Upload SAGE-GRPO outputs base_model

outputs/base_model/samples/step_000100/sample_000_seed_7271_This cinematic close-up shot focuses on a young ma.mp4

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outputs/base_model/samples/step_000100/sample_000_seed_7271_This cinematic close-up shot focuses on a young ma_config.json

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+{
+  "timestamp": "2026-04-23T16:19:50.207922",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/sample_000_seed_7271_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.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,
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+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7271,
+    "image_path": null,
+    "output_path": "./outputs/base_model/validation/step_000100/sample_000_seed_7271_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": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/base_model/samples/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4

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outputs/base_model/samples/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma_config.json

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+{
+  "timestamp": "2026-04-28T15:18:04.217159",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+  "arguments": {
+    "prompt": "This cinematic close-up shot focuses on a young man with a round, gentle face and dark, neatly combed hair. He is seated at what appears to be a wooden table. The camera is positioned at eye level, creating an intimate and personal perspective. He wears a cozy, brown knit sweater. The scene is bathed in soft, natural light that casts gentle shadows, suggesting a calm afternoon. His full attention is on the task at hand: peeling a vibrant red apple. He holds the apple in his left hand and a small, silver paring knife in his right. With practiced, deliberate movements, he guides the blade just under the skin, carving off a single, unbroken peel that begins to curl downwards. His expression is one of serene focus, his brow slightly furrowed in concentration. The background is softly out of focus, hinting at a simple, rustic kitchen setting, ensuring the viewer's attention remains on the man and the simple, satisfying act of peeling the apple.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
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+    "output_path": "./outputs/base_model/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
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+    "cache_end_step": 45,
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+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/base_model/samples/step_000100/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma.mp4

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outputs/base_model/samples/step_000100/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma_config.json

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+{
+  "timestamp": "2026-04-28T15:41:01.881554",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation_2/step_000100/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma.mp4",
+  "arguments": {
+    "prompt": "This cinematic close-up shot focuses on a young man with a round, gentle face and dark, neatly combed hair. He is seated at what appears to be a wooden table. The camera is positioned at eye level, creating an intimate and personal perspective. He wears a cozy, brown knit sweater. The scene is bathed in soft, natural light that casts gentle shadows, suggesting a calm afternoon. His full attention is on the task at hand: peeling a vibrant red apple. He holds the apple in his left hand and a small, silver paring knife in his right. With practiced, deliberate movements, he guides the blade just under the skin, carving off a single, unbroken peel that begins to curl downwards. His expression is one of serene focus, his brow slightly furrowed in concentration. The background is softly out of focus, hinting at a simple, rustic kitchen setting, ensuring the viewer's attention remains on the man and the simple, satisfying act of peeling the apple.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
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+    "overlap_group_offloading": false,
+    "dtype": "bf16",
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+    "image_path": null,
+    "output_path": "./outputs/base_model/validation_2/step_000100/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": null,
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/base_model/samples/step_000100/sample_001_seed_861_The scene opens on a tranquil sun-drenched meadow.mp4

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outputs/base_model/samples/step_000100/sample_001_seed_861_The scene opens on a tranquil sun-drenched meadow_config.json

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+{
+  "timestamp": "2026-04-23T16:21:49.543025",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/sample_001_seed_861_The scene opens on a tranquil sun-drenched meadow.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tranquil, sun-drenched meadow in the late afternoon. An eye-level full shot frames Isaac Newton, a man with long hair dressed in simple 17th-century clothing, sitting at the base of a large, gnarled apple tree. He leans against the trunk, positioned according to the rule of thirds, creating a sense of balance and space. Dappled sunlight streams through the leafy canopy, casting soft, moving shadows on the ground. Newton is completely absorbed in thought, his gaze distant and unfocused. A gentle breeze rustles the leaves. High above him, a ripe red apple loosens from its stem. It drops silently at first, then lands with a distinct 'thump' on top of Newton's head. He flinches, startled out of his deep thoughts, and instinctively raises a hand to the point of impact. His eyes dart upwards towards the branches, then scan the ground around him. He spots the offending red apple lying in the grass. His initial annoyance gives way to curiosity as he reaches down, picks it up, and holds it in his palm. He turns it over, examining it, and his expression slowly transforms into one of profound, dawning realization, the genesis of a revolutionary idea.",
+    "valid_video_csv": [
+      "assets/demo_sample.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
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+    "rewrite": false,
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+    "output_path": "./outputs/base_model/validation/step_000100/sample_001_seed_861_The scene opens on a tranquil sun-drenched meadow.mp4",
+    "original_noise_dir": null,
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+    "sage_blocks_range": "0-53",
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+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/base_model/samples/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow.mp4

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outputs/base_model/samples/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow_config.json

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+{
+  "timestamp": "2026-04-28T15:20:04.436259",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tranquil, sun-drenched meadow in the late afternoon. An eye-level full shot frames Isaac Newton, a man with long hair dressed in simple 17th-century clothing, sitting at the base of a large, gnarled apple tree. He leans against the trunk, positioned according to the rule of thirds, creating a sense of balance and space. Dappled sunlight streams through the leafy canopy, casting soft, moving shadows on the ground. Newton is completely absorbed in thought, his gaze distant and unfocused. A gentle breeze rustles the leaves. High above him, a ripe red apple loosens from its stem. It drops silently at first, then lands with a distinct 'thump' on top of Newton's head. He flinches, startled out of his deep thoughts, and instinctively raises a hand to the point of impact. His eyes dart upwards towards the branches, then scan the ground around him. He spots the offending red apple lying in the grass. His initial annoyance gives way to curiosity as he reaches down, picks it up, and holds it in his palm. He turns it over, examining it, and his expression slowly transforms into one of profound, dawning realization, the genesis of a revolutionary idea.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
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+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/base_model/samples/step_000100/sample_001_seed_863_The scene opens on a tranquil sun-drenched meadow.mp4

