diffused, characteristic of an overcast day, which lends a moody and introspective quality to the entire scene. The focus remains tightly on the woman, a figure of serene artistry amidst the quiet reverence of her audience.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 6267,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_005_seed_6267_The scene opens with a medium shot of an elderly w.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_469_The scene is a tight close-up rendered in a style_config.json

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+{
+  "timestamp": "2026-04-28T20:30:22.768355",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_469_The scene is a tight close-up rendered in a style.mp4",
+  "arguments": {
+    "prompt": "The scene is a tight close-up, rendered in a style reminiscent of a Da Vinci painting with its dramatic use of light and shadow. A petite woman is concealed within the suffocating confines of a dark closet. The composition adheres to the rule of thirds, placing her terrified face off-center. The only illumination is a stark, vertical sliver of light piercing the darkness from a door that is barely ajar. This side light carves her features out of the gloom, highlighting the sheen of tears in her wide-open eyes, the pale skin of her cheek, and the white knuckles of the hand she has clamped desperately over her mouth. Her body trembles violently and uncontrollably, a physical manifestation of her terror. She is trying to stifle any sound, her chest rising and falling in shallow, ragged breaths. The surrounding space is an abyss of black, with the faint outlines of hanging clothes creating a sense of being buried. The atmosphere is thick with dread and unbearable suspense, focusing entirely on her silent, petrified state.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 469,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_469_The scene is a tight close-up rendered in a style.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/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_4428_The scene opens with a medium shot of a cozy sligh_config.json

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+{
+  "timestamp": "2026-04-28T19:06:19.207681",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_4428_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_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": 4428,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_4428_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_012_seed_6952_The frame is filled entirely by the face of a fema_config.json

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+{
+  "timestamp": "2026-04-28T20:42:18.681691",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_6952_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_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": 6952,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_6952_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_42_A static camera captures a model standing confiden_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:44:40.961433",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_42_A static camera captures a model standing confiden.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a model standing confidently, wearing a light gray cotton t-shirt that fits snugly, accentuating the natural contours of the body. The round neckline frames the collarbone elegantly, while the short sleeves offer a casual yet stylish look. The fabric's softness and breathability are evident, with subtle movements revealing its lightweight nature. Close-up shots highlight the meticulous stitching details along the seams, showcasing craftsmanship. The model's relaxed posture and serene expression emphasize the t-shirt's comfort, while the neutral background ensures the focus remains on the garment's texture and design.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_013_seed_42_A static camera captures a model standing confiden.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_310_A man stands in a minimalist studio wearing a fitt_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:14:43.703780",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_310_A man stands in a minimalist studio wearing a fitt.mp4",
+  "arguments": {
+    "prompt": "A man stands in a minimalist studio, wearing a fitted black turtleneck and dark jeans, his entire body captured in the frame. The lighting casts soft shadows, highlighting his poised stance. As the camera focuses, he gracefully raises his hands above his head, fingers elegantly extended, creating a silhouette against the neutral backdrop. His expression is serene, eyes closed, as if lost in a moment of introspection. The scene conveys a sense of calm and balance, with the man's fluid motion and the studio's tranquil ambiance harmonizing perfectly.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_310_A man stands in a minimalist studio wearing a fitt.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_5314_The shot opens with an extreme close-up top-down v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:46:14.797751",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_5314_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_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": 5314,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_5314_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_014_seed_930_A man stands in a minimalist studio wearing a fitt_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:43:28.516359",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_930_A man stands in a minimalist studio wearing a fitt.mp4",
+  "arguments": {
