Add files using upload-large-folder tool

outputs/yw002-1-sage-baseline/tb/events.out.tfevents.1776877494.ywang29-hunyuan-sage-baseline-worker-0.1793.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd413f14fa65217c22237f1a58870ecfde7f6e1ff67caa748cc50164e82d0866
+size 958405

outputs/yw002-1-sage-baseline/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:51:47.383072",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_000_seed_7272_This cinematic close-up shot focuses on a young ma.mp4",
+  "arguments": {
+    "prompt": "This cinematic close-up shot focuses on a young man with a round, gentle face and dark, neatly combed hair. He is seated at what appears to be a wooden table. The camera is positioned at eye level, creating an intimate and personal perspective. He wears a cozy, brown knit sweater. The scene is bathed in soft, natural light that casts gentle shadows, suggesting a calm afternoon. His full attention is on the task at hand: peeling a vibrant red apple. He holds the apple in his left hand and a small, silver paring knife in his right. With practiced, deliberate movements, he guides the blade just under the skin, carving off a single, unbroken peel that begins to curl downwards. His expression is one of serene focus, his brow slightly furrowed in concentration. The background is softly out of focus, hinting at a simple, rustic kitchen setting, ensuring the viewer's attention remains on the man and the simple, satisfying act of peeling the apple.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7272,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_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",
+    "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-100/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_000100/sample_000_seed_7273_This cinematic close-up shot focuses on a young ma_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:18:15.120651",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/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,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7273,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_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": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:53:45.171154",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tranquil, sun-drenched meadow in the late afternoon. An eye-level full shot frames Isaac Newton, a man with long hair dressed in simple 17th-century clothing, sitting at the base of a large, gnarled apple tree. He leans against the trunk, positioned according to the rule of thirds, creating a sense of balance and space. Dappled sunlight streams through the leafy canopy, casting soft, moving shadows on the ground. Newton is completely absorbed in thought, his gaze distant and unfocused. A gentle breeze rustles the leaves. High above him, a ripe red apple loosens from its stem. It drops silently at first, then lands with a distinct 'thump' on top of Newton's head. He flinches, startled out of his deep thoughts, and instinctively raises a hand to the point of impact. His eyes dart upwards towards the branches, then scan the ground around him. He spots the offending red apple lying in the grass. His initial annoyance gives way to curiosity as he reaches down, picks it up, and holds it in his palm. He turns it over, examining it, and his expression slowly transforms into one of profound, dawning realization, the genesis of a revolutionary idea.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "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": 862,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow.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-100/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_000100/sample_001_seed_863_The scene opens on a tranquil sun-drenched meadow_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:20:13.698567",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/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",
+    "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": 863,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_001_seed_863_The scene opens on a tranquil sun-drenched meadow.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-100/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_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:55:43.524267",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight, eye-level close-up of an older, white-haired chef in a professional kitchen. His face, etched with lines of fatigue, is illuminated by a single source of side lighting, casting deep shadows that accentuate his somber mood. He is wearing a traditional white chef's jacket, slightly unbuttoned at the collar. In his right hand, he holds a stainless steel tasting spoon containing a small amount of a dark sauce. He brings the spoon to his mouth, his movements deliberate and practiced. He closes his eyes as he tastes the contents, his brow furrowing slightly. A moment of stillness hangs in the air before his expression shifts to one of clear, deep-seated disappointment. His lips press into a thin line. He lowers the spoon, his gaze directed downwards and off-camera, as if lost in thought. He then begins to shake his head slowly and deliberately from side to side, a non-verbal confirmation that the dish is not right. The background is a soft-focus blur of a sterile, industrial kitchen environment, with the metallic sheen of stainless steel surfaces and the dark shapes of hanging pots and pans barely discernible, isolating the chef in his moment of quiet professional grief.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5392,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_002_seed_5392_The scene opens on a tight eye-level close-up of a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_002_seed_5393_The scene opens on a tight eye-level close-up of a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:22:11.862744",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_002_seed_5393_The scene opens on a tight eye-level close-up of a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight, eye-level close-up of an older, white-haired chef in a professional kitchen. His face, etched with lines of fatigue, is illuminated by a single source of side lighting, casting deep shadows that accentuate his somber mood. He is wearing a traditional white chef's jacket, slightly unbuttoned at the collar. In his right hand, he holds a stainless steel tasting spoon containing a small amount of a dark sauce. He brings the spoon to his mouth, his movements deliberate and practiced. He closes his eyes as he tastes the contents, his brow furrowing slightly. A moment of stillness hangs in the air before his expression shifts to one of clear, deep-seated disappointment. His lips press into a thin line. He lowers the spoon, his gaze directed downwards and off-camera, as if lost in thought. He then begins to shake his head slowly and deliberately from side to side, a non-verbal confirmation that the dish is not right. The background is a soft-focus blur of a sterile, industrial kitchen environment, with the metallic sheen of stainless steel surfaces and the dark shapes of hanging pots and pans barely discernible, isolating the chef in his moment of quiet professional grief.