diff --git a/eval_low_high_cost/text_val100_low_high_cost_latent_text_step5000_old9to1/README.md b/eval_low_high_cost/text_val100_low_high_cost_latent_text_step5000_old9to1/README.md
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+# Eval Low High Cost Text Val100
+
+Old 9:1 validation split eval for edit model stage2 low_high_cost continuation.
+
+Model:
+out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors
+
+Eval inputs:
+out/eval_low_high_cost/val100_inputs.jsonl
+
+Inference:
+Wan2.1-VACE-14B, latent_memory_mode=text, 17 frames, 480x832, 20 inference steps, cfg=1.0, seed=1.
+
+This folder contains generated videos and inference manifests.
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+{"sample_id": "val_00000", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_54-o/35_54-Scene-365_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00000.mp4", "instruction": "Transform the modern indoor setting into an ornate traditional Chinese palace interior, replacing the plain walls and furniture with intricately carved wooden panels, lattice windows, and hanging lanterns. Replace the casual clothing of the characters with elaborate traditional Chinese robes featuring rich embroidery, brocade patterns, and formal silhouettes. Add intricate hairpieces and accessories to the characters' heads, including floral ornaments and jade pins. Enhance the lighting to create a warm, dramatic atmosphere with soft backlighting from paper lanterns and natural light filtering through latticed windows. Replace the simple white sofa and lamp with period-appropriate furnishings such as wooden benches and porcelain vases. Maintain the original character positions, camera angle, and scene composition while upgrading the materials, textures, and overall visual richness to match a historical or cinematic production style.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00000", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_54-o/35_54-Scene-365_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_54-o/35_54-Scene-365_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_54-o/35_54-Scene-365_part1.mp4", "instruction": "Transform the modern indoor setting into an ornate traditional Chinese palace interior, replacing the plain walls and furniture with intricately carved wooden panels, lattice windows, and hanging lanterns. Replace the casual clothing of the characters with elaborate traditional Chinese robes featuring rich embroidery, brocade patterns, and formal silhouettes. Add intricate hairpieces and accessories to the characters' heads, including floral ornaments and jade pins. Enhance the lighting to create a warm, dramatic atmosphere with soft backlighting from paper lanterns and natural light filtering through latticed windows. Replace the simple white sofa and lamp with period-appropriate furnishings such as wooden benches and porcelain vases. Maintain the original character positions, camera angle, and scene composition while upgrading the materials, textures, and overall visual richness to match a historical or cinematic production style.", "_line_no": 1}}
+{"sample_id": "val_00001", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_11-o/31_11-Scene-431_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00001.mp4", "instruction": "Transform the modern urban park setting into a lush, dense forest environment with tall trees and bamboo, replacing the background buildings and greenery with natural woodland. Change the characters' modern casual clothing into elaborate period costumes: the woman wears a flowing yellow robe with white trim and long black hair styled with traditional accessories, while the man wears a rich purple and white layered tunic with a red inner garment and a beaded necklace. Replace the modern handheld device with a weathered, ornate sword leaning against a tree trunk. Adjust the lighting to a soft, dappled sunlight effect filtering through the canopy, enhancing the natural, mystical atmosphere. Maintain the original camera angle, character positions, and facial expressions, preserving the scene's composition and timing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00001", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_11-o/31_11-Scene-431_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_11-o/31_11-Scene-431_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_11-o/31_11-Scene-431_part1.mp4", "instruction": "Transform the modern urban park setting into a lush, dense forest environment with tall trees and bamboo, replacing the background buildings and greenery with natural woodland. Change the characters' modern casual clothing into elaborate period costumes: the woman wears a flowing yellow robe with white trim and long black hair styled with traditional accessories, while the man wears a rich purple and white layered tunic with a red inner garment and a beaded necklace. Replace the modern handheld device with a weathered, ornate sword leaning against a tree trunk. Adjust the lighting to a soft, dappled sunlight effect filtering through the canopy, enhancing the natural, mystical atmosphere. Maintain the original camera angle, character positions, and facial expressions, preserving the scene's composition and timing.", "_line_no": 2}}
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+{"sample_id": "val_00003", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/26_5-o/26_5-Scene-1366_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00003.mp4", "instruction": "Enhance the scene with a cinematic, apocalyptic atmosphere. Replace the glowing blue lights on the tree with dark, charred foliage, maintaining the tree's silhouette and position. Transform the background from a dimly lit indoor setting to a smoky, war-torn urban environment with burning debris and collapsed structures. Add realistic fire and smoke effects emanating from the central explosion, with dynamic lighting casting deep shadows and warm glows. Enhance the character's silhouette with flowing, wind-blown hair and a dark, textured coat, preserving her pose and motion. Introduce floating ash and debris particles throughout the scene, and apply a desaturated, sepia-toned color grade to unify the mood. Ensure all elements maintain the original camera angle, framing, and character positioning.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00003", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/26_5-o/26_5-Scene-1366_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/26_5-o/26_5-Scene-1366_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/26_5-o/26_5-Scene-1366_part2.mp4", "instruction": "Enhance the scene with a cinematic, apocalyptic atmosphere. Replace the glowing blue lights on the tree with dark, charred foliage, maintaining the tree's silhouette and position. Transform the background from a dimly lit indoor setting to a smoky, war-torn urban environment with burning debris and collapsed structures. Add realistic fire and smoke effects emanating from the central explosion, with dynamic lighting casting deep shadows and warm glows. Enhance the character's silhouette with flowing, wind-blown hair and a dark, textured coat, preserving her pose and motion. Introduce floating ash and debris particles throughout the scene, and apply a desaturated, sepia-toned color grade to unify the mood. Ensure all elements maintain the original camera angle, framing, and character positioning.", "_line_no": 4}}
+{"sample_id": "val_00004", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_13-o/33_13-Scene-122_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00004.mp4", "instruction": "Transform the modern casual attire into traditional Chinese-style clothing: replace the woman's white sweater with a flowing turquoise silk robe with intricate embroidery and a high collar, and replace the man's green and orange sweatshirt with a dark grey, layered Hanfu tunic with a sash and arm cuffs. Change the background from a modern abstract-patterned wall to a traditional wooden interior with lattice windows, hanging white silk curtains, and warm ambient lighting. Replace the simple table with a low wooden table adorned with red flowers and a ceramic vase. Adjust the lighting to a soft, warm, diffused glow from paper lanterns and window light, enhancing the period atmosphere. Modify the hairstyles to traditional styles: the woman's hair should be styled with a decorative hairpin and loose waves, and the man's topknot should be more elaborate with a hair tie. Maintain the same camera angle, shot scale, and character positions, preserving the intimate face-to-face interaction.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00004", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_13-o/33_13-Scene-122_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_13-o/33_13-Scene-122_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/33_13-o/33_13-Scene-122_part2.mp4", "instruction": "Transform the modern casual attire into traditional Chinese-style clothing: replace the woman's white sweater with a flowing turquoise silk robe with intricate embroidery and a high collar, and replace the man's green and orange sweatshirt with a dark grey, layered Hanfu tunic with a sash and arm cuffs. Change the background from a modern abstract-patterned wall to a traditional wooden interior with lattice windows, hanging white silk curtains, and warm ambient lighting. Replace the simple table with a low wooden table adorned with red flowers and a ceramic vase. Adjust the lighting to a soft, warm, diffused glow from paper lanterns and window light, enhancing the period atmosphere. Modify the hairstyles to traditional styles: the woman's hair should be styled with a decorative hairpin and loose waves, and the man's topknot should be more elaborate with a hair tie. Maintain the same camera angle, shot scale, and character positions, preserving the intimate face-to-face interaction.", "_line_no": 5}}
+{"sample_id": "val_00005", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_42-o/38_42-Scene-512_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00005.mp4", "instruction": "Replace the modern park background with a misty, rocky riverside landscape featuring turbulent water and distant cliffs. Transform the character's modern-style white and blue attire into a rich, traditional golden-brown robe with intricate maroon trim and a detailed white inner garment. Replace the simple topknot with an ornate black hairpiece adorned with a silver emblem. Adjust the lighting to a soft, diffused overcast tone to enhance the atmospheric mood. Enhance the overall color grading to deepen shadows and enrich textures, adding a cinematic, period-fantasy aesthetic while preserving the character's pose, facial expression, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00005", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_42-o/38_42-Scene-512_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_42-o/38_42-Scene-512_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_42-o/38_42-Scene-512_part1.mp4", "instruction": "Replace the modern park background with a misty, rocky riverside landscape featuring turbulent water and distant cliffs. Transform the character's modern-style white and blue attire into a rich, traditional golden-brown robe with intricate maroon trim and a detailed white inner garment. Replace the simple topknot with an ornate black hairpiece adorned with a silver emblem. Adjust the lighting to a soft, diffused overcast tone to enhance the atmospheric mood. Enhance the overall color grading to deepen shadows and enrich textures, adding a cinematic, period-fantasy aesthetic while preserving the character's pose, facial expression, and camera framing.", "_line_no": 6}}
