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outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_sample_metric_summary/metric_notes.txt

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+Available from rl_samples:
+- raw sample/question token-credit logprob reward
+- reconstructed group-normalized video advantage diagnostics
+- frame_importance / credit-assignment entropy, max weight, top-3 mass, effective frames
+
+Not recoverable from rl_samples alone:
+- weighted PPO surrogate objective
+- positive/negative advantage weighted logprob deltas
+- new/old policy logprob ratio at train time
+
+Those require logging train-time tensors such as new_log_probs_q, old_log_probs_q, ratio_q,
+or the already-computed token_credit_ratio_mean / token_credit_approx_kl from the train loop.

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_009_seed_789_From a high vantage point the bustling street belo_config.json

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+{
+  "timestamp": "2026-06-13T20:27:05.873376",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_009_seed_789_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_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_009_seed_789_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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_018_seed_789_A charming little girl wearing a bright yellow rai_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-13T20:44:47.551654",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_018_seed_789_A charming little girl wearing a bright yellow rai.mp4",
+  "arguments": {
+    "prompt": "A charming little girl, wearing a bright yellow raincoat and red boots, strolls down a quaint cobblestone street, holding a colorful umbrella. Beside her, a small, fluffy white dog trots happily, its leash held loosely in her hand. The street is lined with blooming flower boxes and quaint shops, their windows displaying vibrant trinkets. The sky is overcast, hinting at a recent rain, with puddles reflecting the girl's joyful steps. As they walk, the girl's laughter fills the air, and the dog occasionally stops to sniff the ground, creating a heartwarming scene of companionship and adventure.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_018_seed_789_A charming little girl wearing a bright yellow rai.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_022_seed_789_A close-up view reveals an elegantly set restauran_config.json

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+{
+  "timestamp": "2026-06-13T20:52:41.861125",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_022_seed_789_A close-up view reveals an elegantly set restauran.mp4",
+  "arguments": {
+    "prompt": "A close-up view reveals an elegantly set restaurant table, adorned with an array of Western cuisine. The table features a perfectly cooked steak, glistening with a rich glaze, accompanied by a side of golden, crispy fries. Nearby, a fresh Caesar salad with vibrant green lettuce, crunchy croutons, and a sprinkle of Parmesan cheese adds a touch of color. A basket of warm, crusty bread sits beside a small dish of creamy butter. The scene is completed with a glass of deep red wine, its surface catching the ambient light, and a flickering candle casting a warm, inviting glow over the sumptuous feast.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_022_seed_789_A close-up view reveals an elegantly set restauran.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_048_seed_789_Amidst a nighttime deluge a solitary figure stride_config.json

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+{
+  "timestamp": "2026-06-13T21:43:44.505758",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_048_seed_789_Amidst a nighttime deluge a solitary figure stride.mp4",
+  "arguments": {
+    "prompt": "Amidst a nighttime deluge, a solitary figure strides down a deserted street, their black trench coat drenched and clinging to their form, each step echoing in the rain-soaked silence. The camera captures the interplay between the coat's fabric and the relentless downpour, highlighting the glistening raindrops cascading off the material. Shifting focus, it reveals the character's wet hair plastered against their forehead, framing a face set with determination. The streetlights cast a dim glow, reflecting off puddles and creating a shimmering path. The scene conveys a sense of resilience and solitude, as the character moves with purpose through the storm.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_048_seed_789_Amidst a nighttime deluge a solitary figure stride.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_049_seed_789_In a serene softly lit room the camera remains fix_config.json

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+{
+  "timestamp": "2026-06-13T21:45:42.843920",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_049_seed_789_In a serene softly lit room the camera remains fix.mp4",
+  "arguments": {
+    "prompt": "In a serene, softly lit room, the camera remains fixed on a character's face, capturing the nuanced dance of emotions. Initially, their eyes sparkle with joy, lips curling into a genuine smile, radiating warmth and happiness. Suddenly, a shadow crosses their features; the smile fades, eyes glisten with unshed tears, and their brows furrow, reflecting deep sorrow. The transformation is swift yet profound, as if a cloud has passed over a sunlit landscape, leaving behind a poignant stillness. The background remains blurred, focusing solely on the character's expressive journey, highlighting the raw, human experience of fleeting emotions.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_049_seed_789_In a serene softly lit room the camera remains fix.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_050_seed_789_A character stands in a dimly lit room initially c_config.json