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5393,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_002_seed_5393_The scene opens on a tight eye-level close-up of a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:57:42.081706",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight close-up of a blond man in his late 30s, his face partially illuminated by a single, harsh light source from the right, creating a dramatic chiaroscuro effect. The background is a dark, indistinct blur, suggesting a private study or office at night. Initially, his expression is neutral, perhaps listening to something off-screen. A subtle flicker of understanding crosses his features, followed by a wave of disbelief. His blue eyes widen for a moment, and his brow furrows. Then, the transformation begins. His skin seems to pale, taking on a livid, almost greyish hue under the cool light. His nostrils flare, and he draws a sharp, silent breath. His jaw clenches so tightly that a muscle bulges along his cheek. His gaze becomes a hard, piercing stare, fixed on an unseen point. His hands, which were out of frame, slowly rise into view. We see the fingers curl inward, one by one, until both hands are balled into powerful, white-knuckled fists. The veins on the back of his hands stand out, and the fists tremble with suppressed rage. He remains frozen in this state of potent, silent fury, a portrait of anger about to boil over.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5193,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_003_seed_5193_The scene opens on a tight close-up of a blond man.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_003_seed_5194_The scene opens on a tight close-up of a blond man_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:24:09.798652",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_003_seed_5194_The scene opens on a tight close-up of a blond man.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a tight close-up of a blond man in his late 30s, his face partially illuminated by a single, harsh light source from the right, creating a dramatic chiaroscuro effect. The background is a dark, indistinct blur, suggesting a private study or office at night. Initially, his expression is neutral, perhaps listening to something off-screen. A subtle flicker of understanding crosses his features, followed by a wave of disbelief. His blue eyes widen for a moment, and his brow furrows. Then, the transformation begins. His skin seems to pale, taking on a livid, almost greyish hue under the cool light. His nostrils flare, and he draws a sharp, silent breath. His jaw clenches so tightly that a muscle bulges along his cheek. His gaze becomes a hard, piercing stare, fixed on an unseen point. His hands, which were out of frame, slowly rise into view. We see the fingers curl inward, one by one, until both hands are balled into powerful, white-knuckled fists. The veins on the back of his hands stand out, and the fists tremble with suppressed rage. He remains frozen in this state of potent, silent fury, a portrait of anger about to boil over.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 5194,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_003_seed_5194_The scene opens on a tight close-up of a blond man.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_004_seed_5736_The scene opens on a medium eye-level shot of thre_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:59:39.953057",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_004_seed_5737_The scene opens on a medium eye-level shot of thre_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:26:08.079722",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_004_seed_5737_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_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": 5737,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_004_seed_5737_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-100/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_000100/sample_005_seed_6267_The scene opens with a medium shot of an elderly w_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:01:37.822994",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_005_seed_6268_The scene opens with a medium shot of an elderly w_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:28:06.244934",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_005_seed_6268_The scene opens with a medium shot of an elderly w.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium shot of an elderly woman, appearing to be in her 80s, seated on a simple wooden stool in a public park. She has fine, silver hair neatly tied back and wears a traditional, dark-colored tunic with intricate embroidery at the collar. Her eyes are gently closed as she focuses on her music. In her hands, she holds a polished, dark wood erhu. Her left hand delicately presses the strings, her fingers moving with practiced grace, while her right hand draws the bow smoothly across them, producing a soulful, resonant melody. She hums softly, a low, gentle sound that harmonizes perfectly with the instrument's voice. A diverse crowd of onlookers, ranging from young adults to other seniors, has formed a respectful semi-circle around her. Some watch with rapt attention, their expressions contemplative. A young woman can be seen subtly recording on her phone, while an older man nods his head slowly to the rhythm. The park setting is serene, with large, mature trees whose leaves create a soft, dappled canopy. The light is diffused, characteristic of an overcast day, which lends a moody and introspective quality to the entire scene. The focus remains tightly on the woman, a figure of serene artistry amidst the quiet reverence of her audience.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 6268,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_005_seed_6268_The scene opens with a medium shot of an elderly w.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:03:35.510806",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style.mp4",
+  "arguments": {
+    "prompt": "The scene is a tight close-up, rendered in a style reminiscent of a Da Vinci painting with its dramatic use of light and shadow. A petite woman is concealed within the suffocating confines of a dark closet. The composition adheres to the rule of thirds, placing her terrified face off-center. The only illumination is a stark, vertical sliver of light piercing the darkness from a door that is barely ajar. This side light carves her features out of the gloom, highlighting the sheen of tears in her wide-open eyes, the pale skin of her cheek, and the white knuckles of the hand she has clamped desperately over her mouth. Her body trembles violently and uncontrollably, a physical manifestation of her terror. She is trying to stifle any sound, her chest rising and falling in shallow, ragged breaths. The surrounding space is an abyss of black, with the faint outlines of hanging clothes creating a sense of being buried. The atmosphere is thick with dread and unbearable suspense, focusing entirely on her silent, petrified state.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 468,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_006_seed_468_The scene is a tight close-up rendered in a style.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_006_seed_469_The scene is a tight close-up rendered in a style_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:30:04.291284",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_007_seed_4428_The scene opens with a medium shot of a cozy sligh_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:05:33.425466",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/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": [