+{"sample_id": "val_00006", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_50-o/31_50-Scene-525_part4.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00006.mp4", "instruction": "Replace the small boat in the water with a large, weathered log floating naturally on the surface. Enhance the person's clothing by adding rich, textured fabrics in deep earth tones, such as a dark blue tunic and brown trousers, with subtle period-style details. Introduce a more dramatic and immersive natural lighting scheme with soft, diffused sunlight filtering through the trees, creating dappled light patterns on the water and rocks. Refine the water texture to show realistic, gentle ripples and clear, natural reflections of the surrounding foliage and sky. Add detailed background elements including moss-covered rocks, dense forest undergrowth, and distant tree canopies to deepen the environment. Smooth out any digital artifacts or unnatural edges, especially around the person and the log, to ensure a seamless, photorealistic appearance. Adjust the overall color balance to be more natural and desaturated, with cooler tones in the shadows and warmer highlights, enhancing the cinematic atmosphere while preserving the original scene layout, camera motion, and timing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00006", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_50-o/31_50-Scene-525_part4.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_50-o/31_50-Scene-525_part4.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_50-o/31_50-Scene-525_part4.mp4", "instruction": "Replace the small boat in the water with a large, weathered log floating naturally on the surface. Enhance the person's clothing by adding rich, textured fabrics in deep earth tones, such as a dark blue tunic and brown trousers, with subtle period-style details. Introduce a more dramatic and immersive natural lighting scheme with soft, diffused sunlight filtering through the trees, creating dappled light patterns on the water and rocks. Refine the water texture to show realistic, gentle ripples and clear, natural reflections of the surrounding foliage and sky. Add detailed background elements including moss-covered rocks, dense forest undergrowth, and distant tree canopies to deepen the environment. Smooth out any digital artifacts or unnatural edges, especially around the person and the log, to ensure a seamless, photorealistic appearance. Adjust the overall color balance to be more natural and desaturated, with cooler tones in the shadows and warmer highlights, enhancing the cinematic atmosphere while preserving the original scene layout, camera motion, and timing.", "_line_no": 7}}
+{"sample_id": "val_00007", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_07-o/35_07-Scene-125_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00007.mp4", "instruction": "Transform the modern minimalist interior into an ornate traditional Chinese architectural setting by replacing the plain white walls and glass panels with intricately carved wooden doors, red pillars, and decorative lanterns. Change the characters' contemporary clothing into elaborate traditional robes with detailed embroidery and matching headpieces. Replace the modern props with traditional items such as fans and parasols. Enhance the lighting to warm, dramatic tones with soft backlighting from hanging lanterns, emphasizing the rich textures and deep shadows. Modify the characters' hairstyles and makeup to reflect historical styles, including intricate hairpins and subtle, period-appropriate cosmetics. Replace any modern signage with traditional calligraphy banners on the pillars. Keep the stone steps and overall layout unchanged, but enrich the flooring with traditional wooden planks and add atmospheric haze to deepen the scene's depth. Introduce rich, warm color grading with deep reds, golds, and dark browns to evoke a cinematic, historical atmosphere. Ensure all changes preserve the original character positions, camera angle, and scene composition.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00007", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_07-o/35_07-Scene-125_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_07-o/35_07-Scene-125_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_07-o/35_07-Scene-125_part3.mp4", "instruction": "Transform the modern minimalist interior into an ornate traditional Chinese architectural setting by replacing the plain white walls and glass panels with intricately carved wooden doors, red pillars, and decorative lanterns. Change the characters' contemporary clothing into elaborate traditional robes with detailed embroidery and matching headpieces. Replace the modern props with traditional items such as fans and parasols. Enhance the lighting to warm, dramatic tones with soft backlighting from hanging lanterns, emphasizing the rich textures and deep shadows. Modify the characters' hairstyles and makeup to reflect historical styles, including intricate hairpins and subtle, period-appropriate cosmetics. Replace any modern signage with traditional calligraphy banners on the pillars. Keep the stone steps and overall layout unchanged, but enrich the flooring with traditional wooden planks and add atmospheric haze to deepen the scene's depth. Introduce rich, warm color grading with deep reds, golds, and dark browns to evoke a cinematic, historical atmosphere. Ensure all changes preserve the original character positions, camera angle, and scene composition.", "_line_no": 8}}
+{"sample_id": "val_00008", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_29-o/35_29-Scene-200_part5.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00008.mp4", "instruction": "Transform the modern casual attire of the woman and man into traditional Chinese garments: the woman wears a dark blue embroidered robe with white cuffs and a black hairpiece with red accents, while the man wears a long dark blue tunic with a black sash. Replace the plastic shelves and green containers with wooden shelves holding large earthenware jars and pots. Change the background to a traditional Chinese workshop with wooden beams, tiled roof, and stone flooring. Replace the modern blue cooler with a large brown ceramic jar. Add period-appropriate lighting with warm, diffused tones and subtle shadows to enhance the historical atmosphere. Maintain the same character positions, actions, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00008", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_29-o/35_29-Scene-200_part5.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_29-o/35_29-Scene-200_part5.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_29-o/35_29-Scene-200_part5.mp4", "instruction": "Transform the modern casual attire of the woman and man into traditional Chinese garments: the woman wears a dark blue embroidered robe with white cuffs and a black hairpiece with red accents, while the man wears a long dark blue tunic with a black sash. Replace the plastic shelves and green containers with wooden shelves holding large earthenware jars and pots. Change the background to a traditional Chinese workshop with wooden beams, tiled roof, and stone flooring. Replace the modern blue cooler with a large brown ceramic jar. Add period-appropriate lighting with warm, diffused tones and subtle shadows to enhance the historical atmosphere. Maintain the same character positions, actions, and camera framing.", "_line_no": 9}}
+{"sample_id": "val_00009", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0706_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00009.mp4", "instruction": "Replace the human figure with a golden humanoid robot featuring a polished metallic surface, circular chest panel, and articulated joints. Transform the casual clothing into a sleek, reflective robotic exoskeleton with blue and black accents. Replace the simple indoor office setting with a dark, industrial spaceship interior filled with pipes, control panels, and mechanical components. Change the lighting to dramatic, low-key with strong highlights on the robot's surface and deep shadows in the background. Add atmospheric haze and subtle lens flares. Replace everyday furniture with futuristic consoles and storage units. Maintain the same camera angle, shot scale, and character pose, preserving the interaction with the person in the foreground.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00009", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0706_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0706_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/22_9-o/22_9-Scene-0706_part1.mp4", "instruction": "Replace the human figure with a golden humanoid robot featuring a polished metallic surface, circular chest panel, and articulated joints. Transform the casual clothing into a sleek, reflective robotic exoskeleton with blue and black accents. Replace the simple indoor office setting with a dark, industrial spaceship interior filled with pipes, control panels, and mechanical components. Change the lighting to dramatic, low-key with strong highlights on the robot's surface and deep shadows in the background. Add atmospheric haze and subtle lens flares. Replace everyday furniture with futuristic consoles and storage units. Maintain the same camera angle, shot scale, and character pose, preserving the interaction with the person in the foreground.", "_line_no": 10}}
+{"sample_id": "val_00010", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/29_05-o/29_05-Scene-258_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00010.mp4", "instruction": "Transform the modern office setting into an ornate ancient Chinese interior with red wooden beams, hanging lanterns, and traditional paper screens. Replace the man's contemporary suit with a flowing, earth-toned traditional robe with layered sleeves and a dark inner collar. Add an intricate metallic headpiece with detailed carvings atop his topknot. Enhance the lighting to be warm and dramatic, with soft golden highlights and deep shadows, evoking a historical palace atmosphere. Maintain the same camera angle, character positions, and facial expressions, preserving the scene's dialogue and emotional tone.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00010", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/29_05-o/29_05-Scene-258_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/29_05-o/29_05-Scene-258_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/29_05-o/29_05-Scene-258_part1.mp4", "instruction": "Transform the modern office setting into an ornate ancient Chinese interior with red wooden beams, hanging lanterns, and traditional paper screens. Replace the man's contemporary suit with a flowing, earth-toned traditional robe with layered sleeves and a dark inner collar. Add an intricate metallic headpiece with detailed carvings atop his topknot. Enhance the lighting to be warm and dramatic, with soft golden highlights and deep shadows, evoking a historical palace atmosphere. Maintain the same camera angle, character positions, and facial expressions, preserving the scene's dialogue and emotional tone.", "_line_no": 11}}
+{"sample_id": "val_00011", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_08-o/35_08-Scene-021_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00011.mp4", "instruction": "Transform the modern, casual setting into an ornate traditional Chinese palace courtyard. Replace the white, minimalist lanterns with dark, weathered stone lanterns featuring intricate carvings. Change the plain beige archway into a richly detailed stone arch with red-painted walls and traditional Chinese architectural elements. Update the women's clothing: replace the white t-shirt and blue jeans with elaborate traditional Qing dynasty-style robes—red with gold patterns for one, cream with blue floral embroidery for the other—complete with matching sleeves, collars, and sashes. Add intricate hairpieces with red and blue ornaments, floral accents, and traditional hairpins. Introduce subtle, dramatic lighting with warm, directional shadows to enhance depth and atmosphere, mimicking candlelight or early evening sun. Maintain the same camera position, shot scale, and character poses, preserving the original layout and action. Enhance the overall color grading to a richer, more saturated palette with deep reds, golds, and earth tones, evoking a historical, cinematic ambiance.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00011", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_08-o/35_08-Scene-021_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_08-o/35_08-Scene-021_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_08-o/35_08-Scene-021_part2.mp4", "instruction": "Transform the modern, casual setting into an ornate traditional Chinese palace courtyard. Replace the white, minimalist lanterns with dark, weathered stone lanterns featuring intricate carvings. Change the plain beige archway into a richly detailed stone arch with red-painted walls and traditional Chinese architectural elements. Update the women's clothing: replace the white t-shirt and blue jeans with elaborate traditional Qing dynasty-style robes—red with gold patterns for one, cream with blue floral embroidery for the other—complete with matching sleeves, collars, and sashes. Add intricate hairpieces with red and blue ornaments, floral accents, and traditional hairpins. Introduce subtle, dramatic lighting with warm, directional shadows to enhance depth and atmosphere, mimicking candlelight or early evening sun. Maintain the same camera position, shot scale, and character poses, preserving the original layout and action. Enhance the overall color grading to a richer, more saturated palette with deep reds, golds, and earth tones, evoking a historical, cinematic ambiance.", "_line_no": 12}}
