Add files using upload-large-folder tool

outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_310_A crystal-clear glass ball begins its journey acro_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:47:03.537864",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_310_A crystal-clear glass ball begins its journey acro.mp4",
+  "arguments": {
+    "prompt": "A crystal-clear glass ball begins its journey across a polished wooden tabletop, reflecting the ambient light and casting delicate shadows. The camera remains fixed, capturing the ball's gentle, mesmerizing roll. As it moves, the ball's surface mirrors the room's soft hues and subtle textures, creating a dynamic interplay of light and shadow. The tabletop's smooth grain enhances the ball's seamless glide, while the ambient sounds of a quiet room add to the tranquil atmosphere. The ball's path is unpredictable yet graceful, embodying a serene dance of motion and stillness in a harmonious setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_310_A crystal-clear glass ball begins its journey acro.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_42_A crystal-clear glass ball begins its journey acro_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:19:04.343274",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_42_A crystal-clear glass ball begins its journey acro.mp4",
+  "arguments": {
+    "prompt": "A crystal-clear glass ball begins its journey across a polished wooden tabletop, reflecting the ambient light and casting delicate shadows. The camera remains fixed, capturing the ball's gentle, mesmerizing roll. As it moves, the ball's surface mirrors the room's soft hues and subtle textures, creating a dynamic interplay of light and shadow. The tabletop's smooth grain enhances the ball's seamless glide, while the ambient sounds of a quiet room add to the tranquil atmosphere. The ball's path is unpredictable yet graceful, embodying a serene dance of motion and stillness in a harmonious setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_42_A crystal-clear glass ball begins its journey acro.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_930_A crystal-clear glass ball begins its journey acro_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:15:51.219911",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_930_A crystal-clear glass ball begins its journey acro.mp4",
+  "arguments": {
+    "prompt": "A crystal-clear glass ball begins its journey across a polished wooden tabletop, reflecting the ambient light and casting delicate shadows. The camera remains fixed, capturing the ball's gentle, mesmerizing roll. As it moves, the ball's surface mirrors the room's soft hues and subtle textures, creating a dynamic interplay of light and shadow. The tabletop's smooth grain enhances the ball's seamless glide, while the ambient sounds of a quiet room add to the tranquil atmosphere. The ball's path is unpredictable yet graceful, embodying a serene dance of motion and stillness in a harmonious setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_000_seed_930_A crystal-clear glass ball begins its journey acro.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_862_The scene opens on a tranquil sun-drenched meadow_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T18:54:30.621987",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_863_The scene opens on a tranquil sun-drenched meadow_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:20:29.725146",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_930_A polished metal ball gleaming under soft ambient_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:17:49.000752",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_930_A polished metal ball gleaming under soft ambient.mp4",
+  "arguments": {
+    "prompt": "A polished metal ball, gleaming under soft ambient lighting, begins its journey across a sleek, dark wooden tabletop. The camera remains fixed, capturing the ball's smooth, deliberate motion as it glides effortlessly, reflecting the room's subtle hues. The tabletop's surface, impeccably smooth, allows the ball to maintain a steady, unbroken path, creating a mesmerizing dance of light and shadow. As the ball rolls, its metallic surface mirrors the surroundings, offering fleeting glimpses of the room's decor. The gentle sound of the ball's movement adds a rhythmic element, enhancing the serene, captivating atmosphere of the scene.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_001_seed_930_A polished metal ball gleaming under soft ambient.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_310_In a sleek modern office with glass walls and mini_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:51:00.215702",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_310_In a sleek modern office with glass walls and mini.mp4",
+  "arguments": {
+    "prompt": "In a sleek, modern office with glass walls and minimalist decor, two men stand facing each other, their expressions radiating warmth and camaraderie. One man, wearing a tailored navy suit with a crisp white shirt, extends his hand with a genuine smile. The other, dressed in a charcoal blazer and light blue shirt, reciprocates the gesture, their hands meeting in a firm, enthusiastic handshake. Sunlight streams through large windows, casting a soft glow on the polished wooden floor and contemporary furniture. The atmosphere is one of mutual respect and shared success, captured in this moment of professional connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_310_In a sleek modern office with glass walls and mini.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_42_In a sleek modern office with glass walls and mini_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:23:00.136763",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_42_In a sleek modern office with glass walls and mini.mp4",