+    "prompt": "A man stands in a minimalist studio, wearing a fitted black turtleneck and dark jeans, his entire body captured in the frame. The lighting casts soft shadows, highlighting his poised stance. As the camera focuses, he gracefully raises his hands above his head, fingers elegantly extended, creating a silhouette against the neutral backdrop. His expression is serene, eyes closed, as if lost in a moment of introspection. The scene conveys a sense of calm and balance, with the man's fluid motion and the studio's tranquil ambiance harmonizing perfectly.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_014_seed_930_A man stands in a minimalist studio wearing a fitt.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_6423_The scene opens with a low-angle full shot of a wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:50:10.969970",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_6423_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_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": 6423,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_016_seed_6423_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_021_seed_42_In a serene sunlit wetland a crocodile glides effo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:00:25.052545",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo.mp4",
+  "arguments": {
+    "prompt": "In a serene, sunlit wetland, a crocodile glides effortlessly through the shimmering water, its scales glistening under the warm sunlight. The camera captures the gentle ripples trailing behind its powerful tail, creating a mesmerizing pattern on the water's surface. Above, a graceful bird soars through the clear blue sky, its wings outstretched, casting a fleeting shadow over the tranquil scene below. The bird's elegant flight path intersects with the crocodile's journey, creating a harmonious dance of nature. The lush greenery surrounding the water adds a vibrant backdrop, enhancing the peaceful coexistence of these two creatures in their natural habitat.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_42_In a serene sunlit wetland a crocodile glides effo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_8669_The scene is captured from a dynamic low-angle wid_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:00:01.107422",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_8669_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_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": 8669,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_8669_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_023_seed_2561_The scene opens with a high-angle wide shot of a v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:03:57.368618",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_2561_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_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": 2561,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_023_seed_2561_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_024_seed_7852_The scene opens with a medium close-up on a man in_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:05:55.984342",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_7852_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_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": 7852,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_7852_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_2050_The scene opens on a wide shot of a meticulously c_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:07:54.228030",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_2050_The scene opens on a wide shot of a meticulously c.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide shot of a meticulously crafted claymation garden under a bright, sunny sky. The garden is a tapestry of vibrant colors, with lush green grass, a winding grey stone path, and oversized, whimsical flowers in pastel pinks, purples, and blues. A small clay figure of a little girl enters the frame from the right. She has brown pigtails tied with blue ribbons and is wearing a cheerful bright yellow dress. In her left hand, she clutches the red handle of a colorful, striped handbag. With a joyful expression on her face, she begins to skip along the stone path, moving from right to left across the screen. Her skipping motion is charmingly imperfect, a hallmark of stop-motion animation, with each frame capturing a distinct pose. As she skips, she swings the handbag back and forth in rhythm with her steps. In the background, a small clay butterfly with orange wings flutters near a large pink flower. The entire scene is bathed in soft, warm light, creating a gentle and heartwarming atmosphere of childhood innocence and wonder. The girl continues skipping until she exits the frame on the left.",
+    "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": 2050,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_2050_The scene opens on a wide shot of a meticulously c.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_310_In a serene dimly lit studio a graceful Chinese wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:44:14.427445",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_310_In a serene dimly lit studio a graceful Chinese wo.mp4",
+  "arguments": {
+    "prompt": "In a serene, dimly lit studio, a graceful Chinese woman dancer, dressed in a flowing red silk gown, performs an elegant routine. The camera circles around her, capturing the fluidity of her movements as she twirls and leaps with precision. Her long, dark hair sways rhythmically, accentuating each motion. The contrast between her dynamic dance and the stationary environment, with its minimalist decor and soft lighting, highlights her artistry. As she moves, the fabric of her gown billows like waves, creating a mesmerizing visual symphony. Her expressions, a blend of focus and passion, tell a story of dedication and grace.",
+    "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_029_seed_310_In a serene dimly lit studio a graceful Chinese 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_029_seed_930_In a serene dimly lit studio a graceful Chinese wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:13:05.390063",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_930_In a serene dimly lit studio a graceful Chinese wo.mp4",
+  "arguments": {
+    "prompt": "In a serene, dimly lit studio, a graceful Chinese woman dancer, dressed in a flowing red silk gown, performs an elegant routine. The camera circles around her, capturing the fluidity of her movements as she twirls and leaps with precision. Her long, dark hair sways rhythmically, accentuating each motion. The contrast between her dynamic dance and the stationary environment, with its minimalist decor and soft lighting, highlights her artistry. As she moves, the fabric of her gown billows like waves, creating a mesmerizing visual symphony. Her expressions, a blend of focus and passion, tell a story of dedication and grace.",