+{"sample_id": "val_00012", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_47-o/38_47-Scene-053_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00012.mp4", "instruction": "Transform the modern casual attire of the characters into elaborate, dark fantasy robes with flowing sleeves, high collars, and intricate detailing; replace the urban-style background with a lush, sunlit forest featuring dense green foliage and natural rock formations; add period-appropriate props such as ornate belts, cloaks, and traditional headwear; enhance the lighting to simulate bright, natural daylight with soft shadows and atmospheric depth; apply rich color grading with deep greens, earthy browns, and subtle highlights to emphasize the cinematic, historical fantasy aesthetic; maintain the original camera framing, character positions, and movement while upgrading materials and textures to appear more realistic and detailed.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00012", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_47-o/38_47-Scene-053_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_47-o/38_47-Scene-053_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_47-o/38_47-Scene-053_part1.mp4", "instruction": "Transform the modern casual attire of the characters into elaborate, dark fantasy robes with flowing sleeves, high collars, and intricate detailing; replace the urban-style background with a lush, sunlit forest featuring dense green foliage and natural rock formations; add period-appropriate props such as ornate belts, cloaks, and traditional headwear; enhance the lighting to simulate bright, natural daylight with soft shadows and atmospheric depth; apply rich color grading with deep greens, earthy browns, and subtle highlights to emphasize the cinematic, historical fantasy aesthetic; maintain the original camera framing, character positions, and movement while upgrading materials and textures to appear more realistic and detailed.", "_line_no": 13}}
+{"sample_id": "val_00013", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0319_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00013.mp4", "instruction": "Enhance the scene with cinematic lighting and atmosphere: intensify the soft, diffused sunlight filtering through the dense jungle canopy, adding volumetric light rays and a hazy, misty ambiance to create depth and mystery. Replace the casual white top and pants with a detailed, practical explorer outfit featuring a beige utility vest, reinforced shoulder straps, and a matching backpack with visible gear. Retain the person's hairstyle and posture. Enhance the vegetation with richer, more varied textures and realistic jungle flora, including large-leafed plants and moss-covered rocks. Add subtle environmental details such as scattered debris and damp ground to ground the scene. Maintain the camera angle, framing, and character position while upgrading the overall color grading to a desaturated, earthy tone with high contrast and atmospheric depth.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00013", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0319_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0319_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/22_9-o/22_9-Scene-0319_part2.mp4", "instruction": "Enhance the scene with cinematic lighting and atmosphere: intensify the soft, diffused sunlight filtering through the dense jungle canopy, adding volumetric light rays and a hazy, misty ambiance to create depth and mystery. Replace the casual white top and pants with a detailed, practical explorer outfit featuring a beige utility vest, reinforced shoulder straps, and a matching backpack with visible gear. Retain the person's hairstyle and posture. Enhance the vegetation with richer, more varied textures and realistic jungle flora, including large-leafed plants and moss-covered rocks. Add subtle environmental details such as scattered debris and damp ground to ground the scene. Maintain the camera angle, framing, and character position while upgrading the overall color grading to a desaturated, earthy tone with high contrast and atmospheric depth.", "_line_no": 14}}
+{"sample_id": "val_00014", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_39-o/39_39-Scene-087_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00014.mp4", "instruction": "Enhance the sleeve on the right arm by adding a bold yellow stripe along the cuff and a rich blue panel above it, replacing the plain gray fabric. Introduce intricate golden floral embroidery along the lower edge of the sleeve, visible near the wrist. Upgrade the material to a lustrous, satin-like fabric with a subtle sheen. Adjust the lighting to be more dramatic and cinematic, with warm, directional highlights emphasizing the texture and color of the sleeve. Maintain the same hand position, camera angle, and overall composition, preserving the interaction between the hands and the red cord. The background remains unchanged, but the overall atmosphere is enriched with deeper color saturation and contrast to convey a period or fantasy aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00014", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_39-o/39_39-Scene-087_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_39-o/39_39-Scene-087_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_39-o/39_39-Scene-087_part1.mp4", "instruction": "Enhance the sleeve on the right arm by adding a bold yellow stripe along the cuff and a rich blue panel above it, replacing the plain gray fabric. Introduce intricate golden floral embroidery along the lower edge of the sleeve, visible near the wrist. Upgrade the material to a lustrous, satin-like fabric with a subtle sheen. Adjust the lighting to be more dramatic and cinematic, with warm, directional highlights emphasizing the texture and color of the sleeve. Maintain the same hand position, camera angle, and overall composition, preserving the interaction between the hands and the red cord. The background remains unchanged, but the overall atmosphere is enriched with deeper color saturation and contrast to convey a period or fantasy aesthetic.", "_line_no": 15}}
+{"sample_id": "val_00015", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/11-o/11-Scene-1529_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00015.mp4", "instruction": "Transform the casual blue and black armored vest worn by the man into a detailed, metallic Iron Man suit with a red and gold color scheme, including a helmet with glowing eyes and a chest arc reactor. Replace the plain urban background with a dark, futuristic cityscape at night, featuring illuminated skyscrapers and a crowd of people in the distance. Change the lighting to dramatic, low-key cinematic illumination with strong highlights on the suit and deep shadows, enhancing the metallic textures. Add atmospheric haze and subtle lens flares to emphasize the high-tech environment. Keep the man's pose, camera angle, and overall composition unchanged, while upgrading the materials, lighting, and background to match a cinematic sci-fi setting.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00015", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/11-o/11-Scene-1529_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/11-o/11-Scene-1529_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/11-o/11-Scene-1529_part2.mp4", "instruction": "Transform the casual blue and black armored vest worn by the man into a detailed, metallic Iron Man suit with a red and gold color scheme, including a helmet with glowing eyes and a chest arc reactor. Replace the plain urban background with a dark, futuristic cityscape at night, featuring illuminated skyscrapers and a crowd of people in the distance. Change the lighting to dramatic, low-key cinematic illumination with strong highlights on the suit and deep shadows, enhancing the metallic textures. Add atmospheric haze and subtle lens flares to emphasize the high-tech environment. Keep the man's pose, camera angle, and overall composition unchanged, while upgrading the materials, lighting, and background to match a cinematic sci-fi setting.", "_line_no": 16}}
+{"sample_id": "val_00016", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_44-o/34_44-Scene-500_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00016.mp4", "instruction": "Enhance the traditional attire with intricate embroidery and layered fabric, adding ornate floral patterns on the sleeves and collar. Replace the simple hair accessory with an elaborate headdress adorned with silver flowers and beads. Add delicate, dangling earrings to complement the headpiece. Upgrade the background with subtle, period-appropriate architectural details and soft, diffused lighting to create a rich, cinematic atmosphere. Maintain the same pose, camera angle, and facial expression while enhancing the overall visual richness and historical authenticity.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00016", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_44-o/34_44-Scene-500_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_44-o/34_44-Scene-500_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_44-o/34_44-Scene-500_part1.mp4", "instruction": "Enhance the traditional attire with intricate embroidery and layered fabric, adding ornate floral patterns on the sleeves and collar. Replace the simple hair accessory with an elaborate headdress adorned with silver flowers and beads. Add delicate, dangling earrings to complement the headpiece. Upgrade the background with subtle, period-appropriate architectural details and soft, diffused lighting to create a rich, cinematic atmosphere. Maintain the same pose, camera angle, and facial expression while enhancing the overall visual richness and historical authenticity.", "_line_no": 17}}
+{"sample_id": "val_00017", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_34-o/32_34-Scene-525_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00017.mp4", "instruction": "Replace the simple modern hairstyle with an elaborate traditional topknot adorned with a detailed ornate hairpiece featuring metallic and gemstone accents. Transform the plain, neutral background into a richly detailed traditional Chinese interior with wooden lattice windows, hanging silk drapes, and classical furnishings. Change the character's casual clothing into intricate historical attire with layered fabrics, embroidered patterns, and a high-collared robe. Enhance the lighting to be warm and dramatic, with soft directional light casting subtle shadows and highlighting textures. Add atmospheric depth with a gentle haze and ambient glow from lanterns or candles. Preserve the character's facial expression, pose, and camera framing while upgrading the visual fidelity of materials, colors, and overall production design.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00017", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_34-o/32_34-Scene-525_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_34-o/32_34-Scene-525_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_34-o/32_34-Scene-525_part1.mp4", "instruction": "Replace the simple modern hairstyle with an elaborate traditional topknot adorned with a detailed ornate hairpiece featuring metallic and gemstone accents. Transform the plain, neutral background into a richly detailed traditional Chinese interior with wooden lattice windows, hanging silk drapes, and classical furnishings. Change the character's casual clothing into intricate historical attire with layered fabrics, embroidered patterns, and a high-collared robe. Enhance the lighting to be warm and dramatic, with soft directional light casting subtle shadows and highlighting textures. Add atmospheric depth with a gentle haze and ambient glow from lanterns or candles. Preserve the character's facial expression, pose, and camera framing while upgrading the visual fidelity of materials, colors, and overall production design.", "_line_no": 18}}