+  "arguments": {
+    "prompt": "In a sleek, modern office with glass walls and minimalist decor, two men stand facing each other, their expressions radiating warmth and camaraderie. One man, wearing a tailored navy suit with a crisp white shirt, extends his hand with a genuine smile. The other, dressed in a charcoal blazer and light blue shirt, reciprocates the gesture, their hands meeting in a firm, enthusiastic handshake. Sunlight streams through large windows, casting a soft glow on the polished wooden floor and contemporary furniture. The atmosphere is one of mutual respect and shared success, captured in this moment of professional connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_42_In a sleek modern office with glass walls and mini.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_930_In a sleek modern office with glass walls and mini_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:19:47.847429",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_930_In a sleek modern office with glass walls and mini.mp4",
+  "arguments": {
+    "prompt": "In a sleek, modern office with glass walls and minimalist decor, two men stand facing each other, their expressions radiating warmth and camaraderie. One man, wearing a tailored navy suit with a crisp white shirt, extends his hand with a genuine smile. The other, dressed in a charcoal blazer and light blue shirt, reciprocates the gesture, their hands meeting in a firm, enthusiastic handshake. Sunlight streams through large windows, casting a soft glow on the polished wooden floor and contemporary furniture. The atmosphere is one of mutual respect and shared success, captured in this moment of professional connection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_002_seed_930_In a sleek modern office with glass walls and mini.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_003_seed_5194_The scene opens on a tight close-up of a blond man_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:24:26.299701",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_310_In a sunlit garden a young boy with tousled hair a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T15:54:57.290194",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_310_In a sunlit garden a young boy with tousled hair a.mp4",
+  "arguments": {
+    "prompt": "In a sunlit garden, a young boy with tousled hair and a bright smile leans forward, his eyes sparkling with joy as he extends his right hand. The camera captures the tender moment in close-up as his fingers gently stroke the soft, black-and-white fur of a Border Collie. The dog's eyes close in contentment, its tail wagging gently, reflecting the bond between them. The boy's laughter fills the air, harmonizing with the gentle rustle of leaves and distant birdsong, creating a serene and heartwarming scene of friendship and affection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_310_In a sunlit garden a young boy with tousled hair a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_5737_The scene opens on a medium eye-level shot of thre_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:26:24.664581",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_930_In a sunlit garden a young boy with tousled hair a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:23:45.175982",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_930_In a sunlit garden a young boy with tousled hair a.mp4",
+  "arguments": {
+    "prompt": "In a sunlit garden, a young boy with tousled hair and a bright smile leans forward, his eyes sparkling with joy as he extends his right hand. The camera captures the tender moment in close-up as his fingers gently stroke the soft, black-and-white fur of a Border Collie. The dog's eyes close in contentment, its tail wagging gently, reflecting the bond between them. The boy's laughter fills the air, harmonizing with the gentle rustle of leaves and distant birdsong, creating a serene and heartwarming scene of friendship and affection.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_004_seed_930_In a sunlit garden a young boy with tousled hair a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_006_seed_468_The scene is a tight close-up rendered in a style_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:04:21.266867",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_310_A sleek black car glides smoothly along a winding_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:00:51.646901",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_310_A sleek black car glides smoothly along a winding.mp4",
+  "arguments": {
+    "prompt": "A sleek black car glides smoothly along a winding coastal road, the camera capturing its every move with a handheld tracking shot. The sun casts a golden glow on the vehicle's polished surface, highlighting its aerodynamic design. As the car navigates sharp turns, the ocean waves crash against the rocky cliffs below, creating a dramatic backdrop. The camera follows closely, capturing the rhythmic motion of the wheels and the subtle reflections of the surrounding landscape on the car's glossy exterior. The scene conveys a sense of freedom and adventure, with the open road stretching endlessly ahead.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_310_A sleek black car glides smoothly along a winding.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_930_A sleek black car glides smoothly along a winding_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:29:39.160177",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_930_A sleek black car glides smoothly along a winding.mp4",