+      "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_000100/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-100/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_000100/sample_007_seed_4429_The scene opens with a medium shot of a cozy sligh_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:32:02.655217",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/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": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 4429,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_007_seed_4429_The scene opens with a medium shot of a cozy sligh.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:07:31.396038",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium long shot, capturing the full form of a graceful, fair-skinned European rhythmic gymnast in the center of a competition floor. She is illuminated by a powerful, bright spotlight that makes her sparkling, royal blue leotard glitter. Her blonde hair is tied back in a neat bun. In her hands, she expertly manipulates a long, shimmering silver ribbon, which swirls and dances around her in intricate, flowing patterns as she moves. She executes a series of complex maneuvers, including a high, arching leap followed by a perfectly controlled spin, her body a picture of elegance and strength. The camera, positioned at a slightly low angle, emphasizes the height of her jumps and the grandeur of her performance. The background is dark, but filled with the blurred shapes of a massive, seated audience. The sound of their thunderous applause and enthusiastic cheers is constant, underscoring the excitement of the event. The atmosphere is electric and triumphant, celebrating the athlete's incredible skill and artistry.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5580,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_008_seed_5580_The scene opens on a medium long shot capturing th.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_008_seed_5581_The scene opens on a medium long shot capturing th_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:34:01.756904",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_008_seed_5581_The scene opens on a medium long shot capturing th.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium long shot, capturing the full form of a graceful, fair-skinned European rhythmic gymnast in the center of a competition floor. She is illuminated by a powerful, bright spotlight that makes her sparkling, royal blue leotard glitter. Her blonde hair is tied back in a neat bun. In her hands, she expertly manipulates a long, shimmering silver ribbon, which swirls and dances around her in intricate, flowing patterns as she moves. She executes a series of complex maneuvers, including a high, arching leap followed by a perfectly controlled spin, her body a picture of elegance and strength. The camera, positioned at a slightly low angle, emphasizes the height of her jumps and the grandeur of her performance. The background is dark, but filled with the blurred shapes of a massive, seated audience. The sound of their thunderous applause and enthusiastic cheers is constant, underscoring the excitement of the event. The atmosphere is electric and triumphant, celebrating the athlete's incredible skill and artistry.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5581,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_008_seed_5581_The scene opens on a medium long shot capturing th.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:09:29.253279",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a stunning wide shot, filmed in slow motion from a low angle. Five children, a diverse group of boys and girls aged between six and ten, are running exuberantly across a vast field. The field is filled with tall, golden-yellow grass that sways gently in the breeze and reaches their waists. It's the golden hour, and the setting sun, positioned behind the children, creates a brilliant backlight. This light forms a radiant halo around their hair and outlines their bodies, separating them from the lush background. Dust motes and pollen kicked up by their running feet dance and sparkle in the sunbeams. The children are spread out, yet moving together as a group from right to left across the frame. Their faces are alight with pure joy; mouths are open in laughter, and their eyes are bright with excitement. One girl with long blonde pigtails leads the pack, looking back over her shoulder with a wide grin. A boy in a red t-shirt leaps playfully into the air. The slow-motion effect accentuates every detail: the bounce of their hair, the flowing fabric of their clothes, and the effortless grace of their youthful movements. The sky above is a soft, clear blue, providing a cool contrast to the warm tones of the field below. The atmosphere is overwhelmingly joyful, nostalgic, and evocative of the perfect, endless days of summer childhood.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 8324,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_009_seed_8324_The scene opens with a stunning wide shot filmed i.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_009_seed_8325_The scene opens with a stunning wide shot filmed i_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:36:01.366570",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_009_seed_8325_The scene opens with a stunning wide shot filmed i.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a stunning wide shot, filmed in slow motion from a low angle. Five children, a diverse group of boys and girls aged between six and ten, are running exuberantly across a vast field. The field is filled with tall, golden-yellow grass that sways gently in the breeze and reaches their waists. It's the golden hour, and the setting sun, positioned behind the children, creates a brilliant backlight. This light forms a radiant halo around their hair and outlines their bodies, separating them from the lush background. Dust motes and pollen kicked up by their running feet dance and sparkle in the sunbeams. The children are spread out, yet moving together as a group from right to left across the frame. Their faces are alight with pure joy; mouths are open in laughter, and their eyes are bright with excitement. One girl with long blonde pigtails leads the pack, looking back over her shoulder with a wide grin. A boy in a red t-shirt leaps playfully into the air. The slow-motion effect accentuates every detail: the bounce of their hair, the flowing fabric of their clothes, and the effortless grace of their youthful movements. The sky above is a soft, clear blue, providing a cool contrast to the warm tones of the field below. The atmosphere is overwhelmingly joyful, nostalgic, and evocative of the perfect, endless days of summer childhood.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 8325,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_009_seed_8325_The scene opens with a stunning wide shot filmed i.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_010_seed_1687_The scene is captured in a dramatic low-angle medi_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:11:27.225593",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_010_seed_1687_The scene is captured in a dramatic low-angle medi.mp4",
+  "arguments": {