+{"sample_id": "val_00018", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_53-o/34_53-Scene-021_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00018.mp4", "instruction": "Enhance the clothing to ornate, historical-style robes with intricate golden embroidery and layered fabric textures, maintaining the same silhouette and fit. Upgrade the background to a dark, dramatic setting with deep blue and black tones, adding subtle atmospheric haze to enhance mood. Intensify the lighting to create high contrast with dramatic shadows and highlights, emphasizing facial features and costume details. Preserve the character's identity, expression, and camera framing while adding cinematic depth and richness to materials and atmosphere.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00018", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_53-o/34_53-Scene-021_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_53-o/34_53-Scene-021_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_53-o/34_53-Scene-021_part1.mp4", "instruction": "Enhance the clothing to ornate, historical-style robes with intricate golden embroidery and layered fabric textures, maintaining the same silhouette and fit. Upgrade the background to a dark, dramatic setting with deep blue and black tones, adding subtle atmospheric haze to enhance mood. Intensify the lighting to create high contrast with dramatic shadows and highlights, emphasizing facial features and costume details. Preserve the character's identity, expression, and camera framing while adding cinematic depth and richness to materials and atmosphere.", "_line_no": 19}}
+{"sample_id": "val_00019", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_05-o/31_05-Scene-363_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00019.mp4", "instruction": "Transform the modern indoor setting into an ornate traditional Chinese courtyard. Replace the plain white walls and modern furniture with dark wooden pillars, tiled roofs, and a detailed golden screen gate in the background. Replace the man's casual gray t-shirt and jeans with a rich purple and silver traditional robe with intricate embroidery, and add a matching ornate headdress. Replace the woman's white shirt and denim overalls with a flowing lavender and purple traditional Hanfu-style dress with detailed patterns and a decorative hairpiece. Replace the simple coffee cup and papers on the table with a traditional black lacquer tea set, including a teapot and cups, arranged on a dark wooden tray. Add a small incense burner and decorative scrolls to the table. Replace the natural, flat lighting with warm, dramatic lighting that highlights the characters and creates soft shadows, enhancing the cinematic atmosphere. Maintain the same camera angle, character positions, and actions throughout the sequence.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00019", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_05-o/31_05-Scene-363_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_05-o/31_05-Scene-363_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_05-o/31_05-Scene-363_part3.mp4", "instruction": "Transform the modern indoor setting into an ornate traditional Chinese courtyard. Replace the plain white walls and modern furniture with dark wooden pillars, tiled roofs, and a detailed golden screen gate in the background. Replace the man's casual gray t-shirt and jeans with a rich purple and silver traditional robe with intricate embroidery, and add a matching ornate headdress. Replace the woman's white shirt and denim overalls with a flowing lavender and purple traditional Hanfu-style dress with detailed patterns and a decorative hairpiece. Replace the simple coffee cup and papers on the table with a traditional black lacquer tea set, including a teapot and cups, arranged on a dark wooden tray. Add a small incense burner and decorative scrolls to the table. Replace the natural, flat lighting with warm, dramatic lighting that highlights the characters and creates soft shadows, enhancing the cinematic atmosphere. Maintain the same camera angle, character positions, and actions throughout the sequence.", "_line_no": 20}}
+{"sample_id": "val_00020", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_34-o/32_34-Scene-517_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00020.mp4", "instruction": "Transform the scene into a grand, opulent palace setting. Replace the simple wall with an ornate, golden phoenix backdrop featuring intricate carvings and glowing details. Upgrade the plain chairs into a regal throne and a matching ceremonial seat, both adorned with rich fabrics and golden embellishments. Change the modern casual clothing into elaborate traditional garments with layered robes, intricate embroidery, and deep earthy tones. Add ornate headpieces with decorative elements and jewelry to the characters. Replace the everyday props with golden candlesticks and ceremonial vessels. Enhance the lighting to be dramatic and theatrical, with warm golden highlights and deep shadows to emphasize the grandeur. Maintain the original camera angle, character positions, and scene layout while elevating the visual richness and production design.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00020", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_34-o/32_34-Scene-517_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_34-o/32_34-Scene-517_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_34-o/32_34-Scene-517_part2.mp4", "instruction": "Transform the scene into a grand, opulent palace setting. Replace the simple wall with an ornate, golden phoenix backdrop featuring intricate carvings and glowing details. Upgrade the plain chairs into a regal throne and a matching ceremonial seat, both adorned with rich fabrics and golden embellishments. Change the modern casual clothing into elaborate traditional garments with layered robes, intricate embroidery, and deep earthy tones. Add ornate headpieces with decorative elements and jewelry to the characters. Replace the everyday props with golden candlesticks and ceremonial vessels. Enhance the lighting to be dramatic and theatrical, with warm golden highlights and deep shadows to emphasize the grandeur. Maintain the original camera angle, character positions, and scene layout while elevating the visual richness and production design.", "_line_no": 21}}
+{"sample_id": "val_00021", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_31-o/32_31-Scene-116_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00021.mp4", "instruction": "Transform the modern, casual appearance into a historical fantasy style: replace the plain white t-shirt with an ornate green and black traditional robe with gold trim; style the hair into a long, sleek, ancient Chinese topknot secured with a golden hairpin; add subtle, glowing blue digital patterns on the face as a futuristic overlay; replace the blurred, modern background with a richly detailed, dimly lit interior featuring warm lanterns and traditional wooden architecture; enhance lighting to be soft, warm, and atmospheric with a cinematic color grade emphasizing deep reds and golds; preserve the subject's facial expression, head position, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00021", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_31-o/32_31-Scene-116_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_31-o/32_31-Scene-116_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_31-o/32_31-Scene-116_part1.mp4", "instruction": "Transform the modern, casual appearance into a historical fantasy style: replace the plain white t-shirt with an ornate green and black traditional robe with gold trim; style the hair into a long, sleek, ancient Chinese topknot secured with a golden hairpin; add subtle, glowing blue digital patterns on the face as a futuristic overlay; replace the blurred, modern background with a richly detailed, dimly lit interior featuring warm lanterns and traditional wooden architecture; enhance lighting to be soft, warm, and atmospheric with a cinematic color grade emphasizing deep reds and golds; preserve the subject's facial expression, head position, and camera framing.", "_line_no": 22}}
+{"sample_id": "val_00022", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_33-o/39_33-Scene-031_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00022.mp4", "instruction": "Transform the modern urban setting into a traditional Chinese historical street scene. Replace the modern white buildings and minimalist white spherical lights with traditional wooden architecture featuring tiled roofs, red pillars, and ornate eaves. Replace the bicycle with a brown horse, and change the man's contemporary white shirt and black pants into a flowing pink traditional robe with a sash. Add colorful paper lanterns in red, orange, blue, and yellow hanging from the eaves, and replace the neutral banners with vertical red banners bearing Chinese calligraphy. Introduce additional period-appropriate characters in traditional attire, including a woman in a green robe inside a red canopy palanquin. Adjust the color grading to a warm, rich, cinematic tone with enhanced saturation and soft lighting to evoke a historical atmosphere. Maintain the original camera motion, shot scale, and character positions while preserving the scene's layout and action flow.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00022", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_33-o/39_33-Scene-031_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_33-o/39_33-Scene-031_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_33-o/39_33-Scene-031_part2.mp4", "instruction": "Transform the modern urban setting into a traditional Chinese historical street scene. Replace the modern white buildings and minimalist white spherical lights with traditional wooden architecture featuring tiled roofs, red pillars, and ornate eaves. Replace the bicycle with a brown horse, and change the man's contemporary white shirt and black pants into a flowing pink traditional robe with a sash. Add colorful paper lanterns in red, orange, blue, and yellow hanging from the eaves, and replace the neutral banners with vertical red banners bearing Chinese calligraphy. Introduce additional period-appropriate characters in traditional attire, including a woman in a green robe inside a red canopy palanquin. Adjust the color grading to a warm, rich, cinematic tone with enhanced saturation and soft lighting to evoke a historical atmosphere. Maintain the original camera motion, shot scale, and character positions while preserving the scene's layout and action flow.", "_line_no": 23}}
+{"sample_id": "val_00023", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_01-o/33_01-Scene-644_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00023.mp4", "instruction": "Transform the vibrant, naturalistic landscape into a mystical, ethereal realm by introducing a dense, atmospheric fog that obscures the lower terrain and softens distant rock formations. Shift the color palette from bright, saturated greens and blues to muted, desaturated grays and cool tones, creating a somber, otherworldly mood. Replace the clear, natural lighting with diffused, overcast illumination that eliminates harsh shadows and highlights, enhancing the dreamlike quality. Enhance the clothing of the figures by adding flowing, translucent layers in pale blue and white, with subtle sheen and delicate folds, suggesting a celestial or ancient aesthetic. Introduce a soft, glowing aura around the figures' heads, reinforcing their otherworldly presence. Maintain the same camera position, shot scale, and character positioning, preserving the original layout and action. Reduce visibility of foreground details like grass and trees, replacing them with a uniform misty ground plane. Ensure all elements blend seamlessly into the foggy atmosphere, with no sharp edges or artificial textures, creating a unified, cinematic fantasy environment.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00023", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_01-o/33_01-Scene-644_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_01-o/33_01-Scene-644_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/33_01-o/33_01-Scene-644_part1.mp4", "instruction": "Transform the vibrant, naturalistic landscape into a mystical, ethereal realm by introducing a dense, atmospheric fog that obscures the lower terrain and softens distant rock formations. Shift the color palette from bright, saturated greens and blues to muted, desaturated grays and cool tones, creating a somber, otherworldly mood. Replace the clear, natural lighting with diffused, overcast illumination that eliminates harsh shadows and highlights, enhancing the dreamlike quality. Enhance the clothing of the figures by adding flowing, translucent layers in pale blue and white, with subtle sheen and delicate folds, suggesting a celestial or ancient aesthetic. Introduce a soft, glowing aura around the figures' heads, reinforcing their otherworldly presence. Maintain the same camera position, shot scale, and character positioning, preserving the original layout and action. Reduce visibility of foreground details like grass and trees, replacing them with a uniform misty ground plane. Ensure all elements blend seamlessly into the foggy atmosphere, with no sharp edges or artificial textures, creating a unified, cinematic fantasy environment.", "_line_no": 24}}