+  "arguments": {
+    "prompt": "A sleek black car glides smoothly along a winding coastal road, the camera capturing its every move with a handheld tracking shot. The sun casts a golden glow on the vehicle's polished surface, highlighting its aerodynamic design. As the car navigates sharp turns, the ocean waves crash against the rocky cliffs below, creating a dramatic backdrop. The camera follows closely, capturing the rhythmic motion of the wheels and the subtle reflections of the surrounding landscape on the car's glossy exterior. The scene conveys a sense of freedom and adventure, with the open road stretching endlessly ahead.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_007_seed_930_A sleek black car glides smoothly along a winding.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_42_From a high vantage point the bustling street belo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:36:48.127353",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_42_From a high vantage point the bustling street belo.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the bustling street below is alive with activity, as pedestrians in colorful attire navigate the wide, sunlit avenue. The bright lighting casts sharp shadows, highlighting the diversity of people, from a woman in a red coat carrying shopping bags to a man in a business suit briskly walking. The scene captures the essence of urban life, with a cyclist weaving through the crowd and a street performer playing a lively tune on a saxophone. The vibrant energy is palpable, as the golden sunlight bathes the scene, creating a dynamic interplay of light and movement.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_009_seed_42_From a high vantage point the bustling street belo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_seed_1687_The scene is captured in a dramatic low-angle medi_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:12:13.582864",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_seed_42_From a high vantage point the camera captures a bu_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:38:46.476375",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_seed_42_From a high vantage point the camera captures a bu.mp4",
+  "arguments": {
+    "prompt": "From a high vantage point, the camera captures a bustling urban street scene at dusk, where pedestrians, clad in winter coats and scarves, navigate the wet pavement, their reflections shimmering in the dim, golden streetlights. The soft glow from nearby shop windows casts a warm hue, contrasting with the cool, misty air. Cars, with headlights on, move slowly, their tires splashing through shallow puddles. The atmosphere is serene yet lively, with the distant hum of city life and the occasional sound of footsteps echoing through the crisp evening air, creating a harmonious urban symphony.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_010_seed_42_From a high vantage point the camera captures a bu.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_011_seed_771_The scene is set in a bustling sun-drenched town s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:14:11.767732",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_310_A stylish model stands confidently in front of a m_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:10:45.260448",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_310_A stylish model stands confidently in front of a m.mp4",
+  "arguments": {
+    "prompt": "A stylish model stands confidently in front of a minimalist backdrop, showcasing a dark blue denim jacket with a classic collar design. The jacket features gleaming metal buttons and two neatly stitched chest pockets, adding a touch of timeless elegance. The hem and cuffs exhibit a fashionable distressed look, with subtle fraying and fading that suggest a well-loved, vintage appeal. The model's poised stance and the jacket's tailored fit highlight its versatility and chic design. The camera captures the intricate details of the denim texture, emphasizing the jacket's unique character and contemporary style.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_310_A stylish model stands confidently in front of a m.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_42_A stylish model stands confidently in front of a m_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:42:42.591862",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_42_A stylish model stands confidently in front of a m.mp4",
+  "arguments": {
+    "prompt": "A stylish model stands confidently in front of a minimalist backdrop, showcasing a dark blue denim jacket with a classic collar design. The jacket features gleaming metal buttons and two neatly stitched chest pockets, adding a touch of timeless elegance. The hem and cuffs exhibit a fashionable distressed look, with subtle fraying and fading that suggest a well-loved, vintage appeal. The model's poised stance and the jacket's tailored fit highlight its versatility and chic design. The camera captures the intricate details of the denim texture, emphasizing the jacket's unique character and contemporary style.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_42_A stylish model stands confidently in front of a m.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_930_A stylish model stands confidently in front of a m_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:39:29.651460",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_930_A stylish model stands confidently in front of a m.mp4",