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outputs/base_model/samples/step_000100/sample_001_seed_863_The scene opens on a tranquil sun-drenched meadow_config.json

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+{
+  "timestamp": "2026-04-28T15:43:00.133654",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation_2/step_000100/sample_001_seed_863_The scene opens on a tranquil sun-drenched meadow.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tranquil, sun-drenched meadow in the late afternoon. An eye-level full shot frames Isaac Newton, a man with long hair dressed in simple 17th-century clothing, sitting at the base of a large, gnarled apple tree. He leans against the trunk, positioned according to the rule of thirds, creating a sense of balance and space. Dappled sunlight streams through the leafy canopy, casting soft, moving shadows on the ground. Newton is completely absorbed in thought, his gaze distant and unfocused. A gentle breeze rustles the leaves. High above him, a ripe red apple loosens from its stem. It drops silently at first, then lands with a distinct 'thump' on top of Newton's head. He flinches, startled out of his deep thoughts, and instinctively raises a hand to the point of impact. His eyes dart upwards towards the branches, then scan the ground around him. He spots the offending red apple lying in the grass. His initial annoyance gives way to curiosity as he reaches down, picks it up, and holds it in his palm. He turns it over, examining it, and his expression slowly transforms into one of profound, dawning realization, the genesis of a revolutionary idea.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
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+    "quant_type": "fp8-per-token-sgl",
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+  }
+}

outputs/base_model/samples/step_000100/sample_002_seed_5391_The scene opens on a tight eye-level close-up of a.mp4

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outputs/base_model/samples/step_000100/sample_002_seed_5391_The scene opens on a tight eye-level close-up of a_config.json

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+{
+  "timestamp": "2026-04-23T16:23:47.667774",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/sample_002_seed_5391_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.csv"
+    ],
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+    "resolution": "480p",
+    "model_path": "./ckpts",
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+}

outputs/base_model/samples/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4

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outputs/base_model/samples/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a_config.json

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+{
+  "timestamp": "2026-04-28T15:22:04.598241",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
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outputs/base_model/samples/step_000100/sample_002_seed_5393_The scene opens on a tight eye-level close-up of a_config.json

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outputs/base_model/samples/step_000100/sample_003_seed_5192_The scene opens on a tight close-up of a blond man.mp4

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outputs/base_model/samples/step_000100/sample_004_seed_5735_The scene opens on a medium eye-level shot of thre.mp4

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outputs/base_model/samples/step_000100/sample_004_seed_5735_The scene opens on a medium eye-level shot of thre_config.json

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outputs/base_model/samples/step_000100/sample_005_seed_6266_The scene opens with a medium shot of an elderly w.mp4

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outputs/base_model/samples/step_000100/sample_005_seed_6266_The scene opens with a medium shot of an elderly w_config.json

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+  "output_path": "./outputs/base_model/validation/step_000100/sample_005_seed_6266_The scene opens with a medium shot of an elderly w.mp4",
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outputs/base_model/samples/step_000100/sample_005_seed_6267_The scene opens with a medium shot of an elderly w_config.json

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outputs/base_model/samples/step_000100/sample_005_seed_6268_The scene opens with a medium shot of an elderly w_config.json

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+  "task": "t2v",
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+  "output_path": "./outputs/base_model/validation_2/step_000100/sample_005_seed_6268_The scene opens with a medium shot of an elderly w.mp4",
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outputs/base_model/samples/step_000100/sample_006_seed_467_The scene is a tight close-up rendered in a style.mp4

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outputs/base_model/samples/step_000100/sample_006_seed_467_The scene is a tight close-up rendered in a style_config.json

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+{
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+  "task": "t2v",
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outputs/base_model/samples/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style_config.json

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+  "task": "t2v",
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outputs/base_model/samples/step_000100/sample_006_seed_469_The scene is a tight close-up rendered in a style_config.json

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+  "task": "t2v",
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outputs/base_model/samples/step_000100/sample_007_seed_4427_The scene opens with a medium shot of a cozy sligh_config.json

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+  "task": "t2v",
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+  "output_path": "./outputs/base_model/validation/step_000100/sample_007_seed_4427_The scene opens with a medium shot of a cozy sligh.mp4",
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outputs/base_model/samples/step_000100/sample_007_seed_4428_The scene opens with a medium shot of a cozy sligh.mp4

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outputs/base_model/samples/step_000100/sample_007_seed_4428_The scene opens with a medium shot of a cozy sligh_config.json

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+{
+  "timestamp": "2026-04-28T15:31:59.047427",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/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": [
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+    "resolution": "480p",
+    "model_path": "./ckpts",
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outputs/base_model/samples/step_000100/sample_007_seed_4429_The scene opens with a medium shot of a cozy sligh.mp4

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outputs/base_model/samples/step_000100/sample_007_seed_4429_The scene opens with a medium shot of a cozy sligh_config.json

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+{
+  "timestamp": "2026-04-28T15:54:51.855984",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation_2/step_000100/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": [
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+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
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outputs/base_model/samples/step_000100/sample_008_seed_5579_The scene opens on a medium long shot capturing th.mp4

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outputs/base_model/samples/step_000100/sample_008_seed_5579_The scene opens on a medium long shot capturing th_config.json

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+{
+  "timestamp": "2026-04-23T16:35:39.897972",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/base_model/validation/step_000100/sample_008_seed_5579_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": [
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+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
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+}