+{"sample_id": "val_00024", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/4-o/4-Scene-1570_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00024.mp4", "instruction": "Transform the clear blue sky into a dark, stormy, and atmospheric sky filled with heavy clouds. Replace the character's casual hoodie with a dark, ornate, fantasy-style cloak featuring a detailed mask covering the face. Enhance the structure in the foreground with intricate, alien-like carvings and metallic textures, and add large, floating celestial bodies in the sky — one resembling a green planet and another a fiery, molten sphere — to create a sci-fi or fantasy setting. Apply dramatic, moody lighting with deep shadows and a desaturated color grade to emphasize the cinematic atmosphere. Keep the character's pose, camera angle, and overall scene composition unchanged.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00024", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/4-o/4-Scene-1570_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/4-o/4-Scene-1570_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/4-o/4-Scene-1570_part1.mp4", "instruction": "Transform the clear blue sky into a dark, stormy, and atmospheric sky filled with heavy clouds. Replace the character's casual hoodie with a dark, ornate, fantasy-style cloak featuring a detailed mask covering the face. Enhance the structure in the foreground with intricate, alien-like carvings and metallic textures, and add large, floating celestial bodies in the sky — one resembling a green planet and another a fiery, molten sphere — to create a sci-fi or fantasy setting. Apply dramatic, moody lighting with deep shadows and a desaturated color grade to emphasize the cinematic atmosphere. Keep the character's pose, camera angle, and overall scene composition unchanged.", "_line_no": 25}}
+{"sample_id": "val_00025", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/13-o/13-Scene-1406_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00025.mp4", "instruction": "Transform the modern, casual attire into ornate, medieval-style clothing, including a detailed patterned collar and layered tunic. Enhance the hair and beard to appear longer, fuller, and more stylized with a natural, flowing texture. Replace the neutral, abstract background with a dimly lit, atmospheric medieval setting featuring armored warriors in the background. Apply dramatic, directional lighting with high contrast and deep shadows to create a cinematic, period-appropriate mood. Maintain the subject's facial expression, pose, and camera framing while enriching the materials, textures, and overall production design to match a high-cost fantasy or historical epic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00025", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/13-o/13-Scene-1406_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/13-o/13-Scene-1406_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/13-o/13-Scene-1406_part1.mp4", "instruction": "Transform the modern, casual attire into ornate, medieval-style clothing, including a detailed patterned collar and layered tunic. Enhance the hair and beard to appear longer, fuller, and more stylized with a natural, flowing texture. Replace the neutral, abstract background with a dimly lit, atmospheric medieval setting featuring armored warriors in the background. Apply dramatic, directional lighting with high contrast and deep shadows to create a cinematic, period-appropriate mood. Maintain the subject's facial expression, pose, and camera framing while enriching the materials, textures, and overall production design to match a high-cost fantasy or historical epic.", "_line_no": 26}}
+{"sample_id": "val_00026", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_02-o/35_02-Scene-445_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00026.mp4", "instruction": "Transform the modern casual attire into ornate traditional Chinese garments with intricate embroidery and structured collars; replace the simple hairstyles with elaborate updos adorned with decorative hairpins and floral ornaments; update the background to a grand historical palace setting with red walls, traditional lanterns, and stone architecture; enhance lighting to create a dramatic, cinematic atmosphere with soft shadows and warm tones; apply rich color grading with deep purples, blues, and golds to emphasize period authenticity; maintain the same facial expressions, body positions, and camera framing while adding detailed textures to clothing and accessories.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00026", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_02-o/35_02-Scene-445_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_02-o/35_02-Scene-445_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_02-o/35_02-Scene-445_part2.mp4", "instruction": "Transform the modern casual attire into ornate traditional Chinese garments with intricate embroidery and structured collars; replace the simple hairstyles with elaborate updos adorned with decorative hairpins and floral ornaments; update the background to a grand historical palace setting with red walls, traditional lanterns, and stone architecture; enhance lighting to create a dramatic, cinematic atmosphere with soft shadows and warm tones; apply rich color grading with deep purples, blues, and golds to emphasize period authenticity; maintain the same facial expressions, body positions, and camera framing while adding detailed textures to clothing and accessories.", "_line_no": 27}}
+{"sample_id": "val_00027", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_18-o/34_18-Scene-516_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00027.mp4", "instruction": "Enhance the character's appearance by replacing the simple black headpiece with an ornate, jewel-encrusted headdress featuring red floral accents and a central golden ornament. Upgrade the casual light blue and white jacket to a rich, dark maroon period robe with intricate gold embroidery, layered over a detailed white lace undergarment. Add a long, golden necklace with a prominent pendant and matching dangling earrings. Transform the neutral outdoor background into a grand, dimly lit interior with blurred ornate architectural details and warm ambient lighting from candles or lanterns. Adjust the lighting to be more dramatic and cinematic, with soft highlights on the face and deep shadows, enhancing the luxurious atmosphere. Maintain the same camera angle, shot scale, and character pose while preserving identity and expression.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00027", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_18-o/34_18-Scene-516_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_18-o/34_18-Scene-516_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_18-o/34_18-Scene-516_part1.mp4", "instruction": "Enhance the character's appearance by replacing the simple black headpiece with an ornate, jewel-encrusted headdress featuring red floral accents and a central golden ornament. Upgrade the casual light blue and white jacket to a rich, dark maroon period robe with intricate gold embroidery, layered over a detailed white lace undergarment. Add a long, golden necklace with a prominent pendant and matching dangling earrings. Transform the neutral outdoor background into a grand, dimly lit interior with blurred ornate architectural details and warm ambient lighting from candles or lanterns. Adjust the lighting to be more dramatic and cinematic, with soft highlights on the face and deep shadows, enhancing the luxurious atmosphere. Maintain the same camera angle, shot scale, and character pose while preserving identity and expression.", "_line_no": 28}}
+{"sample_id": "val_00028", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_36-o/32_36-Scene-226_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00028.mp4", "instruction": "Transform the modern indoor setting into an ornate traditional-style background with dark wooden lattice panels and warm ambient lighting. Replace the contemporary blue shirt with a white traditional robe with subtle texture and refined stitching. Style the hair into a high, neat topknot secured with a white hairpin, removing any modern styling. Enhance the lighting to a warm, dramatic tone with soft shadows and golden highlights, emphasizing depth and atmosphere. Maintain the same facial expression, head position, and camera framing while upgrading the overall visual richness and period authenticity.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00028", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_36-o/32_36-Scene-226_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_36-o/32_36-Scene-226_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_36-o/32_36-Scene-226_part1.mp4", "instruction": "Transform the modern indoor setting into an ornate traditional-style background with dark wooden lattice panels and warm ambient lighting. Replace the contemporary blue shirt with a white traditional robe with subtle texture and refined stitching. Style the hair into a high, neat topknot secured with a white hairpin, removing any modern styling. Enhance the lighting to a warm, dramatic tone with soft shadows and golden highlights, emphasizing depth and atmosphere. Maintain the same facial expression, head position, and camera framing while upgrading the overall visual richness and period authenticity.", "_line_no": 29}}
+{"sample_id": "val_00029", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_16-o/34_16-Scene-005_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00029.mp4", "instruction": "Enhance the scene with a cinematic, period-drama aesthetic: transform the characters' modern casual clothing into elaborate traditional Hanbok with flowing fabrics, intricate embroidery, and rich colors; replace the realistic urban night background with a stylized, atmospheric night sky featuring a bright moon and subtle starlight; upgrade the lighting to dramatic, moody illumination with soft glows from lanterns and ambient backlighting that emphasizes depth and texture; enhance the architecture with ornate traditional Korean design elements, including detailed roof tiles, wooden beams, and paper screens; add subtle atmospheric effects such as mist or haze to deepen the mood; preserve the original composition, character poses, camera angle, and timing while enriching materials and textures for a high-production, cinematic look.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00029", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_16-o/34_16-Scene-005_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_16-o/34_16-Scene-005_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_16-o/34_16-Scene-005_part2.mp4", "instruction": "Enhance the scene with a cinematic, period-drama aesthetic: transform the characters' modern casual clothing into elaborate traditional Hanbok with flowing fabrics, intricate embroidery, and rich colors; replace the realistic urban night background with a stylized, atmospheric night sky featuring a bright moon and subtle starlight; upgrade the lighting to dramatic, moody illumination with soft glows from lanterns and ambient backlighting that emphasizes depth and texture; enhance the architecture with ornate traditional Korean design elements, including detailed roof tiles, wooden beams, and paper screens; add subtle atmospheric effects such as mist or haze to deepen the mood; preserve the original composition, character poses, camera angle, and timing while enriching materials and textures for a high-production, cinematic look.", "_line_no": 30}}
+{"sample_id": "val_00030", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_12-o/34_12-Scene-311_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00030.mp4", "instruction": "Enhance the scene to a cinematic, period-drama aesthetic by replacing the blurred green-hued background with a dark, moody forest or bamboo grove setting with deep blue and teal tones, creating a mysterious atmosphere. Retain the character's traditional attire but upgrade the fabric to appear more luxurious and textured, with subtle sheen and refined embroidery. Add a small, ornate black headpiece with a turquoise gem at the front, enhancing the historical authenticity. Adjust the lighting to be dramatic and directional, with soft shadows and a cool color grade to emphasize depth and mood. Preserve the character's facial expression, pose, and camera framing exactly as in the source, ensuring the transformation focuses only on visual style and production design without altering identity, action, or shot composition.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00030", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_12-o/34_12-Scene-311_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_12-o/34_12-Scene-311_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_12-o/34_12-Scene-311_part1.mp4", "instruction": "Enhance the scene to a cinematic, period-drama aesthetic by replacing the blurred green-hued background with a dark, moody forest or bamboo grove setting with deep blue and teal tones, creating a mysterious atmosphere. Retain the character's traditional attire but upgrade the fabric to appear more luxurious and textured, with subtle sheen and refined embroidery. Add a small, ornate black headpiece with a turquoise gem at the front, enhancing the historical authenticity. Adjust the lighting to be dramatic and directional, with soft shadows and a cool color grade to emphasize depth and mood. Preserve the character's facial expression, pose, and camera framing exactly as in the source, ensuring the transformation focuses only on visual style and production design without altering identity, action, or shot composition.", "_line_no": 31}}