+  "arguments": {
+    "prompt": "A stylish model stands confidently in front of a minimalist backdrop, showcasing a dark blue denim jacket with a classic collar design. The jacket features gleaming metal buttons and two neatly stitched chest pockets, adding a touch of timeless elegance. The hem and cuffs exhibit a fashionable distressed look, with subtle fraying and fading that suggest a well-loved, vintage appeal. The model's poised stance and the jacket's tailored fit highlight its versatility and chic design. The camera captures the intricate details of the denim texture, emphasizing the jacket's unique character and contemporary style.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_012_seed_930_A stylish model stands confidently in front of a m.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_seed_1186_From a high-angle perspective the entirety of a pr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:26:01.636232",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_017_seed_1187_From a high-angle perspective the entirety of a pr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:52:08.949700",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_018_seed_4558_The scene opens on a wide low-angle shot within a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:54:06.799385",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_3387_The scene opens on a medium shot from a slightly h_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:29:58.013198",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_42_A static camera captures a charming scene of a lit_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T12:56:28.286759",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_42_A static camera captures a charming scene of a lit.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a charming scene of a little girl, wearing a bright yellow raincoat and red boots, walking down a quaint cobblestone street. Her curly hair bounces with each step as she follows a small, fluffy white dog trotting eagerly ahead. The street is lined with colorful, flower-filled window boxes and vintage lampposts, creating a picturesque, storybook setting. The girl's laughter echoes softly as the dog occasionally glances back, ensuring she keeps up. Sunlight filters through the leaves of overhanging trees, casting playful shadows on the ground, enhancing the whimsical atmosphere of their joyful stroll.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_019_seed_42_A static camera captures a charming scene of a lit.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_310_On a rustic wooden bench a fluffy tabby cat with s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:26:33.289184",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_310_On a rustic wooden bench a fluffy tabby cat with s.mp4",
+  "arguments": {
+    "prompt": "On a rustic wooden bench, a fluffy tabby cat with striking green eyes sits poised, its gaze locked onto a small, vibrant bluebird perched at the opposite end. The cat's ears are perked, and its tail flicks with curiosity, while the bird, with its delicate feathers and bright eyes, tilts its head inquisitively. Sunlight filters through the leaves above, casting dappled shadows on the bench, creating a serene yet tense atmosphere. The gentle rustle of leaves and distant chirping enhance the moment, as both creatures remain still, captivated by each other's presence in this peaceful garden setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_310_On a rustic wooden bench a fluffy tabby cat with s.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_6398_The scene opens on a wide eye-level shot capturing_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:31:56.105657",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_6399_The scene opens on a wide eye-level shot capturing_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T20:58:02.996596",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/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_000200/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-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_930_On a rustic wooden bench a fluffy tabby cat with s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:55:17.481529",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_930_On a rustic wooden bench a fluffy tabby cat with s.mp4",
+  "arguments": {
+    "prompt": "On a rustic wooden bench, a fluffy tabby cat with striking green eyes sits poised, its gaze locked onto a small, vibrant bluebird perched at the opposite end. The cat's ears are perked, and its tail flicks with curiosity, while the bird, with its delicate feathers and bright eyes, tilts its head inquisitively. Sunlight filters through the leaves above, casting dappled shadows on the bench, creating a serene yet tense atmosphere. The gentle rustle of leaves and distant chirping enhance the moment, as both creatures remain still, captivated by each other's presence in this peaceful garden setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_020_seed_930_On a rustic wooden bench a fluffy tabby cat with s.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_310_In a serene sunlit wetland a crocodile glides effo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:28:30.988025",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_310_In a serene sunlit wetland a crocodile glides effo.mp4",