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+{
+  "timestamp": "2026-06-13T21:47:41.236966",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_050_seed_789_A character stands in a dimly lit room initially c.mp4",
+  "arguments": {
+    "prompt": "A character stands in a dimly lit room, initially calm, when an unexpected sound startles them. Their eyes widen dramatically, and their mouth falls open in shock, capturing the essence of surprise. The camera swiftly zooms in, focusing on their expressive face, emphasizing the rapid shift from alarm to a more relaxed state. As the initial shock fades, their features soften, and a slight smile emerges, reflecting relief and understanding. The background remains blurred, ensuring the viewer's attention is solely on the character's vivid emotional journey, highlighted by the subtle play of light and shadow across their face.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_050_seed_789_A character stands in a dimly lit room initially 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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_054_seed_789_A charismatic public figure stands at a podium pas_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-13T21:55:33.664201",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_054_seed_789_A charismatic public figure stands at a podium pas.mp4",
+  "arguments": {
+    "prompt": "A charismatic public figure stands at a podium, passionately delivering a speech that echoes through a grand hall, their voice resonating with conviction. The camera captures the speaker's intense expression, emphasizing their fervor. As the speech unfolds, the lens shifts to the audience, revealing a spectrum of reactions: some listeners nod in agreement, their faces lit with inspiration, while others frown, arms crossed, displaying skepticism. A young woman wipes away tears, moved by the words, while an older man shakes his head in disapproval. The camera pans across the room, highlighting the palpable tension and division among the crowd, underscoring the speech's profound impact.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_054_seed_789_A charismatic public figure stands at a podium pas.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_078_seed_789_A sprawling Martian cityscape unfolds under a crim_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-13T22:42:47.766994",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_078_seed_789_A sprawling Martian cityscape unfolds under a crim.mp4",
+  "arguments": {
+    "prompt": "A sprawling Martian cityscape unfolds under a crimson sky, where sleek flying cars zip through neon-lit avenues, casting vibrant reflections on the metallic surfaces below. The camera glides through this bustling metropolis, capturing the intricate dance of vehicles weaving between towering structures. As it zooms in, a colossal skyscraper emerges, its facade adorned with dynamic holographic advertisements that flicker and shift, showcasing interstellar products and services. The building's glassy exterior mirrors the kaleidoscope of colors from the streets, while digital billboards project futuristic imagery, creating a mesmerizing blend of technology and architecture in this otherworldly urban landscape.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_078_seed_789_A sprawling Martian cityscape unfolds under a crim.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_080_seed_789_A mesmerizing flame wisp glowing with ethereal lig_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-13T22:46:44.609295",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_080_seed_789_A mesmerizing flame wisp glowing with ethereal lig.mp4",
+  "arguments": {
+    "prompt": "A mesmerizing flame wisp, glowing with ethereal light, darts through a bustling fantasy market under the starry night sky. The camera follows its swift, graceful movements, illuminating vibrant stalls brimming with exotic goods, colorful fabrics, and mystical artifacts. The market is alive with fantastical creatures and lively merchants, their animated conversations and laughter filling the air. Lanterns cast a warm, golden glow, enhancing the magical atmosphere. The flame wisp weaves through the crowd, its fiery trail reflecting off shimmering surfaces, creating a captivating dance of light and shadow in this enchanting, otherworldly marketplace.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_080_seed_789_A mesmerizing flame wisp glowing with ethereal lig.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_115_seed_789_A skilled diver clad in a sleek black wetsuit and_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-13T23:55:38.394970",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_115_seed_789_A skilled diver clad in a sleek black wetsuit and.mp4",
+  "arguments": {