+{"sample_id": "val_00031", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/12-o/12-Scene-0712_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00031.mp4", "instruction": "Transform the standard hospital room into a high-tech, dimly lit laboratory environment. Replace the ordinary medical monitor with a futuristic, multi-panel display showing complex data streams. Add glowing blue and white interface elements on the screen. Replace the natural ceiling lights with cold, linear overhead lighting fixtures that cast sharp shadows. Introduce visible wires and advanced medical sensors connected to the patient, including a thin, glowing white cable running from the stethoscope to a device on the patient’s chest. Enhance the background with metallic surfaces, industrial equipment, and dark, reflective materials. Adjust the color grading to a desaturated, cool-toned palette with high contrast and deep shadows. Maintain the same camera angle, character positions, and actions, preserving the patient’s shirtless state and the nurse’s black top, but add subtle sci-fi details like faint ambient light reflections on surfaces and a slightly hazy, sterile atmosphere.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00031", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/12-o/12-Scene-0712_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/12-o/12-Scene-0712_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/12-o/12-Scene-0712_part3.mp4", "instruction": "Transform the standard hospital room into a high-tech, dimly lit laboratory environment. Replace the ordinary medical monitor with a futuristic, multi-panel display showing complex data streams. Add glowing blue and white interface elements on the screen. Replace the natural ceiling lights with cold, linear overhead lighting fixtures that cast sharp shadows. Introduce visible wires and advanced medical sensors connected to the patient, including a thin, glowing white cable running from the stethoscope to a device on the patient’s chest. Enhance the background with metallic surfaces, industrial equipment, and dark, reflective materials. Adjust the color grading to a desaturated, cool-toned palette with high contrast and deep shadows. Maintain the same camera angle, character positions, and actions, preserving the patient’s shirtless state and the nurse’s black top, but add subtle sci-fi details like faint ambient light reflections on surfaces and a slightly hazy, sterile atmosphere.", "_line_no": 32}}
+{"sample_id": "val_00032", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_67-o/35_67-Scene-075_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00032.mp4", "instruction": "Transform the scene from a modern, minimalistic indoor setting to a richly detailed, period-style interior with dark wooden paneling, ornate furnishings, and warm ambient lighting from lanterns. Enhance the character's appearance by replacing the casual hairstyle and simple headband with an elaborate, intricately styled updo adorned with floral hairpins and decorative ornaments. Upgrade the clothing by adding intricate lace detailing to the neckline and sleeves, and enrich the fabric with subtle sheen and texture. Adjust the lighting to be dramatic and stylized, with soft, warm glows from background lanterns creating depth and atmosphere. Maintain the character's facial expression, pose, and camera framing while enhancing the overall visual richness and historical authenticity.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00032", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_67-o/35_67-Scene-075_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_67-o/35_67-Scene-075_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_67-o/35_67-Scene-075_part1.mp4", "instruction": "Transform the scene from a modern, minimalistic indoor setting to a richly detailed, period-style interior with dark wooden paneling, ornate furnishings, and warm ambient lighting from lanterns. Enhance the character's appearance by replacing the casual hairstyle and simple headband with an elaborate, intricately styled updo adorned with floral hairpins and decorative ornaments. Upgrade the clothing by adding intricate lace detailing to the neckline and sleeves, and enrich the fabric with subtle sheen and texture. Adjust the lighting to be dramatic and stylized, with soft, warm glows from background lanterns creating depth and atmosphere. Maintain the character's facial expression, pose, and camera framing while enhancing the overall visual richness and historical authenticity.", "_line_no": 33}}
+{"sample_id": "val_00033", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_42-o/31_42-Scene-356_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00033.mp4", "instruction": "Transform the scene from a modern park setting to a lush, fantastical forest with a serene pond and lily pads in the background. Replace the casual, modern clothing with elaborate period costumes: the male character should wear a dark, ornate vest with red lining, metallic embellishments, and a decorative pendant, while the female character should wear a flowing pink traditional-style dress with intricate patterns and a styled updo with hair accessories. Add a large, fantasy-themed weapon with a tassel on the male character's back. Enhance the lighting to be more dramatic and magical, with dappled sunlight filtering through the trees and a soft glow around the characters. Increase color saturation and richness, emphasizing vibrant greens, deep reds, and soft pinks. Maintain the same camera angle, character positions, and facial expressions, preserving the original scene layout and action.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00033", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_42-o/31_42-Scene-356_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_42-o/31_42-Scene-356_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_42-o/31_42-Scene-356_part2.mp4", "instruction": "Transform the scene from a modern park setting to a lush, fantastical forest with a serene pond and lily pads in the background. Replace the casual, modern clothing with elaborate period costumes: the male character should wear a dark, ornate vest with red lining, metallic embellishments, and a decorative pendant, while the female character should wear a flowing pink traditional-style dress with intricate patterns and a styled updo with hair accessories. Add a large, fantasy-themed weapon with a tassel on the male character's back. Enhance the lighting to be more dramatic and magical, with dappled sunlight filtering through the trees and a soft glow around the characters. Increase color saturation and richness, emphasizing vibrant greens, deep reds, and soft pinks. Maintain the same camera angle, character positions, and facial expressions, preserving the original scene layout and action.", "_line_no": 34}}
+{"sample_id": "val_00034", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_05-o/24_05-Scene-118_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00034.mp4", "instruction": "Transform the modern indoor setting into a grand, traditional East Asian palace hall. Replace the minimalist wooden panels and simple room structure with ornate dark wood architecture, including tall pillars, decorative lattice screens, and hanging banners with circular emblems. Change the characters' casual and business-casual clothing into elaborate traditional robes—black for most, with a few in deep blue or purple, featuring wide sleeves, sashes, and formal headwear. Replace the modern props (papers, briefcases) with traditional accessories such as swords sheathed at the waist or ceremonial staffs. Enhance the lighting to be dramatic and stylized, with strong directional light casting deep shadows and highlighting the architectural details, creating a theatrical atmosphere. Modify the characters' hairstyles and makeup to be more stylized and period-appropriate, with intricate hairdos and subtle, formal makeup. Adjust the color palette to be richer and more saturated, with deep blacks, dark blues, and warm wood tones, increasing contrast for a cinematic look. Replace the modern flooring with dark stone tiles. Substitute modern furniture with traditional wooden benches or stands. Add decorative elements like hanging lanterns and symbolic emblems to the background. Maintain the original character positions, actions, camera motion, and shot scale while enhancing the overall atmosphere to reflect a historical or fantasy setting.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00034", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_05-o/24_05-Scene-118_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_05-o/24_05-Scene-118_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_05-o/24_05-Scene-118_part1.mp4", "instruction": "Transform the modern indoor setting into a grand, traditional East Asian palace hall. Replace the minimalist wooden panels and simple room structure with ornate dark wood architecture, including tall pillars, decorative lattice screens, and hanging banners with circular emblems. Change the characters' casual and business-casual clothing into elaborate traditional robes—black for most, with a few in deep blue or purple, featuring wide sleeves, sashes, and formal headwear. Replace the modern props (papers, briefcases) with traditional accessories such as swords sheathed at the waist or ceremonial staffs. Enhance the lighting to be dramatic and stylized, with strong directional light casting deep shadows and highlighting the architectural details, creating a theatrical atmosphere. Modify the characters' hairstyles and makeup to be more stylized and period-appropriate, with intricate hairdos and subtle, formal makeup. Adjust the color palette to be richer and more saturated, with deep blacks, dark blues, and warm wood tones, increasing contrast for a cinematic look. Replace the modern flooring with dark stone tiles. Substitute modern furniture with traditional wooden benches or stands. Add decorative elements like hanging lanterns and symbolic emblems to the background. Maintain the original character positions, actions, camera motion, and shot scale while enhancing the overall atmosphere to reflect a historical or fantasy setting.", "_line_no": 35}}
+{"sample_id": "val_00035", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_40-o/32_40-Scene-513_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00035.mp4", "instruction": "Transform the casual gray sweater into a rich, dark, intricately patterned garment with metallic gold accents, resembling a historical or fantasy royal robe. Add a small, stylized black goatee to the lower lip. Replace the natural, blurred outdoor background with a warm, golden-hued interior setting, possibly a palace or throne room, with soft bokeh lights suggesting ornate decor. Enhance the lighting to be more dramatic and cinematic, with warm, directional highlights on the face and clothing, creating depth and texture. Maintain the same facial expression, head position, and camera framing throughout the sequence.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00035", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_40-o/32_40-Scene-513_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_40-o/32_40-Scene-513_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_40-o/32_40-Scene-513_part2.mp4", "instruction": "Transform the casual gray sweater into a rich, dark, intricately patterned garment with metallic gold accents, resembling a historical or fantasy royal robe. Add a small, stylized black goatee to the lower lip. Replace the natural, blurred outdoor background with a warm, golden-hued interior setting, possibly a palace or throne room, with soft bokeh lights suggesting ornate decor. Enhance the lighting to be more dramatic and cinematic, with warm, directional highlights on the face and clothing, creating depth and texture. Maintain the same facial expression, head position, and camera framing throughout the sequence.", "_line_no": 36}}