+  "arguments": {
+    "prompt": "In a serene, sunlit wetland, a crocodile glides effortlessly through the shimmering water, its scales glistening under the warm sunlight. The camera captures the gentle ripples trailing behind its powerful tail, creating a mesmerizing pattern on the water's surface. Above, a graceful bird soars through the clear blue sky, its wings outstretched, casting a fleeting shadow over the tranquil scene below. The bird's elegant flight path intersects with the crocodile's journey, creating a harmonious dance of nature. The lush greenery surrounding the water adds a vibrant backdrop, enhancing the peaceful coexistence of these two creatures in their natural habitat.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_310_In a serene sunlit wetland a crocodile glides effo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_930_In a serene sunlit wetland a crocodile glides effo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T19:57:15.524279",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_930_In a serene sunlit wetland a crocodile glides effo.mp4",
+  "arguments": {
+    "prompt": "In a serene, sunlit wetland, a crocodile glides effortlessly through the shimmering water, its scales glistening under the warm sunlight. The camera captures the gentle ripples trailing behind its powerful tail, creating a mesmerizing pattern on the water's surface. Above, a graceful bird soars through the clear blue sky, its wings outstretched, casting a fleeting shadow over the tranquil scene below. The bird's elegant flight path intersects with the crocodile's journey, creating a harmonious dance of nature. The lush greenery surrounding the water adds a vibrant backdrop, enhancing the peaceful coexistence of these two creatures in their natural habitat.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_021_seed_930_In a serene sunlit wetland a crocodile glides effo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_310_A close-up shot reveals a vibrant plate of Kung Pa_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:34:24.501638",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_310_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+  "arguments": {
+    "prompt": "A close-up shot reveals a vibrant plate of Kung Pao Chicken, where tender chicken pieces glisten with a glossy, savory sauce. The dish is adorned with crunchy peanuts, vibrant red and green bell peppers, and fiery red chilies, all nestled atop a bed of fluffy white rice. Wisps of steam rise gently from the plate, carrying the tantalizing aroma of garlic, ginger, and soy sauce. The rich, spicy glaze clings to each ingredient, promising a delightful burst of flavor. The scene captures the essence of a freshly prepared, mouthwatering meal, inviting viewers to savor its deliciousness.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_310_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:06:18.615419",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+  "arguments": {
+    "prompt": "A close-up shot reveals a vibrant plate of Kung Pao Chicken, where tender chicken pieces glisten with a glossy, savory sauce. The dish is adorned with crunchy peanuts, vibrant red and green bell peppers, and fiery red chilies, all nestled atop a bed of fluffy white rice. Wisps of steam rise gently from the plate, carrying the tantalizing aroma of garlic, ginger, and soy sauce. The rich, spicy glaze clings to each ingredient, promising a delightful burst of flavor. The scene captures the essence of a freshly prepared, mouthwatering meal, inviting viewers to savor its deliciousness.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_42_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_930_A close-up shot reveals a vibrant plate of Kung Pa_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:03:10.281942",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_930_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+  "arguments": {
+    "prompt": "A close-up shot reveals a vibrant plate of Kung Pao Chicken, where tender chicken pieces glisten with a glossy, savory sauce. The dish is adorned with crunchy peanuts, vibrant red and green bell peppers, and fiery red chilies, all nestled atop a bed of fluffy white rice. Wisps of steam rise gently from the plate, carrying the tantalizing aroma of garlic, ginger, and soy sauce. The rich, spicy glaze clings to each ingredient, promising a delightful burst of flavor. The scene captures the essence of a freshly prepared, mouthwatering meal, inviting viewers to savor its deliciousness.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_024_seed_930_A close-up shot reveals a vibrant plate of Kung Pa.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_2049_The scene opens on a wide shot of a meticulously c_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:41:47.351785",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_2049_The scene opens on a wide shot of a meticulously c.