+    "prompt": "A skilled diver, clad in a sleek black wetsuit and equipped with a streamlined oxygen tank, gracefully navigates through a kaleidoscope of vibrant coral formations, each teeming with life. The camera captures the mesmerizing dance of sunlight filtering through the crystal-clear water, casting ethereal patterns on the ocean floor. Schools of iridescent fish dart playfully around the diver, their scales shimmering in hues of electric blue, fiery orange, and vivid yellow. Majestic sea turtles glide serenely by, while delicate sea anemones sway gently in the current. The scene is a breathtaking symphony of color and movement, showcasing the awe-inspiring diversity of the underwater world.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_115_seed_789_A skilled diver clad in a sleek black wetsuit and.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_118_seed_789_The camera glides through an enigmatic forest unde_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T00:01:31.798254",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_118_seed_789_The camera glides through an enigmatic forest unde.mp4",
+  "arguments": {
+    "prompt": "The camera glides through an enigmatic forest under a starry night sky, where towering trees emit a gentle luminescence, their leaves shimmering in the silvery moonlight. The air is alive with the soft hum of nocturnal creatures, and delicate fireflies weave intricate patterns, their tiny lights flickering like stars brought to earth. Shadows play across the forest floor, creating an ever-shifting tapestry of light and dark. The scene is serene yet otherworldly, as the camera captures the ethereal beauty of this hidden realm, where nature's magic is palpable and the night holds its breath in anticipation.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_118_seed_789_The camera glides through an enigmatic forest unde.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_124_seed_789_In the dimly lit corridors of an abandoned space s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T00:13:19.853547",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_124_seed_789_In the dimly lit corridors of an abandoned space s.mp4",
+  "arguments": {
+    "prompt": "In the dimly lit corridors of an abandoned space station, an alien creature slithers with unsettling grace. Its elongated body, covered in a translucent, slimy membrane, reflects the sparse, flickering lights, creating an eerie glow. The camera captures the intricate details of its anatomy: segmented limbs, pulsating veins, and a pair of luminescent eyes that scan the surroundings with an otherworldly intelligence. As it moves, the sound of its slick skin against the metallic floor echoes through the empty halls, enhancing the chilling atmosphere. The station's walls, adorned with faded insignias and blinking control panels, stand as silent witnesses to the creature's haunting presence.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_124_seed_789_In the dimly lit corridors of an abandoned space 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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_135_seed_789_As dawn breaks over the bustling smart city the ca_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T00:34:56.599564",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_135_seed_789_As dawn breaks over the bustling smart city the ca.mp4",
+  "arguments": {
+    "prompt": "As dawn breaks over the bustling smart city, the camera pans to a smart home where automated blinds rise, and a voice-activated assistant brews coffee. The scene transitions to an autonomous vehicle, smoothly navigating traffic, communicating with smart traffic lights to ensure a seamless commute. The camera shifts to a public park, where intelligent sensors monitor air quality and adjust irrigation systems for optimal plant health. Next, a drone delivers packages, coordinating with delivery hubs and smart lockers. The video highlights a connected hospital, where patient data is shared in real-time, enhancing care. Finally, the city skyline glows with energy-efficient lighting, adapting to natural light levels, showcasing a harmonious blend of technology and urban life.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_135_seed_789_As dawn breaks over the bustling smart city the ca.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_142_seed_789_An expansive aerial view reveals a mesmerizing swa_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T00:48:44.254454",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_142_seed_789_An expansive aerial view reveals a mesmerizing swa.mp4",
+  "arguments": {
+    "prompt": "An expansive aerial view reveals a mesmerizing swarm of drones, their sleek metallic bodies glinting under the sun, as they glide gracefully through the sky, mimicking a flock of birds. The camera captures their synchronized movements, showcasing the intricate choreography of their flight patterns. Each drone, with its streamlined design and whirring propellers, moves in perfect harmony with the others, creating a dynamic dance in the air. The scene highlights the interplay between natural instincts and artificial intelligence, as the drones navigate seamlessly through the open sky, casting fleeting shadows on the landscape below. The backdrop of a vast, clear blue sky enhances the spectacle, emphasizing the blend of technology and nature in this captivating aerial ballet.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_142_seed_789_An expansive aerial view reveals a mesmerizing swa.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_143_seed_789_In a futuristic setting a sleek metallic robot dog_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T00:50:42.975162",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_143_seed_789_In a futuristic setting a sleek metallic robot dog.mp4",