+    "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_029_seed_930_In a serene dimly lit studio a graceful Chinese 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_030_seed_930_A static camera captures a seamless sequence as a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:15:03.590790",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_930_A static camera captures a seamless sequence as a.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a seamless sequence as a person enters a dimly lit room through a wooden door, their silhouette briefly outlined by the hallway light. The room, sparsely furnished with a vintage armchair and a small table, exudes an air of mystery. The person, wearing a long coat and a hat, moves with purpose across the creaky wooden floor, their footsteps echoing softly. They pause momentarily, glancing around as if searching for something unseen. Then, without hesitation, they proceed to the opposite side of the room, where a second door awaits. With a gentle push, they exit, leaving the room in its quiet solitude once more.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_930_A static camera captures a seamless sequence as a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_033_seed_42_A charming Japanese actress wearing a pastel pink_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:23:58.842473",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_033_seed_42_A charming Japanese actress wearing a pastel pink.mp4",
+  "arguments": {
+    "prompt": "A charming Japanese actress, wearing a pastel pink apron over a casual white blouse, stands in her cozy, warmly-lit room, surrounded by an array of colorful ingredients and traditional cooking utensils. Her room, adorned with delicate cherry blossom decorations and soft, ambient lighting, creates an inviting atmosphere. She skillfully chops fresh vegetables on a wooden cutting board, her expression focused yet joyful. The camera captures her graceful movements as she stirs a simmering pot on a small stove, the aroma of her culinary creation filling the air. Her gentle smile and the serene setting reflect a harmonious blend of tradition and modernity.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_033_seed_42_A charming Japanese actress wearing a pastel pink.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:27:54.745748",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li.mp4",
+  "arguments": {
+    "prompt": "A joyful Chinese family gathers in a warmly lit living room adorned with vibrant red lanterns and intricate paper decorations, symbolizing prosperity and good fortune. The camera captures the moment they sit around a beautifully set table, sharing a sumptuous Lunar New Year feast featuring a golden-brown turkey, symbolizing abundance. The family members, dressed in traditional attire, exchange red envelopes filled with lucky money, their faces glowing with happiness and laughter. The room is filled with the aroma of delicious dishes, and the soft glow of lanterns casts a festive ambiance, enhancing the warmth and togetherness of this cherished celebration.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_035_seed_42_A joyful Chinese family gathers in a warmly lit li.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_036_seed_310_A majestic Maasai warrior stands tall on the sunli_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:57:59.691576",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_036_seed_310_A majestic Maasai warrior stands tall on the sunli.mp4",
+  "arguments": {
+    "prompt": "A majestic Maasai warrior stands tall on the sunlit savannah, his vibrant red shuka draped elegantly over his shoulder, contrasting with the golden grasses. In his hand, he holds a finely crafted spear, symbolizing strength and tradition. The camera captures the intricate details of his beaded jewelry, each piece telling a story of heritage and identity, with colorful beads forming patterns around his neck and wrists. His expression is one of pride and resilience, eyes scanning the horizon. Behind him, the vast landscape stretches endlessly, dotted with acacia trees under a brilliant blue sky, embodying the timeless beauty of the African plains.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_036_seed_310_A majestic Maasai warrior stands tall on the sunli.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_036_seed_930_A majestic Maasai warrior stands tall on the sunli_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:26:56.743080",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_036_seed_930_A majestic Maasai warrior stands tall on the sunli.mp4",
+  "arguments": {
+    "prompt": "A majestic Maasai warrior stands tall on the sunlit savannah, his vibrant red shuka draped elegantly over his shoulder, contrasting with the golden grasses. In his hand, he holds a finely crafted spear, symbolizing strength and tradition. The camera captures the intricate details of his beaded jewelry, each piece telling a story of heritage and identity, with colorful beads forming patterns around his neck and wrists. His expression is one of pride and resilience, eyes scanning the horizon. Behind him, the vast landscape stretches endlessly, dotted with acacia trees under a brilliant blue sky, embodying the timeless beauty of the African plains.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_036_seed_930_A majestic Maasai warrior stands tall on the sunli.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_038_seed_310_An Indigenous Australian family gathers under a st_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:01:55.729600",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_038_seed_310_An Indigenous Australian family gathers under a st.mp4",
+  "arguments": {