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a wide shot of a meticulously crafted claymation garden under a bright, sunny sky. The garden is a tapestry of vibrant colors, with lush green grass, a winding grey stone path, and oversized, whimsical flowers in pastel pinks, purples, and blues. A small clay figure of a little girl enters the frame from the right. She has brown pigtails tied with blue ribbons and is wearing a cheerful bright yellow dress. In her left hand, she clutches the red handle of a colorful, striped handbag. With a joyful expression on her face, she begins to skip along the stone path, moving from right to left across the screen. Her skipping motion is charmingly imperfect, a hallmark of stop-motion animation, with each frame capturing a distinct pose. As she skips, she swings the handbag back and forth in rhythm with her steps. In the background, a small clay butterfly with orange wings flutters near a large pink flower. The entire scene is bathed in soft, warm light, creating a gentle and heartwarming atmosphere of childhood innocence and wonder. The girl continues skipping until she exits the frame on the left.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 2049,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_025_seed_2049_The scene opens on a wide shot of a meticulously c.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_310_A lively group of Asian teenagers dressed in vibra_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:40:18.540843",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_310_A lively group of Asian teenagers dressed in vibra.mp4",
+  "arguments": {
+    "prompt": "A lively group of Asian teenagers, dressed in vibrant sportswear, engage in an intense game of table tennis on an outdoor court surrounded by lush greenery. The camera captures their swift movements and agile footwork as they dart around the table, their expressions a mix of concentration and joy. The sun casts a warm glow, highlighting the beads of sweat on their foreheads, emphasizing their dedication and energy. Their laughter and shouts of encouragement echo in the air, showcasing their strong team dynamics. The scene shifts to a close-up of a paddle striking the ball, capturing the precision and skill involved in their spirited match.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_310_A lively group of Asian teenagers dressed in vibra.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_9169_The scene opens on a medium low-angle shot of a te_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T19:45:43.770534",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_9169_The scene opens on a medium low-angle shot of a te.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium, low-angle shot of a teenage boy on an empty, red-surfaced running track during sunset. He is positioned on the right third of the frame, having just completed an intense sprint. He wears a striking neon green athletic jacket, unzipped to reveal a dark shirt underneath, and black running shorts. His body is bent sharply at the waist, his hands pressed firmly onto his knees for support as he struggles to recover. His dark, curly hair is damp with sweat, which also beads on his forehead and temples. His chest rises and falls rapidly and deeply, and with each ragged exhalation, a faint mist of his breath is visible in the cooling air, illuminated by the strong backlight from the setting sun. The sun, low on the horizon, casts long shadows and bathes the scene in a warm, orange glow, creating a cinematic lens flare that streaks across the frame. After a few moments of labored breathing, he slowly and painfully straightens his posture, his eyes remaining fixed on the track ahead with a look of fierce determination mixed with utter exhaustion.",
+    "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": 9169,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_9169_The scene opens on a medium low-angle shot of a te.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_9170_The scene opens on a medium low-angle shot of a te_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:11:50.779470",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_9170_The scene opens on a medium low-angle shot of a te.mp4",
+  "arguments": {
+    "prompt": "The scene opens on a medium, low-angle shot of a teenage boy on an empty, red-surfaced running track during sunset. He is positioned on the right third of the frame, having just completed an intense sprint. He wears a striking neon green athletic jacket, unzipped to reveal a dark shirt underneath, and black running shorts. His body is bent sharply at the waist, his hands pressed firmly onto his knees for support as he struggles to recover. His dark, curly hair is damp with sweat, which also beads on his forehead and temples. His chest rises and falls rapidly and deeply, and with each ragged exhalation, a faint mist of his breath is visible in the cooling air, illuminated by the strong backlight from the setting sun. The sun, low on the horizon, casts long shadows and bathes the scene in a warm, orange glow, creating a cinematic lens flare that streaks across the frame. After a few moments of labored breathing, he slowly and painfully straightens his posture, his eyes remaining fixed on the track ahead with a look of fierce determination mixed with utter exhaustion.",
+    "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": 9170,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_9170_The scene opens on a medium low-angle shot of a te.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_930_A lively group of Asian teenagers dressed in vibra_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:09:08.811870",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_930_A lively group of Asian teenagers dressed in vibra.mp4",
+  "arguments": {