+    "prompt": "The scene is captured in a dramatic low-angle medium shot, amplifying the scale and danger of the stunt. On a completely dark stage, the only source of light is a large metal ring, fiercely ablaze with vibrant orange and yellow flames that lick and dance into the darkness. A bare-chested Asian man, his muscles taut with concentration, stands poised a few feet from the fiery obstacle. He takes a deep breath, his eyes locked on the opening. With a powerful burst of energy, he sprints forward. He launches himself into the air, tucking his legs and arms close to his body to navigate the narrow, burning passage. For a split second, he is perfectly framed within the circle of fire, a silhouette against the inferno. The intense light casts flickering shadows and highlights across his skin and simple dark pants. He passes through the ring cleanly and lands gracefully on the other side, rolling to absorb the impact before rising to his feet. The background remains an abyss of black, isolating the raw, thrilling spectacle of man versus fire. The atmosphere is thick with tension and awe at the display of courage and physical control.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 1687,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_010_seed_1687_The scene is captured in a dramatic low-angle medi.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_010_seed_1688_The scene is captured in a dramatic low-angle medi_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:37:59.542489",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_010_seed_1688_The scene is captured in a dramatic low-angle medi.mp4",
+  "arguments": {
+    "prompt": "The scene is captured in a dramatic low-angle medium shot, amplifying the scale and danger of the stunt. On a completely dark stage, the only source of light is a large metal ring, fiercely ablaze with vibrant orange and yellow flames that lick and dance into the darkness. A bare-chested Asian man, his muscles taut with concentration, stands poised a few feet from the fiery obstacle. He takes a deep breath, his eyes locked on the opening. With a powerful burst of energy, he sprints forward. He launches himself into the air, tucking his legs and arms close to his body to navigate the narrow, burning passage. For a split second, he is perfectly framed within the circle of fire, a silhouette against the inferno. The intense light casts flickering shadows and highlights across his skin and simple dark pants. He passes through the ring cleanly and lands gracefully on the other side, rolling to absorb the impact before rising to his feet. The background remains an abyss of black, isolating the raw, thrilling spectacle of man versus fire. The atmosphere is thick with tension and awe at the display of courage and physical control.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 1688,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_010_seed_1688_The scene is captured in a dramatic low-angle medi.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_011_seed_771_The scene is set in a bustling sun-drenched town s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:13:25.040078",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_011_seed_771_The scene is set in a bustling sun-drenched town s.mp4",
+  "arguments": {
+    "prompt": "The scene is set in a bustling, sun-drenched town square with historic buildings in the background. A wide, eye-level shot captures an elderly man pushing a tandem wheelchair, in which his wife is seated comfortably. They move across the cobblestone plaza, their expressions content. The entire scene is rendered in sharp focus, highlighting the textures of the environment and the details of the people. As they proceed, they come across three other elderly couples who appear to be old friends. A moment of joyful recognition passes between them. The man stops the wheelchair, and the groups merge. Smiles, waves, and cheerful chatter fill the air as they reunite, creating a lively and heartwarming tableau of enduring companionship and community in their golden years. The camera remains static, allowing the natural, happy interaction to unfold within the frame.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 771,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_011_seed_771_The scene is set in a bustling sun-drenched town s.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_011_seed_772_The scene is set in a bustling sun-drenched town s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:39:57.914427",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_011_seed_772_The scene is set in a bustling sun-drenched town s.mp4",
+  "arguments": {
+    "prompt": "The scene is set in a bustling, sun-drenched town square with historic buildings in the background. A wide, eye-level shot captures an elderly man pushing a tandem wheelchair, in which his wife is seated comfortably. They move across the cobblestone plaza, their expressions content. The entire scene is rendered in sharp focus, highlighting the textures of the environment and the details of the people. As they proceed, they come across three other elderly couples who appear to be old friends. A moment of joyful recognition passes between them. The man stops the wheelchair, and the groups merge. Smiles, waves, and cheerful chatter fill the air as they reunite, creating a lively and heartwarming tableau of enduring companionship and community in their golden years. The camera remains static, allowing the natural, happy interaction to unfold within the frame.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 772,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_011_seed_772_The scene is set in a bustling sun-drenched town s.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:15:23.003903",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema.mp4",
+  "arguments": {
+    "prompt": "The frame is filled entirely by the face of a female tourist in extreme distress. The shot is an unflinching extreme close-up at eye level, creating an intimate and unsettling connection with her struggle. She is breathing from a transparent oxygen mask strapped tightly to her face. Her lips, the focal point of the shot, are a deathly shade of blue-grey, a clear sign of cyanosis. They are painfully chapped, with dry skin peeling away, evidence of severe dehydration and exposure to harsh elements. With each ragged inhalation, her nostrils flare wide, the muscles in her face tensing with the sheer effort of drawing air into her lungs. A fine layer of frost and tiny ice crystals can be seen on her eyebrows and the wisps of hair escaping her fur-lined hood. The overcast natural light is stark and unforgiving, highlighting every raw texture on her skin and casting subtle, cold shadows. The background is a complete blur of white and grey, suggesting a snow-swept, high-altitude location without offering any distracting details. The only movement is the rhythmic, desperate pulse of her breathing.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 6951,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_012_seed_6951_The frame is filled entirely by the face of a fema.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_012_seed_6952_The frame is filled entirely by the face of a fema_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:41:56.035619",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_013_seed_2435_The scene opens on a bright sunny day in a lush gr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:17:20.657652",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_013_seed_2435_The scene opens on a bright sunny day in a lush gr.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a bright, sunny day in a lush green backyard. A small boy, around six years old with tousled blond hair, is the central focus. He is dressed in a vibrant red short-sleeved t-shirt and blue denim shorts. In front of him, on the manicured lawn, sits a tall, slightly wobbly tower constructed from colorful wooden blocks of various shapes and sizes—red, blue, yellow, and green. The camera, positioned at a low angle, captures the boy as he takes a small step back to admire his handiwork. He plants his feet firmly apart, straightens his back, and places both hands squarely on his hips in a classic pose of accomplishment. His chest puffs out with pride. After a moment of contemplation, his face breaks into a huge, infectious smile, his eyes crinkling at the corners. The smile is pure, unadulterated joy and pride. The bright, natural sunlight casts a warm glow over the entire scene, creating a soft lens flare and making the colors pop. The background is slightly blurred, keeping the focus entirely on the boy and his triumphant moment.