+  "arguments": {
+    "prompt": "In a futuristic setting, a sleek, metallic robot dog navigates a labyrinthine maze, its sensors glowing with a soft blue light as they meticulously scan the intricate environment. The camera follows its agile movements, capturing the precision of its articulated limbs and the seamless integration of cutting-edge technology within its design. As it maneuvers through narrow passages and sharp turns, the maze's towering walls and complex pathways present formidable challenges. The robot dog pauses momentarily, its sensors analyzing the surroundings before swiftly continuing its journey, showcasing the remarkable synergy between artificial intelligence and mechanical prowess.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_143_seed_789_In a futuristic setting a sleek metallic robot dog.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_152_seed_789_A fluffy tabby cat with striking green eyes is see_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T01:08:24.000886",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_152_seed_789_A fluffy tabby cat with striking green eyes is see.mp4",
+  "arguments": {
+    "prompt": "A fluffy tabby cat with striking green eyes is seen in close-up, its paws rhythmically kneading a soft, knitted blanket, creating a soothing, repetitive motion. The camera captures the cat's serene expression, eyes half-closed in contentment, as it prepares to settle. The scene shifts to the cat curling up on its owner's lap, the gentle rise and fall of its breathing visible. The owner's hand gently strokes the cat's back, enhancing the warm, intimate interaction. The soft lighting casts a cozy glow, highlighting the bond between the pet and owner, as the cat purrs softly, embodying pure relaxation and trust.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_152_seed_789_A fluffy tabby cat with striking green eyes is see.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_172_seed_789_An aerial view captures a majestic flock of geese_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T01:47:49.818408",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_172_seed_789_An aerial view captures a majestic flock of geese.mp4",
+  "arguments": {
+    "prompt": "An aerial view captures a majestic flock of geese soaring in a flawless V-formation against a backdrop of a brilliant blue sky. The camera gracefully follows their precise alignment, showcasing the synchronized rhythm of their wings flapping in unison. As they glide effortlessly, the aerodynamic efficiency of their flight pattern becomes evident, with each bird perfectly positioned to minimize air resistance. The sunlight glistens off their feathers, creating a mesmerizing spectacle of nature's harmony. The scene conveys a sense of unity and purpose, as the geese navigate the vast expanse of the sky with unwavering determination and grace.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_172_seed_789_An aerial view captures a majestic flock of geese.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_189_seed_789_A shadowy cloaked figure glides through an eerie f_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T02:21:15.699735",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_189_seed_789_A shadowy cloaked figure glides through an eerie f.mp4",
+  "arguments": {
+    "prompt": "A shadowy, cloaked figure glides through an eerie forest, where ancient trees whisper secrets and their gnarled branches glow with watchful eyes. The camera trails the figure, capturing the fluid motion of their cloak and the occasional close-up of a hand, fingers tracing arcane symbols in the air, casting protective spells. The animation is hauntingly atmospheric, with a palette of deep, muted colors and flickering shadows that dance across the forest floor, enhancing the sense of lurking danger and supernatural presence. The air is thick with tension, as the figure navigates this otherworldly realm, each step echoing with the forest's ghostly murmurs.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_189_seed_789_A shadowy cloaked figure glides through an eerie f.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_194_seed_789_In a vibrant bustling cityscape a tall lanky figur_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T02:31:06.060112",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_194_seed_789_In a vibrant bustling cityscape a tall lanky figur.mp4",
+  "arguments": {
+    "prompt": "In a vibrant, bustling cityscape, a tall, lanky figure in a striped shirt and a short, round companion in a polka-dot dress embark on a series of whimsical misadventures. The camera captures their contrasting physiques as they navigate crowded streets, with the tall character frequently ducking under low-hanging signs and the short character disappearing amidst bustling pedestrians. Their journey is filled with slapstick humor, as exaggerated expressions and comedic timing highlight their antics. The tall character's clumsy attempts to avoid obstacles and the short character's struggles to keep up create a dynamic, humorous narrative, set against the backdrop of a lively urban environment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_194_seed_789_In a vibrant bustling cityscape a tall lanky figur.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_215_seed_789_In a bustling city street a magnificent Chinese Dr_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T03:12:18.962835",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_215_seed_789_In a bustling city street a magnificent Chinese Dr.mp4",