+    "prompt": "A lively group of Asian teenagers, dressed in vibrant sportswear, engage in an intense game of table tennis on an outdoor court surrounded by lush greenery. The camera captures their swift movements and agile footwork as they dart around the table, their expressions a mix of concentration and joy. The sun casts a warm glow, highlighting the beads of sweat on their foreheads, emphasizing their dedication and energy. Their laughter and shouts of encouragement echo in the air, showcasing their strong team dynamics. The scene shifts to a close-up of a paddle striking the ball, capturing the precision and skill involved in their spirited match.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_027_seed_930_A lively group of Asian teenagers dressed in vibra.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_192_The shot opens on a medium frame of a young baller_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-28T21:15:47.517920",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_192_The shot opens on a medium frame of a young baller.mp4",
+  "arguments": {
+    "prompt": "The shot opens on a medium frame of a young ballerina sitting on the worn, wooden edge of a vast, dark stage. She is isolated by a single, soft spotlight from above, which casts a gentle, ethereal glow on her and plunges the surrounding theater into deep, velvety shadow. She wears a classic white tutu, its delicate layers fanning out slightly around her, and her dark hair is pulled back in a tight, perfect bun. Her face, beautifully illuminated by the soft light, is a portrait of profound sadness; her eyes are downcast and glistening with unshed tears. Initially, her slender hands rest delicately on her lap, fingers intertwined. With a slow, deliberate, and almost heartbreakingly graceful movement, she lowers them to her sides, her fingertips eventually brushing against the rough surface of the stage floor. The action is imbued with a sense of finality and deep resignation. Following this, she gently brings her legs together, her pink pointe shoes, ribbons still perfectly tied, meeting with a soft, almost inaudible touch. She holds this final pose, her gaze directed slightly downwards, lost in her sorrowful thoughts. The stark contrast between the brightly lit, fragile figure and the cavernous darkness of the empty auditorium creates a powerful, palpable feeling of isolation and deep melancholy.",
+    "valid_video_csv": [
+      "assets/demo_sample_seed_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": 192,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_192_The shot opens on a medium frame of a young baller.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_42_In a serene dimly lit studio a graceful Chinese wo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:16:07.719603",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_42_In a serene dimly lit studio a graceful Chinese wo.mp4",
+  "arguments": {
+    "prompt": "In a serene, dimly lit studio, a graceful Chinese woman dancer, dressed in a flowing red silk gown, performs an elegant routine. The camera circles around her, capturing the fluidity of her movements as she twirls and leaps with precision. Her long, dark hair sways rhythmically, accentuating each motion. The contrast between her dynamic dance and the stationary environment, with its minimalist decor and soft lighting, highlights her artistry. As she moves, the fabric of her gown billows like waves, creating a mesmerizing visual symphony. Her expressions, a blend of focus and passion, tell a story of dedication and grace.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_029_seed_42_In a serene dimly lit studio a graceful Chinese wo.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_310_A static camera captures a seamless sequence as a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:46:12.360681",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_310_A static camera captures a seamless sequence as a.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a seamless sequence as a person enters a dimly lit room through a wooden door, their silhouette briefly outlined by the hallway light. The room, sparsely furnished with a vintage armchair and a small table, exudes an air of mystery. The person, wearing a long coat and a hat, moves with purpose across the creaky wooden floor, their footsteps echoing softly. They pause momentarily, glancing around as if searching for something unseen. Then, without hesitation, they proceed to the opposite side of the room, where a second door awaits. With a gentle push, they exit, leaving the room in its quiet solitude once more.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_310_A static camera captures a seamless sequence as a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_42_A static camera captures a seamless sequence as a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:18:05.440471",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_42_A static camera captures a seamless sequence as a.mp4",
+  "arguments": {