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 2435,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_013_seed_2435_The scene opens on a bright sunny day in a lush gr.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_013_seed_2436_The scene opens on a bright sunny day in a lush gr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:43:54.124240",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_013_seed_2436_The scene opens on a bright sunny day in a lush gr.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a bright, sunny day in a lush green backyard. A small boy, around six years old with tousled blond hair, is the central focus. He is dressed in a vibrant red short-sleeved t-shirt and blue denim shorts. In front of him, on the manicured lawn, sits a tall, slightly wobbly tower constructed from colorful wooden blocks of various shapes and sizes—red, blue, yellow, and green. The camera, positioned at a low angle, captures the boy as he takes a small step back to admire his handiwork. He plants his feet firmly apart, straightens his back, and places both hands squarely on his hips in a classic pose of accomplishment. His chest puffs out with pride. After a moment of contemplation, his face breaks into a huge, infectious smile, his eyes crinkling at the corners. The smile is pure, unadulterated joy and pride. The bright, natural sunlight casts a warm glow over the entire scene, creating a soft lens flare and making the colors pop. The background is slightly blurred, keeping the focus entirely on the boy and his triumphant moment.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 2436,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_013_seed_2436_The scene opens on a bright sunny day in a lush gr.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:19:18.561921",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v.mp4",
+  "arguments": {
+    "prompt": "The shot opens with an extreme close-up, top-down view of the back of a human hand resting on a flat, neutral gray surface. A significant, fresh laceration is centered in the frame, its edges raw and red, with a slight glistening of blood. The surrounding skin is pale. The time-lapse sequence begins, and the visual transformation is immediate and dramatic. The raw edges of the wound visibly contract, pulling towards each other as if drawn by an invisible thread. The deep red color darkens as a scab rapidly forms over the cut, a process that happens in a blur of motion. Almost as soon as it appears, the dark scab begins to shrink and flake away, revealing a layer of new, pink, and delicate skin underneath. This new tissue quickly matures, its color evening out and blending seamlessly with the surrounding skin tone. The fine lines and texture of the skin reappear over the healed area. The entire healing cycle completes in a matter of seconds, leaving the hand looking perfectly smooth and unscarred, as if the injury never occurred. The lighting remains constant and clinical throughout, highlighting every detail of the accelerated biological process.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5313,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_014_seed_5313_The shot opens with an extreme close-up top-down v.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_014_seed_5314_The shot opens with an extreme close-up top-down v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:45:52.247507",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_015_seed_5053_The scene opens on a sweeping wide shot composed a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:21:16.309805",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_015_seed_5053_The scene opens on a sweeping wide shot composed a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a sweeping wide shot, composed according to the rule of thirds, with an elderly Chinese man positioned on the right side of the frame. He stands on an ancient, weathered stone path that meanders through a landscape of rolling hills shrouded in a thick, soft mist. The man has a deeply wrinkled face and a long, flowing white beard that reaches his chest. He wears a simple, coarse-spun brown robe and a traditional conical bamboo hat that casts a gentle shadow over his features. In his left hand, he grips a gnarled wooden cane, its surface polished smooth from years of use, providing him with stability. His entire focus is on his right hand, which is held up near his face. His brow is furrowed in concentration as his thumb methodically touches different segments of his fingers in a complex, silent calculation. The environment is lit by a diffused, natural light coming from the side, which catches the airborne mist and softly illuminates the contours of his robe and the sparse, gnarled trees dotting the background. The atmosphere is one of profound peace and deep contemplation, as if the man is solving a timeless riddle alone in nature.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5053,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_015_seed_5053_The scene opens on a sweeping wide shot composed a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_015_seed_5054_The scene opens on a sweeping wide shot composed a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:47:50.425265",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_015_seed_5054_The scene opens on a sweeping wide shot composed a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a sweeping wide shot, composed according to the rule of thirds, with an elderly Chinese man positioned on the right side of the frame. He stands on an ancient, weathered stone path that meanders through a landscape of rolling hills shrouded in a thick, soft mist. The man has a deeply wrinkled face and a long, flowing white beard that reaches his chest. He wears a simple, coarse-spun brown robe and a traditional conical bamboo hat that casts a gentle shadow over his features. In his left hand, he grips a gnarled wooden cane, its surface polished smooth from years of use, providing him with stability. His entire focus is on his right hand, which is held up near his face. His brow is furrowed in concentration as his thumb methodically touches different segments of his fingers in a complex, silent calculation. The environment is lit by a diffused, natural light coming from the side, which catches the airborne mist and softly illuminates the contours of his robe and the sparse, gnarled trees dotting the background. The atmosphere is one of profound peace and deep contemplation, as if the man is solving a timeless riddle alone in nature.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 5054,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_015_seed_5054_The scene opens on a sweeping wide shot composed a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_016_seed_6422_The scene opens with a low-angle full shot of a wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:23:15.352212",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_016_seed_6422_The scene opens with a low-angle full shot of a wo.