+{"sample_id": "val_00036", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_04-o/35_04-Scene-243_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00036.mp4", "instruction": "Transform the modern, casual setting into a richly detailed historical Chinese interior. Replace the white t-shirts and jeans with ornate traditional garments: the standing woman wears a dark, embroidered qipao with intricate collar and sleeve details, while the seated person wears a muted, textured traditional robe. Replace the simple black headband with elaborate, jeweled hairpins and styled updos adorned with floral ornaments. Replace the modern books and candles with traditional Chinese scrolls and incense burners. Update the minimalist background with dark wood paneling, lattice windows, and traditional Chinese decor. Enhance the lighting to be warm, dim, and atmospheric, with soft backlighting from paper lanterns and subtle lens flares. Add a shallow depth of field with bokeh effects from foreground elements. Preserve the original composition, character poses, and camera angle.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00036", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_04-o/35_04-Scene-243_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_04-o/35_04-Scene-243_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_04-o/35_04-Scene-243_part3.mp4", "instruction": "Transform the modern, casual setting into a richly detailed historical Chinese interior. Replace the white t-shirts and jeans with ornate traditional garments: the standing woman wears a dark, embroidered qipao with intricate collar and sleeve details, while the seated person wears a muted, textured traditional robe. Replace the simple black headband with elaborate, jeweled hairpins and styled updos adorned with floral ornaments. Replace the modern books and candles with traditional Chinese scrolls and incense burners. Update the minimalist background with dark wood paneling, lattice windows, and traditional Chinese decor. Enhance the lighting to be warm, dim, and atmospheric, with soft backlighting from paper lanterns and subtle lens flares. Add a shallow depth of field with bokeh effects from foreground elements. Preserve the original composition, character poses, and camera angle.", "_line_no": 37}}
+{"sample_id": "val_00037", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_04-o/34_04-Scene-332_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00037.mp4", "instruction": "Enhance the character's appearance by replacing the simple floral headpiece with an ornate golden headdress featuring intricate leaf and gemstone details. Upgrade the casual blue earrings to elegant green jade drop earrings. Replace the plain light-colored robe with a rich, layered period costume consisting of a deep maroon outer robe with gold embroidery over a dark green inner garment, including a detailed gold collar. Maintain the same facial expression, pose, and camera framing. Enhance the background lighting to create a warmer, more dramatic atmosphere, emphasizing the glowing lantern in the background while preserving the overall scene structure and historical setting. Apply cinematic color grading to deepen the tones and enrich the textures of the clothing and environment.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00037", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_04-o/34_04-Scene-332_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_04-o/34_04-Scene-332_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_04-o/34_04-Scene-332_part1.mp4", "instruction": "Enhance the character's appearance by replacing the simple floral headpiece with an ornate golden headdress featuring intricate leaf and gemstone details. Upgrade the casual blue earrings to elegant green jade drop earrings. Replace the plain light-colored robe with a rich, layered period costume consisting of a deep maroon outer robe with gold embroidery over a dark green inner garment, including a detailed gold collar. Maintain the same facial expression, pose, and camera framing. Enhance the background lighting to create a warmer, more dramatic atmosphere, emphasizing the glowing lantern in the background while preserving the overall scene structure and historical setting. Apply cinematic color grading to deepen the tones and enrich the textures of the clothing and environment.", "_line_no": 38}}
+{"sample_id": "val_00038", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_52-o/35_52-Scene-459_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00038.mp4", "instruction": "Transform the modern, minimalist interior into a richly detailed traditional Chinese setting. Replace the simple white table and wooden stool with ornate dark wood furniture featuring intricate carvings. Replace the modern lamp with a traditional Chinese lantern with a warm, glowing paper shade. Change the characters' clothing: the standing figure should wear a dark, long traditional robe with a red hat, and the seated figure should wear a light-colored, layered traditional robe with a high collar. Replace the plain green walls with deep red walls adorned with traditional Chinese patterns and hanging scrolls. Add ornate wooden lattice screens and decorative shelves filled with porcelain and incense burners. Enhance the lighting to be warm, dramatic, and directional, casting soft shadows and highlighting textures. Add atmospheric haze to deepen the mood. Keep the characters' positions, actions, and camera framing unchanged.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00038", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_52-o/35_52-Scene-459_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_52-o/35_52-Scene-459_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_52-o/35_52-Scene-459_part2.mp4", "instruction": "Transform the modern, minimalist interior into a richly detailed traditional Chinese setting. Replace the simple white table and wooden stool with ornate dark wood furniture featuring intricate carvings. Replace the modern lamp with a traditional Chinese lantern with a warm, glowing paper shade. Change the characters' clothing: the standing figure should wear a dark, long traditional robe with a red hat, and the seated figure should wear a light-colored, layered traditional robe with a high collar. Replace the plain green walls with deep red walls adorned with traditional Chinese patterns and hanging scrolls. Add ornate wooden lattice screens and decorative shelves filled with porcelain and incense burners. Enhance the lighting to be warm, dramatic, and directional, casting soft shadows and highlighting textures. Add atmospheric haze to deepen the mood. Keep the characters' positions, actions, and camera framing unchanged.", "_line_no": 39}}
+{"sample_id": "val_00039", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_66-o/35_66-Scene-431_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00039.mp4", "instruction": "Transform the modern, casual attire into ornate traditional clothing with intricate embroidery and rich fabrics. Replace the simple hairstyles with elaborate period headdresses adorned with decorative elements. Change the neutral, everyday background to a grand, historical palace interior with red walls, golden accents, and traditional architectural details. Replace the regular security personnel with red-capped guards in formal period uniforms. Adjust the lighting to a warm, dramatic tone with strong contrasts and soft shadows, enhancing the cinematic atmosphere. Preserve the original layout, identity, action, camera motion, timing, shot scale, and scene semantics. Anchor the changes to visible carriers: the main character’s clothing and hairstyle, the background architecture, and the guards’ attire.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00039", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_66-o/35_66-Scene-431_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_66-o/35_66-Scene-431_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_66-o/35_66-Scene-431_part1.mp4", "instruction": "Transform the modern, casual attire into ornate traditional clothing with intricate embroidery and rich fabrics. Replace the simple hairstyles with elaborate period headdresses adorned with decorative elements. Change the neutral, everyday background to a grand, historical palace interior with red walls, golden accents, and traditional architectural details. Replace the regular security personnel with red-capped guards in formal period uniforms. Adjust the lighting to a warm, dramatic tone with strong contrasts and soft shadows, enhancing the cinematic atmosphere. Preserve the original layout, identity, action, camera motion, timing, shot scale, and scene semantics. Anchor the changes to visible carriers: the main character’s clothing and hairstyle, the background architecture, and the guards’ attire.", "_line_no": 40}}
+{"sample_id": "val_00040", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_24-o/37_24-Scene-401_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00040.mp4", "instruction": "Transform the modern casual appearance into a historical or fantasy setting: replace the simple black hairband with an ornate, metallic hair accessory featuring intricate carvings and a dark, polished finish; style the hair into a high, sleek bun with glossy black hair and precise parting; change the modern white shirt into a traditional white garment with subtle embroidery and layered fabric; replace the mundane background with a grand, historical courtyard featuring red-painted wooden architecture, stone steps, and blurred figures in period attire; enhance the lighting to be warm, soft, and cinematic with a golden-hour glow; add a subtle atmospheric haze to deepen the scene's depth and mood; ensure all changes preserve the subject's identity, facial expression, and camera framing while elevating the visual richness and period authenticity.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00040", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_24-o/37_24-Scene-401_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_24-o/37_24-Scene-401_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/37_24-o/37_24-Scene-401_part1.mp4", "instruction": "Transform the modern casual appearance into a historical or fantasy setting: replace the simple black hairband with an ornate, metallic hair accessory featuring intricate carvings and a dark, polished finish; style the hair into a high, sleek bun with glossy black hair and precise parting; change the modern white shirt into a traditional white garment with subtle embroidery and layered fabric; replace the mundane background with a grand, historical courtyard featuring red-painted wooden architecture, stone steps, and blurred figures in period attire; enhance the lighting to be warm, soft, and cinematic with a golden-hour glow; add a subtle atmospheric haze to deepen the scene's depth and mood; ensure all changes preserve the subject's identity, facial expression, and camera framing while elevating the visual richness and period authenticity.", "_line_no": 41}}
+{"sample_id": "val_00041", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_02-o/31_02-Scene-430_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00041.mp4", "instruction": "Transform the scene from a modern, digitally lit environment to a fantasy-themed, ancient stone cavern. Replace the blue digital background with a textured, weathered rock wall covered in lush, cascading green vines. Replace the two casually dressed figures with stone statues: one holding a lyre, the other standing beside an arched opening revealing a forested landscape. Replace the person in the beige coat with a figure in a flowing, layered purple robe with blue accents, holding a staff, and wearing a wide-brimmed hat. Enhance the lighting to be warm and atmospheric, with soft highlights on the stone and vines, creating a mystical ambiance. Keep the stone platform and foreground elements unchanged, preserving the original layout and camera perspective.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00041", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_02-o/31_02-Scene-430_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_02-o/31_02-Scene-430_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_02-o/31_02-Scene-430_part1.mp4", "instruction": "Transform the scene from a modern, digitally lit environment to a fantasy-themed, ancient stone cavern. Replace the blue digital background with a textured, weathered rock wall covered in lush, cascading green vines. Replace the two casually dressed figures with stone statues: one holding a lyre, the other standing beside an arched opening revealing a forested landscape. Replace the person in the beige coat with a figure in a flowing, layered purple robe with blue accents, holding a staff, and wearing a wide-brimmed hat. Enhance the lighting to be warm and atmospheric, with soft highlights on the stone and vines, creating a mystical ambiance. Keep the stone platform and foreground elements unchanged, preserving the original layout and camera perspective.", "_line_no": 42}}