+    "prompt": "A static camera captures a seamless sequence as a person enters a dimly lit room through a wooden door, their silhouette briefly outlined by the hallway light. The room, sparsely furnished with a vintage armchair and a small table, exudes an air of mystery. The person, wearing a long coat and a hat, moves with purpose across the creaky wooden floor, their footsteps echoing softly. They pause momentarily, glancing around as if searching for something unseen. Then, without hesitation, they proceed to the opposite side of the room, where a second door awaits. With a gentle push, they exit, leaving the room in its quiet solitude once more.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_030_seed_42_A static camera captures a seamless sequence as a.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_031_seed_310_The camera zooms in on nimble fingers deftly assem_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T16:48:10.409574",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_031_seed_310_The camera zooms in on nimble fingers deftly assem.mp4",
+  "arguments": {
+    "prompt": "The camera zooms in on nimble fingers deftly assembling a complex mechanical model, each piece clicking into place with precision. The character's hands, steady and skilled, move swiftly, showcasing their expertise and focus. The camera captures the intricate details of gears and components being expertly aligned, the soft clinking sounds adding to the intensity. As the model takes shape, the hands work in perfect harmony, a dance of dexterity and speed. Finally, the camera pulls back to reveal the completed model, a masterpiece of engineering, gleaming under the soft light, symbolizing the culmination of meticulous craftsmanship.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 310,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_031_seed_310_The camera zooms in on nimble fingers deftly assem.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_031_seed_930_The camera zooms in on nimble fingers deftly assem_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:17:01.776922",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_031_seed_930_The camera zooms in on nimble fingers deftly assem.mp4",
+  "arguments": {
+    "prompt": "The camera zooms in on nimble fingers deftly assembling a complex mechanical model, each piece clicking into place with precision. The character's hands, steady and skilled, move swiftly, showcasing their expertise and focus. The camera captures the intricate details of gears and components being expertly aligned, the soft clinking sounds adding to the intensity. As the model takes shape, the hands work in perfect harmony, a dance of dexterity and speed. Finally, the camera pulls back to reveal the completed model, a masterpiece of engineering, gleaming under the soft light, symbolizing the culmination of meticulous craftsmanship.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_031_seed_930_The camera zooms in on nimble fingers deftly assem.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_42_A charming Korean male star dressed in a casual wh_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T13:22:01.200210",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_42_A charming Korean male star dressed in a casual wh.mp4",
+  "arguments": {
+    "prompt": "A charming Korean male star, dressed in a casual white t-shirt and jeans, stands in a sun-dappled forest clearing, surrounded by towering trees and vibrant greenery. He carefully prepares sushi on a rustic wooden table, his hands skillfully crafting each roll with precision and grace. The sunlight filters through the leaves, casting playful shadows on his focused expression. Nearby, a gentle stream babbles, adding a serene soundtrack to the scene. As he finishes, he presents the sushi with a warm smile, the forest's natural beauty enhancing the delightful culinary moment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 42,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_032_seed_42_A charming Korean male star dressed in a casual wh.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw002-1-sage-baseline/validation/step_000200/sample_033_seed_930_A charming Japanese actress wearing a pastel pink_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-04-30T20:21:00.524239",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_033_seed_930_A charming Japanese actress wearing a pastel pink.mp4",
+  "arguments": {
+    "prompt": "A charming Japanese actress, wearing a pastel pink apron over a casual white blouse, stands in her cozy, warmly-lit room, surrounded by an array of colorful ingredients and traditional cooking utensils. Her room, adorned with delicate cherry blossom decorations and soft, ambient lighting, creates an inviting atmosphere. She skillfully chops fresh vegetables on a wooden cutting board, her expression focused yet joyful. The camera captures her graceful movements as she stirs a simmering pot on a small stove, the aroma of her culinary creation filling the air. Her gentle smile and the serene setting reflect a harmonious blend of tradition and modernity.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top100.csv"
+    ],
+    "negative_prompt": "",
+    "resolution": "480p",
+    "model_path": "./ckpts",
+    "aspect_ratio": "16:9",
+    "fixed_size": "480x864",
+    "num_inference_steps": 40,
+    "video_length": 121,
+    "sr": false,
+    "save_pre_sr_video": false,
+    "rewrite": false,
+    "cfg_distilled": false,
+    "enable_step_distill": false,
+    "sparse_attn": false,
+    "offloading": false,
+    "group_offloading": null,
+    "overlap_group_offloading": false,
+    "dtype": "bf16",
+    "seed": 930,
+    "image_path": null,
+    "output_path": "./outputs/yw002-1-sage-baseline/validation/step_000200/sample_033_seed_930_A charming Japanese actress wearing a pastel pink.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw002-1-sage-baseline/checkpoint-200/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}