+    "prompt": "An Indigenous Australian family gathers under a starlit sky, seated in a circle around a crackling campfire, its warm glow casting flickering shadows on their faces. The elder, with wisdom etched in his features, shares ancestral stories, his voice resonating with the crackle of the flames. Children listen intently, their eyes wide with wonder, while the adults nod in appreciation, wrapped in traditional woven blankets. The firelight dances across their expressions, highlighting the deep connection and shared history. The surrounding bushland whispers in the night, adding a serene backdrop to this intimate gathering, where culture and kinship intertwine.",
+    "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_038_seed_310_An Indigenous Australian family gathers under a st.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_038_seed_930_An Indigenous Australian family gathers under a st_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:30:53.128998",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_038_seed_930_An Indigenous Australian family gathers under a st.mp4",
+  "arguments": {
+    "prompt": "An Indigenous Australian family gathers under a starlit sky, seated in a circle around a crackling campfire, its warm glow casting flickering shadows on their faces. The elder, with wisdom etched in his features, shares ancestral stories, his voice resonating with the crackle of the flames. Children listen intently, their eyes wide with wonder, while the adults nod in appreciation, wrapped in traditional woven blankets. The firelight dances across their expressions, highlighting the deep connection and shared history. The surrounding bushland whispers in the night, adding a serene backdrop to this intimate gathering, where culture and kinship intertwine.",
+    "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_038_seed_930_An Indigenous Australian family gathers under a st.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_039_seed_310_A warm inviting scene unfolds as a Latin American_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:03:53.789384",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_039_seed_310_A warm inviting scene unfolds as a Latin American.mp4",
+  "arguments": {
+    "prompt": "A warm, inviting scene unfolds as a Latin American family gathers around a rustic wooden table, adorned with vibrant, handwoven textiles. The camera pans slowly, capturing the colorful array of traditional dishes: steaming tamales wrapped in corn husks, a fragrant pot of arroz con pollo, and a platter of empanadas. The family, dressed in casual, colorful attire, engages in animated conversation, their laughter and lively chatter filling the air. The camera lingers on the grandmother, her eyes twinkling as she shares a story, while children eagerly reach for a bowl of fresh guacamole. The room is filled with the aroma of spices, and the warm glow of candlelight enhances the cozy, familial atmosphere.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_039_seed_310_A warm inviting scene unfolds as a Latin American.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_043_seed_310_A striking close-up reveals an African woman with_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:11:47.069215",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_043_seed_310_A striking close-up reveals an African woman with.mp4",
+  "arguments": {
+    "prompt": "A striking close-up reveals an African woman with intricately braided hair adorned with colorful beads, each braid meticulously crafted, reflecting cultural heritage. Her vibrant attire, a kaleidoscope of patterns and colors, features bold geometric designs and rich textures, showcasing traditional craftsmanship. The camera captures the subtle sheen of her hair, highlighting the artistry in each braid. Her clothing, a tapestry of vivid hues, complements her radiant skin, while the intricate patterns tell stories of ancestral lineage. Her serene expression, framed by the elaborate braids and vibrant fabric, exudes grace and strength, embodying a timeless cultural legacy.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_043_seed_310_A striking close-up reveals an African woman with.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_052_seed_310_In a bustling city square two distinct groups conv_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:29:33.254077",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_052_seed_310_In a bustling city square two distinct groups conv.mp4",
+  "arguments": {
+    "prompt": "In a bustling city square, two distinct groups converge, each representing opposing ideologies, their banners and placards vividly displaying their contrasting viewpoints. The air crackles with tension as passionate voices rise, echoing through the space. One group, clad in vibrant colors, advocates for progressive change, their expressions determined and hopeful. The other, dressed in more subdued tones, stands firm in their traditional beliefs, their faces resolute and unwavering. As they engage in a heated exchange, the atmosphere becomes charged, with onlookers gathering, some capturing the moment on their phones, while others watch intently, sensing the palpable energy of the confrontation.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_052_seed_310_In a bustling city square two distinct groups conv.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_052_seed_930_In a bustling city square two distinct groups conv_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:58:29.561547",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_052_seed_930_In a bustling city square two distinct groups conv.mp4",
+  "arguments": {
+    "prompt": "In a bustling city square, two distinct groups converge, each representing opposing ideologies, their banners and placards vividly displaying their contrasting viewpoints. The air crackles with tension as passionate voices rise, echoing through the space. One group, clad in vibrant colors, advocates for progressive change, their expressions determined and hopeful. The other, dressed in more subdued tones, stands firm in their traditional beliefs, their faces resolute and unwavering. As they engage in a heated exchange, the atmosphere becomes charged, with onlookers gathering, some capturing the moment on their phones, while others watch intently, sensing the palpable energy of the confrontation.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_052_seed_930_In a bustling city square two distinct groups conv.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_053_seed_310_In a bustling public square two individuals engage_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:31:31.697759",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_053_seed_310_In a bustling public square two individuals engage.mp4",