+  "arguments": {
+    "prompt": "In a bustling city street, a magnificent Chinese Dragon, adorned in vibrant red, gold, and green silk, gracefully dances through a lively crowd celebrating the Lunar New Year. The dragon's intricate scales shimmer under the glow of lanterns, its movements synchronized with rhythmic drumbeats. As it weaves through the throng, children and adults alike cheer, their faces illuminated by the warm light. The camera pans upward, revealing a cascade of fireworks painting the night sky in brilliant hues, their resounding booms mingling with the crowd's jubilant shouts. The scene encapsulates the essence of renewal, prosperity, and communal joy, embodying the hopeful spirit of the New Year.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_215_seed_789_In a bustling city street a magnificent Chinese Dr.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_220_seed_789_The scene opens with a vibrant graffiti-covered wa_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T03:22:08.641545",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_220_seed_789_The scene opens with a vibrant graffiti-covered wa.mp4",
+  "arguments": {
+    "prompt": "The scene opens with a vibrant, graffiti-covered wall, bursting with an array of colors and abstract designs. Suddenly, a stream of glossy black paint cascades down from above, its movement fluid and mesmerizing. As it flows, the paint begins to form the bold, capital letters \"TME\" in the center of the screen. The texture of the paint is rich and detailed, capturing the light in a way that highlights its glossy surface. The cinematic lighting casts dramatic shadows, enhancing the depth and dimension of the scene. The paint continues to drip slowly, creating an artistic and dynamic visual effect against the colorful backdrop.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_220_seed_789_The scene opens with a vibrant graffiti-covered wa.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_229_seed_789_In a sleek modern kitchen bathed in bright natural_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T03:39:49.279482",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_229_seed_789_In a sleek modern kitchen bathed in bright natural.mp4",
+  "arguments": {
+    "prompt": "In a sleek, modern kitchen bathed in bright natural light, a woman with long, flowing blonde hair stands at the sink. She wears a vibrant green blouse that complements the kitchen's contemporary design. The camera remains still, capturing her graceful movements as she reaches forward, her fingers delicately turning the faucet handle. Instantly, a steady stream of crystal-clear water cascades from the faucet, catching the light and creating a mesmerizing sparkle. The kitchen's minimalist decor, with its polished countertops and stainless steel appliances, serves as a serene backdrop to this simple yet captivating moment.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_229_seed_789_In a sleek modern kitchen bathed in bright natural.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_239_seed_789_A powerful baseball player clad in a striking red_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T03:59:30.558943",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_239_seed_789_A powerful baseball player clad in a striking red.mp4",
+  "arguments": {
+    "prompt": "A powerful baseball player, clad in a striking red and white uniform, stands poised in the batter's box, his black bat slicing through the air as he makes contact with the ball. The number 6 and \"Howard\" emblazoned on his back catch the eye, as the scene unfolds on a vibrant baseball field, where lush green grass meets the rich brown dirt. The ball rockets off the bat, soaring through the sky, tracing a graceful arc. The player, Howard, follows through with precision, his body twisting with the swing's momentum. As he begins his sprint towards first base, the fielders spring into action, their eyes tracking the ball's trajectory, ready to respond with agility and skill.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_239_seed_789_A powerful baseball player clad in a striking red.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_241_seed_789_In a dimly lit intimate room two individuals stand_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T04:03:26.630353",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_241_seed_789_In a dimly lit intimate room two individuals stand.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit, intimate room, two individuals stand close, their expressions a mix of curiosity and tension. The camera captures their subtle gestures: a gentle touch on the arm, a shared glance, and the soft rustle of clothing. The space is small, with walls adorned in muted tones, enhancing the closeness of their interaction. As they converse, their body language speaks volumes, with slight shifts and movements conveying unspoken emotions. The focus remains on their hands, which occasionally meet, creating a palpable connection. The atmosphere is charged with anticipation, as the camera lingers on their nuanced, silent communication.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_241_seed_789_In a dimly lit intimate room two individuals stand.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_253_seed_789_Three friends dressed in cozy pajamas lounge comfo_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T04:27:04.490293",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_253_seed_789_Three friends dressed in cozy pajamas lounge comfo.mp4",