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a low-angle, full shot of a woman with dark, flowing hair, wearing a striking, floor-length scarlet red dress. She is strolling leisurely from right to left along a winding cobblestone path in a magnificent, verdant garden. The garden is in full bloom, with an array of colorful flowers like deep pink roses and tall, yellow sunflowers flanking the path. The camera is positioned low to the ground, making the flowers in the foreground appear large and immersive, framing the woman majestically. It's the golden hour; the setting sun is out of frame but casts long shadows and bathes the scene in a warm, golden light. This backlights the woman, creating a soft, ethereal glow around her silhouette and illuminating the delicate fabric of her dress. As she walks, she gently brushes her fingertips against the petals of a rose. The camera pans smoothly, following her elegant and unhurried pace. The background consists of tall green hedges and a soft-focus view of the sky, painted with hues of orange and pink.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 6422,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_016_seed_6422_The scene opens with a low-angle full shot of a wo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_016_seed_6423_The scene opens with a low-angle full shot of a wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:49:49.664233",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_017_seed_1186_From a high-angle perspective the entirety of a pr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:25:13.152560",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_017_seed_1186_From a high-angle perspective the entirety of a pr.mp4",
+  "arguments": {
+    "prompt": "From a high-angle perspective, the entirety of a professional-grade, vibrant green tennis court is visible under a brilliant, cloudless blue sky. In the foreground, a man with short dark hair, dressed in a white polo shirt and blue shorts, is captured mid-motion. He has just completed a powerful forehand stroke, his body extended and his focus locked on the ball. The tennis racket is a blur of motion in his right hand. Across the net, in the background, his opponent, a blond man in a red shirt and white shorts, is already reacting. He is crouched low, his knees bent, moving swiftly to his left to intercept the fast-approaching yellow tennis ball. The white lines of the court stand out starkly against the green surface, and the net casts a faint, sharp shadow. The surrounding area includes a high chain-link fence, and beyond it, some out-of-focus green trees suggest a park or sports complex setting. The rally is fast and intense, a testament to the players' skill and athleticism, creating a palpable atmosphere of competition and focus.",
+    "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": 1186,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_017_seed_1186_From a high-angle perspective the entirety of a pr.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-100/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_000100/sample_017_seed_1187_From a high-angle perspective the entirety of a pr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:51:49.424786",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_017_seed_1187_From a high-angle perspective the entirety of a pr.mp4",
+  "arguments": {
+    "prompt": "From a high-angle perspective, the entirety of a professional-grade, vibrant green tennis court is visible under a brilliant, cloudless blue sky. In the foreground, a man with short dark hair, dressed in a white polo shirt and blue shorts, is captured mid-motion. He has just completed a powerful forehand stroke, his body extended and his focus locked on the ball. The tennis racket is a blur of motion in his right hand. Across the net, in the background, his opponent, a blond man in a red shirt and white shorts, is already reacting. He is crouched low, his knees bent, moving swiftly to his left to intercept the fast-approaching yellow tennis ball. The white lines of the court stand out starkly against the green surface, and the net casts a faint, sharp shadow. The surrounding area includes a high chain-link fence, and beyond it, some out-of-focus green trees suggest a park or sports complex setting. The rally is fast and intense, a testament to the players' skill and athleticism, creating a palpable atmosphere of competition and focus.",
+    "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": 1187,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_017_seed_1187_From a high-angle perspective the entirety of a pr.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-100/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_000100/sample_018_seed_4557_The scene opens on a wide low-angle shot within a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:27:11.039521",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_018_seed_4557_The scene opens on a wide low-angle shot within a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide, low-angle shot within a sprawling, sunlit temple courtyard paved with ancient stones. In the lower third of the frame, a group of three tourists comes to a halt. The group consists of an older Caucasian man with a camera around his neck, a middle-aged Asian woman in a sun hat, and a young man wearing a backpack. They are initially looking at their surroundings, a low murmur of conversation between them. The woman points upwards, and as one, they slowly begin to tilt their heads back. The camera follows their gaze, panning vertically up the massive, weathered bronze statue of Confucius that dominates the frame. The statue is depicted in a thoughtful pose, one hand stroking a long beard, its robes intricately detailed. The sunlight glints off the bronze, creating highlights and deep shadows that accentuate its aged texture. The tourists' faces, now fully visible, are filled with a silent, shared awe. The older man's mouth is slightly agape, while the woman has a hand to her chest. The young man simply stares, captivated. The background features the ornate, curved eaves of a traditional temple building against a brilliant, clear blue sky.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 4557,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_018_seed_4557_The scene opens on a wide low-angle shot within a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_018_seed_4558_The scene opens on a wide low-angle shot within a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:53:49.082478",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_018_seed_4558_The scene opens on a wide low-angle shot within a.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide, low-angle shot within a sprawling, sunlit temple courtyard paved with ancient stones. In the lower third of the frame, a group of three tourists comes to a halt. The group consists of an older Caucasian man with a camera around his neck, a middle-aged Asian woman in a sun hat, and a young man wearing a backpack. They are initially looking at their surroundings, a low murmur of conversation between them. The woman points upwards, and as one, they slowly begin to tilt their heads back. The camera follows their gaze, panning vertically up the massive, weathered bronze statue of Confucius that dominates the frame. The statue is depicted in a thoughtful pose, one hand stroking a long beard, its robes intricately detailed. The sunlight glints off the bronze, creating highlights and deep shadows that accentuate its aged texture. The tourists' faces, now fully visible, are filled with a silent, shared awe. The older man's mouth is slightly agape, while the woman has a hand to her chest. The young man simply stares, captivated. The background features the ornate, curved eaves of a traditional temple building against a brilliant, clear blue sky.