+  "arguments": {
+    "prompt": "In a bustling public square, two individuals engage in a heated argument, their voices rising above the ambient city sounds. The camera captures their animated gestures and intense expressions, highlighting the raw emotions on display. As the disagreement escalates, onlookers gather, their faces a mix of curiosity and concern. The scene becomes chaotic, with people stepping back, some recording on their phones, while others attempt to mediate. The camera pans to capture the tension in the air, the vibrant city backdrop contrasting with the charged atmosphere. The intensity of the moment is palpable, as emotions run high and the situation unfolds unpredictably.",
+    "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_053_seed_310_In a bustling public square two individuals engage.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_053_seed_930_In a bustling public square two individuals engage_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T21:00:28.826809",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_053_seed_930_In a bustling public square two individuals engage.mp4",
+  "arguments": {
+    "prompt": "In a bustling public square, two individuals engage in a heated argument, their voices rising above the ambient city sounds. The camera captures their animated gestures and intense expressions, highlighting the raw emotions on display. As the disagreement escalates, onlookers gather, their faces a mix of curiosity and concern. The scene becomes chaotic, with people stepping back, some recording on their phones, while others attempt to mediate. The camera pans to capture the tension in the air, the vibrant city backdrop contrasting with the charged atmosphere. The intensity of the moment is palpable, as emotions run high and the situation unfolds unpredictably.",
+    "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_053_seed_930_In a bustling public square two individuals engage.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_057_seed_42_In a vibrant park setting two distinct communities_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T14:11:13.249528",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_057_seed_42_In a vibrant park setting two distinct communities.mp4",
+  "arguments": {
+    "prompt": "In a vibrant park setting, two distinct communities gather for a shared cultural festival, each bringing unique traditions and energy. On one side, a group dressed in colorful, traditional attire performs a lively folk dance, their movements synchronized and joyful, accompanied by rhythmic drumming and melodic flutes. Opposite them, another community showcases a modern dance routine, wearing sleek, contemporary outfits, moving to the beat of electronic music with fluid, expressive gestures. The camera pans between the two groups, capturing the contrast in styles and the harmonious blend of sounds. As the event progresses, members from both communities begin to mingle, exchanging smiles and teaching each other dance steps, creating a dynamic fusion of tradition and modernity, highlighting the beauty of cultural exchange and mutual respect.",
+    "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_057_seed_42_In a vibrant park setting two distinct communities.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_058_seed_930_In a dimly lit conference room a diverse group of_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T21:10:19.504587",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_058_seed_930_In a dimly lit conference room a diverse group of.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit conference room, a diverse group of individuals sits around a large, polished wooden table, each person deep in thought. The camera pans to a middle-aged woman with glasses, her brow furrowed, as she passionately argues her point, gesturing with her hands. Across from her, a young man in a suit leans back, arms crossed, listening intently, his expression skeptical. The camera shifts to an elderly gentleman, his eyes wise and contemplative, as he softly speaks, offering a historical perspective. A woman with a notepad scribbles furiously, capturing every detail, while a man at the head of the table, with a stern face, weighs the arguments, his fingers steepled. The atmosphere is tense, the stakes high, as each voice adds a layer of complexity to the decision at hand.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_058_seed_930_In a dimly lit conference room a diverse group of.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/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_060_seed_310_A young adult wearing a gray hoodie and jeans stan_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T17:45:21.905518",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_060_seed_310_A young adult wearing a gray hoodie and jeans stan.mp4",
+  "arguments": {
+    "prompt": "A young adult, wearing a gray hoodie and jeans, stands alone on a dimly lit city street, their face reflecting a mix of determination and vulnerability. The camera captures their hesitant steps as they navigate through bustling crowds, the city's neon lights casting colorful reflections on their contemplative expression. In a quiet park, they pause, sitting on a bench, their gaze distant, lost in thought. The scene shifts to a cozy apartment, where they sit at a cluttered desk, surrounded by personal mementos, their fingers tapping nervously on a laptop. Finally, they stand on a rooftop, overlooking the cityscape, the wind gently tousling their hair, as they take a deep breath, symbolizing resilience and hope amidst adversity.",
+    "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_060_seed_310_A young adult wearing a gray hoodie and jeans stan.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"
+  }
+}