+  "arguments": {
+    "prompt": "Three friends, dressed in cozy pajamas, lounge comfortably on a large, inviting bed adorned with soft, pastel-colored sheets and fluffy pillows. The room is softly lit, creating a warm and intimate atmosphere. One person, with curly hair, sits cross-legged, holding a steaming mug, while another, with short hair, leans back against the headboard, laughing heartily. The third, with long hair, lies on their stomach, flipping through a magazine, occasionally glancing up to join in the conversation. The scene exudes a sense of camaraderie and relaxation, with the gentle hum of a ceiling fan and the faint scent of lavender in the air.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_253_seed_789_Three friends dressed in cozy pajamas lounge comfo.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_263_seed_789_In a vibrant classic 2D slapstick cartoon style re_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T04:46:42.671731",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_263_seed_789_In a vibrant classic 2D slapstick cartoon style re.mp4",
+  "arguments": {
+    "prompt": "In a vibrant, classic 2D slapstick cartoon style, reminiscent of Looney Tunes, a clever rabbit, with a cheeky grin, orchestrates a series of elaborate traps for a clumsy hunter. The animation is fast-paced, bursting with exaggerated physical comedy, wild facial expressions, and over-the-top reactions. The scene opens with the rabbit, twitching its whiskers mischievously, as it sets up a comically oversized contraption. The camera zooms in on the rabbit's devious grin as it pulls a lever, triggering a chaotic chain reaction. Springs, anvils, and banana peels fly, culminating in a hilarious twist where the hunter, wide-eyed and bewildered, ends up tangled in his own net, while the rabbit hops away triumphantly, leaving a trail of laughter in its wake.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_263_seed_789_In a vibrant classic 2D slapstick cartoon style re.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_266_seed_789_In a bustling city street a majestic Chinese Drago_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T04:52:38.500124",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_266_seed_789_In a bustling city street a majestic Chinese Drago.mp4",
+  "arguments": {
+    "prompt": "In a bustling city street, a majestic Chinese Dragon, adorned in vibrant red, gold, and green silk, gracefully dances through a lively crowd celebrating the Lunar New Year. The dragon's intricate scales shimmer under the glow of lanterns, symbolizing prosperity and strength. As it weaves and undulates, the rhythmic beat of drums and cymbals fills the air, enhancing the festive atmosphere. The camera pans upward, revealing a cascade of fireworks painting the night sky in brilliant hues, their resounding booms mingling with the jubilant cheers of onlookers. The scene captures the essence of renewal, unity, and hope, embodying the joyous spirit of the New Year celebration.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_266_seed_789_In a bustling city street a majestic Chinese Drago.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_280_seed_789_A solitary figure sits on the edge of a dimly lit_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T05:20:08.879428",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_280_seed_789_A solitary figure sits on the edge of a dimly lit.mp4",
+  "arguments": {
+    "prompt": "A solitary figure sits on the edge of a dimly lit bed, their silhouette framed by the soft glow of a distant streetlamp filtering through the window blinds, casting long shadows across the room. The scene shifts to a close-up of their hands, nervously fidgeting with a worn-out bracelet, symbolizing inner turmoil. In another moment, they stand before a mirror, their reflection distorted, whispering inaudible words that convey self-doubt and negativity. The room, cluttered with scattered papers and unwashed dishes, emphasizes the chaos within. Finally, they curl up on a couch, wrapped in a blanket, staring blankly at a muted television, embodying the profound sense of isolation and despair.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_280_seed_789_A solitary figure sits on the edge of a dimly 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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_283_seed_789_In a dimly lit room a shadowy figure sits before a_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T05:26:02.145557",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_283_seed_789_In a dimly lit room a shadowy figure sits before a.mp4",
+  "arguments": {
+    "prompt": "In a dimly lit room, a shadowy figure sits before a glowing computer screen, fingers flying over the keyboard, surrounded by an array of high-tech gadgets. The camera zooms in, revealing lines of code cascading down the monitor, reflecting in the hacker's focused eyes. As the screen flickers, personal data unfolds: emails, photos, and financial records, each file opening with a soft click. The hacker's face remains obscured, only the silhouette visible, as the camera pans over the digital heist. The room is filled with the soft hum of electronics, and the atmosphere is tense, underscored by the quiet urgency of the unauthorized access.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_283_seed_789_In a dimly lit room a shadowy figure sits before 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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_292_seed_789_A focused athlete with a ponytail stands poised on_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T05:43:43.609101",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_292_seed_789_A focused athlete with a ponytail stands poised on.mp4",