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 4558,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_018_seed_4558_The scene opens on a wide low-angle shot within a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_019_seed_3387_The scene opens on a medium shot from a slightly h_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:29:08.844611",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_019_seed_3387_The scene opens on a medium shot from a slightly h.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium shot from a slightly high angle, focusing on a man in his late 50s seated in a faded, brown armchair. The room is steeped in a quiet, melancholic atmosphere, illuminated only by the soft, fading natural light from a single window off-screen. The man, with short, salt-and-pepper hair and a weary expression, is hunched forward, his shoulders slumped in a posture of defeat. He is dressed in a simple, dark gray knitted sweater. In his hands, he holds a large, crinkled newspaper. He isn't actively reading; instead, his fingers absently turn the large pages, the rustling sound being the only noise in the otherwise silent room. His gaze is distant, looking down at the paper but seemingly through it. He flips a page, lets it settle, pauses for a long moment, and then repeats the action without any change in his somber expression. The composition places him on the right third of the frame, leaving empty space to his left, which amplifies his isolation. The background is softly out of focus, showing a plain wall with a single, framed picture hanging crookedly, and the corner of a wooden side table with a cold cup of tea on it. The muted color palette of blues, grays, and browns, combined with the soft lighting, creates a poignant and deeply sorrowful mood.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 3387,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_019_seed_3387_The scene opens on a medium shot from a slightly h.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_019_seed_3388_The scene opens on a medium shot from a slightly h_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:55:48.443745",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_019_seed_3388_The scene opens on a medium shot from a slightly h.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium shot from a slightly high angle, focusing on a man in his late 50s seated in a faded, brown armchair. The room is steeped in a quiet, melancholic atmosphere, illuminated only by the soft, fading natural light from a single window off-screen. The man, with short, salt-and-pepper hair and a weary expression, is hunched forward, his shoulders slumped in a posture of defeat. He is dressed in a simple, dark gray knitted sweater. In his hands, he holds a large, crinkled newspaper. He isn't actively reading; instead, his fingers absently turn the large pages, the rustling sound being the only noise in the otherwise silent room. His gaze is distant, looking down at the paper but seemingly through it. He flips a page, lets it settle, pauses for a long moment, and then repeats the action without any change in his somber expression. The composition places him on the right third of the frame, leaving empty space to his left, which amplifies his isolation. The background is softly out of focus, showing a plain wall with a single, framed picture hanging crookedly, and the corner of a wooden side table with a cold cup of tea on it. The muted color palette of blues, grays, and browns, combined with the soft lighting, creates a poignant and deeply sorrowful mood.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 3388,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_019_seed_3388_The scene opens on a medium shot from a slightly h.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_020_seed_6398_The scene opens on a wide eye-level shot capturing_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:31:06.406148",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_020_seed_6398_The scene opens on a wide eye-level shot capturing.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide, eye-level shot capturing an old, weathered stone bridge arching over a calm, slow-moving river. It's late autumn, and the trees lining the riverbank have shed most of their leaves, their bare branches stark against the pale, overcast sky. Positioned on the right third of the frame, two young women stand close together, leaning on the thick stone parapet. The first woman, with dark hair stirred by a gentle breeze, wears a long, dark coat. Her focus is entirely on the water's gentle current. Beside her, the second woman, in a gray knitted beanie and a lighter jacket, stares into the distance, her expression lost in thought. The natural, soft light of the afternoon casts no harsh shadows, bathing the scene in a cool, somber tone. The color palette is dominated by muted blues from the water and sky, and the earthy grays and browns of the stone and landscape. They remain silent, their shared stillness and the quiet flow of the river creating a powerful, sorrowful atmosphere of shared grief or deep reflection.",
+    "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": 6398,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_020_seed_6398_The scene opens on a wide eye-level shot capturing.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-100/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_000100/sample_020_seed_6399_The scene opens on a wide eye-level shot capturing_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:57:46.432560",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_020_seed_6399_The scene opens on a wide eye-level shot capturing.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide, eye-level shot capturing an old, weathered stone bridge arching over a calm, slow-moving river. It's late autumn, and the trees lining the riverbank have shed most of their leaves, their bare branches stark against the pale, overcast sky. Positioned on the right third of the frame, two young women stand close together, leaning on the thick stone parapet. The first woman, with dark hair stirred by a gentle breeze, wears a long, dark coat. Her focus is entirely on the water's gentle current. Beside her, the second woman, in a gray knitted beanie and a lighter jacket, stares into the distance, her expression lost in thought. The natural, soft light of the afternoon casts no harsh shadows, bathing the scene in a cool, somber tone. The color palette is dominated by muted blues from the water and sky, and the earthy grays and browns of the stone and landscape. They remain silent, their shared stillness and the quiet flow of the river creating a powerful, sorrowful atmosphere of shared grief or deep reflection.",
+    "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": 6399,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_020_seed_6399_The scene opens on a wide eye-level shot capturing.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-100/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_000100/sample_021_seed_8668_The scene is captured from a dynamic low-angle wid_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:33:03.868659",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_021_seed_8668_The scene is captured from a dynamic low-angle wid.mp4",
+  "arguments": {