+  "arguments": {
+    "prompt": "A focused athlete with a ponytail stands poised on a pristine professional tennis court, gripping a sleek, modern tennis racket with both hands. The bright overhead lighting casts a sharp, clear illumination across the court, highlighting the vibrant green and blue surfaces. As she swings the racket with precision and power, her athletic form is accentuated by her fitted sports attire, which includes a moisture-wicking tank top and matching shorts. The camera captures the intensity in her eyes and the fluidity of her movement, emphasizing her dedication and skill in the sport. The background features neatly arranged seating and a digital scoreboard, completing the professional atmosphere.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_292_seed_789_A focused athlete with a ponytail stands poised on.mp4",
+    "original_noise_dir": null,
+    "use_sageattn": false,
+    "sage_blocks_range": "0-53",
+    "enable_torch_compile": false,
+    "enable_cache": false,
+    "cache_type": "deepcache",
+    "no_cache_block_id": "53",
+    "cache_start_step": 11,
+    "cache_end_step": 45,
+    "total_steps": 50,
+    "cache_step_interval": 4,
+    "save_generation_config": true,
+    "checkpoint_path": "/root/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_304_seed_789_A man with short black hair wearing a gray hoodie_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T06:07:18.413527",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_304_seed_789_A man with short black hair wearing a gray hoodie.mp4",
+  "arguments": {
+    "prompt": "A man with short black hair, wearing a gray hoodie and dark jeans, strides purposefully through a bustling airport terminal, pulling a sleek black suitcase with wheels. The terminal's bright overhead lighting casts a warm glow on the polished floors, reflecting the vibrant energy of travelers around him. Behind him, large glass windows reveal a glimpse of airplanes taxiing on the runway, while digital screens display flight information. The man’s focused expression suggests anticipation, as he navigates past rows of modern seating and travelers engrossed in their own journeys, capturing the essence of travel and movement.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_304_seed_789_A man with short black hair wearing a gray hoodie.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_305_seed_789_In a sunlit dining room where warm natural light s_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T06:09:16.162640",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_305_seed_789_In a sunlit dining room where warm natural light s.mp4",
+  "arguments": {
+    "prompt": "In a sunlit dining room, where warm natural light streams through large windows, a man with short brown hair, wearing a blue checkered shirt, focuses intently as he grips a sturdy wooden table with both hands. The camera remains still, capturing his deliberate movements as he carefully adjusts the table's position on the polished wooden floor. The room's ambiance is inviting, with elegant dining chairs neatly arranged around the table, and a vase of fresh flowers adding a touch of color. The scene conveys a sense of calm and purpose, as the man methodically ensures the table is perfectly aligned within the bright, airy space.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_305_seed_789_In a sunlit dining room where warm natural light 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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}

outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_309_seed_789_A young boy with short brown hair enters a sunlit_config.json

@@ -0,0 +1,49 @@
+{
+  "timestamp": "2026-06-14T06:17:09.832208",
+  "task": "t2v",
+  "transformer_version": "480p_t2v",
+  "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_309_seed_789_A young boy with short brown hair enters a sunlit.mp4",
+  "arguments": {
+    "prompt": "A young boy with short brown hair enters a sunlit classroom, wearing a vibrant blue t-shirt and a backpack slung over his shoulders. The room is filled with rows of wooden desks and chairs, bathed in bright natural light streaming through large windows. Educational posters and a world map adorn the walls, adding color and context to the learning environment. As he walks confidently towards an empty desk, the soft rustle of his backpack and the gentle creak of the floorboards echo in the quiet room. The scene captures a moment of anticipation and new beginnings in the warm, inviting classroom setting.",
+    "valid_video_csv": [
+      "assets/video_gen_eval_top400.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": 789,
+    "image_path": null,
+    "output_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/videogen_val3/step_000100/sample_309_seed_789_A young boy with short brown hair enters a sunlit.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/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/checkpoint-100/transformer",
+    "lora_path": null,
+    "use_fp8_gemm": false,
+    "quant_type": "fp8-per-token-sgl",
+    "include_patterns": "double_blocks"
+  }
+}