+    "prompt": "The scene is captured from a dynamic low-angle, wide shot, immersing the viewer in the world of eight young children playing in a sun-drenched park. Each child wears an identical, vibrant red hat, creating a striking visual unity against the backdrop of a verdant green lawn and a clear blue sky. They are deeply engrossed in building with a large collection of colorful wooden blocks. The low viewpoint makes their small figures seem heroic and their block structures appear like a miniature city skyline. In the center of the frame, a few children work together, carefully stacking blocks to create a tall tower. To the side, others are building lower, house-like structures. Their faces show a mixture of intense concentration and pure joy. The natural sunlight is bright and warm, casting soft shadows and highlighting the vivid colors of the blocks and the children's clothing. The atmosphere is one of innocent creativity, collaboration, and playful happiness, set within an idyllic park environment.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 8668,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_021_seed_8668_The scene is captured from a dynamic low-angle wid.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_021_seed_8669_The scene is captured from a dynamic low-angle wid_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:59:44.181074",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:35:01.703141",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a high-angle, close-up shot, focusing intently on the cupped hands of a young, bald boy kneeling at the edge of a tranquil garden pond. The water is crystal clear, revealing smooth stones at the bottom. Inside his hands, cradled in a small pool of water, is a vibrant red koi fish, its scales shimmering in the soft, natural light that filters through the leaves of an unseen tree. The boy's fingers are gentle, holding the fish securely but without pressure. His face is out of focus in the background, but his posture suggests deep concentration and care. He slowly and deliberately lowers his hands, breaking the still surface of the pond. Water ripples outwards in concentric circles. For a brief moment, the koi remains in his open palms just below the surface before it senses its freedom. With a graceful flick of its tail, the fish propels itself forward, a flash of crimson disappearing into the murky green depths of the pond. The boy keeps his hands submerged for a second longer, watching it go, before slowly withdrawing them. Droplets of water fall from his fingertips back into the pond.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 9276,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_022_seed_9276_The scene opens with a high-angle close-up shot fo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_022_seed_9277_The scene opens with a high-angle close-up shot fo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:01:43.952697",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_022_seed_9277_The scene opens with a high-angle close-up shot fo.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a high-angle, close-up shot, focusing intently on the cupped hands of a young, bald boy kneeling at the edge of a tranquil garden pond. The water is crystal clear, revealing smooth stones at the bottom. Inside his hands, cradled in a small pool of water, is a vibrant red koi fish, its scales shimmering in the soft, natural light that filters through the leaves of an unseen tree. The boy's fingers are gentle, holding the fish securely but without pressure. His face is out of focus in the background, but his posture suggests deep concentration and care. He slowly and deliberately lowers his hands, breaking the still surface of the pond. Water ripples outwards in concentric circles. For a brief moment, the koi remains in his open palms just below the surface before it senses its freedom. With a graceful flick of its tail, the fish propels itself forward, a flash of crimson disappearing into the murky green depths of the pond. The boy keeps his hands submerged for a second longer, watching it go, before slowly withdrawing them. Droplets of water fall from his fingertips back into the pond.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus2.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 9277,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_022_seed_9277_The scene opens with a high-angle close-up shot fo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_023_seed_2560_The scene opens with a high-angle wide shot of a v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:37:00.257882",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_023_seed_2560_The scene opens with a high-angle wide shot of a v.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a high-angle wide shot of a vast, untouched snowy landscape under a pale, late-afternoon sky. A solitary figure, a beautiful Chinese woman, stands in the lower right third of the frame. She has long, flowing black hair that contrasts sharply with the white snow. She is elegantly dressed, wearing a full-length, dark brown fur coat over a form-fitting black knit dress and impractical high-heeled boots. Large, dark sunglasses obscure her eyes, making her expression unreadable. The natural light is soft and cool, casting long, blue shadows across the snow. After a moment of stillness, she begins to move with a slow, almost ceremonial grace. She bends her knees, lowering her body towards the ground. Her movements are fluid and deliberate as she lies back, her fur coat spreading around her like a dark halo against the pristine white. She comes to rest fully on her back, her arms falling limply to her sides, her head turned slightly to the side. The camera holds on this image: a stark, beautiful, and poignant tableau of luxury and vulnerability against the unforgiving cold of nature.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 2560,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_023_seed_2560_The scene opens with a high-angle wide shot of a v.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/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_000100/sample_023_seed_2561_The scene opens with a high-angle wide shot of a v_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:03:43.053482",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/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_000100/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-100/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_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:38:58.839770",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a medium close-up on a man in his late forties, his face framed by a thick, unkempt beard. He is seated in what appears to be a dark study, though the background is mostly lost to shadow. The shot is rendered in a stark, high-contrast monochrome, reminiscent of film noir. A single, harsh key light illuminates the right side of his face, casting the left side in deep shadow and accentuating the sweat on his brow and the frantic look in his eyes. He is wearing a dark, woolen sweater. In his hands, he clutches a thick, hardbound book. His knuckles are white. For a moment, he stares down at the book, his chest heaving with ragged breaths. Then, with a sudden, explosive movement, he lets out a silent scream of pure rage and begins to tear at the cover. The sound of ripping cardboard and paper fills the silence. He savagely pulls the spine from the binding, then begins ripping out handfuls of pages, his movements frantic and uncontrolled. The white pages flutter down around him, stark against the surrounding darkness. He doesn't stop until the book is completely destroyed, a mangled ruin of paper and glue in his trembling hands. He then lets the remnants fall from his grasp, his head slumping forward in exhaustion and despair.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_plus1.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 7851,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000100/sample_024_seed_7851_The scene opens with a medium close-up on a man in.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}