+{"sample_id": "val_00042", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_30-o/39_30-Scene-099_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00042.mp4", "instruction": "Transform the modern casual attire into traditional period clothing with a gray-blue layered robe and refined collar. Replace the simple blue hairpins with ornate, circular golden hair accessories embedded with intricate patterns. Change the contemporary magazine into an ancient-style scroll with visible Chinese characters and a blue binding. Replace the modern indoor background with a dimly lit, warm-toned traditional study filled with wooden shelves, scrolls, and ambient golden lighting. Enhance the lighting to create a dramatic, cinematic atmosphere with soft highlights on the face and hair, and deep shadows in the background. Maintain the same camera angle, facial expression, and pose while preserving the subject's identity and action of reading.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00042", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_30-o/39_30-Scene-099_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_30-o/39_30-Scene-099_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_30-o/39_30-Scene-099_part2.mp4", "instruction": "Transform the modern casual attire into traditional period clothing with a gray-blue layered robe and refined collar. Replace the simple blue hairpins with ornate, circular golden hair accessories embedded with intricate patterns. Change the contemporary magazine into an ancient-style scroll with visible Chinese characters and a blue binding. Replace the modern indoor background with a dimly lit, warm-toned traditional study filled with wooden shelves, scrolls, and ambient golden lighting. Enhance the lighting to create a dramatic, cinematic atmosphere with soft highlights on the face and hair, and deep shadows in the background. Maintain the same camera angle, facial expression, and pose while preserving the subject's identity and action of reading.", "_line_no": 43}}
+{"sample_id": "val_00043", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_67-o/35_67-Scene-164_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00043.mp4", "instruction": "Transform the woman's appearance into a period-style cinematic look: replace her simple modern hairstyle with an elaborate updo secured by a golden ornate hair accessory at the top of her head. Change her casual purple sweater into a richly patterned traditional dress with intricate circular motifs and decorative buttons. Replace her small, subtle earrings with large, dangling ornate earrings featuring gold and gemstone details. Enhance the lighting to be more dramatic and cinematic, with soft directional highlights and deeper shadows to emphasize texture and mood. Maintain the same camera angle, framing, and background setting, preserving the subject's pose, expression, and the overall scene composition.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00043", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_67-o/35_67-Scene-164_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_67-o/35_67-Scene-164_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_67-o/35_67-Scene-164_part1.mp4", "instruction": "Transform the woman's appearance into a period-style cinematic look: replace her simple modern hairstyle with an elaborate updo secured by a golden ornate hair accessory at the top of her head. Change her casual purple sweater into a richly patterned traditional dress with intricate circular motifs and decorative buttons. Replace her small, subtle earrings with large, dangling ornate earrings featuring gold and gemstone details. Enhance the lighting to be more dramatic and cinematic, with soft directional highlights and deeper shadows to emphasize texture and mood. Maintain the same camera angle, framing, and background setting, preserving the subject's pose, expression, and the overall scene composition.", "_line_no": 44}}
+{"sample_id": "val_00044", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_28-o/24_28-Scene-511_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00044.mp4", "instruction": "Transform the modern casual attire into traditional historical clothing: replace the gray beanie with an ornate black traditional hat featuring gold trim and a red jewel, and change the denim jacket into a red traditional robe with white pearl-like embellishments. Replace the modern hairstyle with long, sleek black hair styled with a traditional side part and hairpins. Change the contemporary background into a historical setting with bamboo or wooden architecture and soft, diffused lighting. Enhance the lighting to be more dramatic and cinematic with a cool, moody color grade, emphasizing shadows and highlights. Add subtle atmospheric haze to deepen the scene's depth and period authenticity. Preserve the original composition, facial expressions, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00044", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_28-o/24_28-Scene-511_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_28-o/24_28-Scene-511_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_28-o/24_28-Scene-511_part1.mp4", "instruction": "Transform the modern casual attire into traditional historical clothing: replace the gray beanie with an ornate black traditional hat featuring gold trim and a red jewel, and change the denim jacket into a red traditional robe with white pearl-like embellishments. Replace the modern hairstyle with long, sleek black hair styled with a traditional side part and hairpins. Change the contemporary background into a historical setting with bamboo or wooden architecture and soft, diffused lighting. Enhance the lighting to be more dramatic and cinematic with a cool, moody color grade, emphasizing shadows and highlights. Add subtle atmospheric haze to deepen the scene's depth and period authenticity. Preserve the original composition, facial expressions, and camera framing.", "_line_no": 45}}
+{"sample_id": "val_00045", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_31-o/34_31-Scene-093_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00045.mp4", "instruction": "Transform the modern blue garment into a rich, deep red traditional robe with intricate golden embroidery on the shoulders, maintaining the same pose and facial expression. Replace the simple, blurred background with a dimly lit, atmospheric interior featuring warm bokeh lights in the distance, suggesting a historical or fantasy setting. Adjust the hairstyle to a more formal, period-appropriate updo with a sleek, polished finish. Enhance the lighting to create a dramatic, cinematic mood with soft highlights on the face and deep shadows, while preserving the original camera angle, shot scale, and facial features. Add subtle atmospheric haze to deepen the scene's mood and richness.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00045", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_31-o/34_31-Scene-093_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_31-o/34_31-Scene-093_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_31-o/34_31-Scene-093_part1.mp4", "instruction": "Transform the modern blue garment into a rich, deep red traditional robe with intricate golden embroidery on the shoulders, maintaining the same pose and facial expression. Replace the simple, blurred background with a dimly lit, atmospheric interior featuring warm bokeh lights in the distance, suggesting a historical or fantasy setting. Adjust the hairstyle to a more formal, period-appropriate updo with a sleek, polished finish. Enhance the lighting to create a dramatic, cinematic mood with soft highlights on the face and deep shadows, while preserving the original camera angle, shot scale, and facial features. Add subtle atmospheric haze to deepen the scene's mood and richness.", "_line_no": 46}}
+{"sample_id": "val_00046", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_26-o/24_26-Scene-004_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00046.mp4", "instruction": "Replace the simple dark blue headpiece with an ornate golden crown featuring intricate filigree and a tall, tiered structure. Transform the plain dark blue robe with a white inner collar into a rich black ceremonial robe with elaborate gold embroidery depicting swirling cloud patterns along the shoulders and collar. Replace the neutral, modern indoor background with a grand, dimly lit palace interior featuring heavy wooden beams, draped curtains, and soft ambient lighting from off-screen lanterns. Enhance the lighting to be more dramatic and cinematic, with warm, directional highlights on the face and crown, and deeper shadows to emphasize texture and depth. Maintain the same head position, facial expression, and camera framing throughout the sequence.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00046", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_26-o/24_26-Scene-004_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_26-o/24_26-Scene-004_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_26-o/24_26-Scene-004_part2.mp4", "instruction": "Replace the simple dark blue headpiece with an ornate golden crown featuring intricate filigree and a tall, tiered structure. Transform the plain dark blue robe with a white inner collar into a rich black ceremonial robe with elaborate gold embroidery depicting swirling cloud patterns along the shoulders and collar. Replace the neutral, modern indoor background with a grand, dimly lit palace interior featuring heavy wooden beams, draped curtains, and soft ambient lighting from off-screen lanterns. Enhance the lighting to be more dramatic and cinematic, with warm, directional highlights on the face and crown, and deeper shadows to emphasize texture and depth. Maintain the same head position, facial expression, and camera framing throughout the sequence.", "_line_no": 47}}
+{"sample_id": "val_00047", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_01-o/24_01-Scene-516_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00047.mp4", "instruction": "Enhance the wooden structure by adding intricate, swirling floral carvings on the left side panel, replacing the plain rectangular design. Introduce sharp, angular details and stylized edges to the wooden beams and planks to give a more exaggerated, ornate appearance. Apply dramatic, directional lighting with strong highlights and deep shadows to create a cinematic atmosphere, emphasizing texture and depth. Add weathered, aged wood textures with visible grain, cracks, and discoloration to increase realism and historical authenticity. Include a heavy, rusted chain draped across the lower foreground, anchored to the structure, suggesting a fortified or battle-ready setting. In the background, introduce silhouettes of armed figures on a raised platform, holding spears, to imply a period or fantasy context. Maintain the original layout, camera motion, and shot scale while enhancing materials, lighting, and atmospheric details to elevate the scene to a high-cost cinematic style.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00047", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_01-o/24_01-Scene-516_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_01-o/24_01-Scene-516_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_01-o/24_01-Scene-516_part1.mp4", "instruction": "Enhance the wooden structure by adding intricate, swirling floral carvings on the left side panel, replacing the plain rectangular design. Introduce sharp, angular details and stylized edges to the wooden beams and planks to give a more exaggerated, ornate appearance. Apply dramatic, directional lighting with strong highlights and deep shadows to create a cinematic atmosphere, emphasizing texture and depth. Add weathered, aged wood textures with visible grain, cracks, and discoloration to increase realism and historical authenticity. Include a heavy, rusted chain draped across the lower foreground, anchored to the structure, suggesting a fortified or battle-ready setting. In the background, introduce silhouettes of armed figures on a raised platform, holding spears, to imply a period or fantasy context. Maintain the original layout, camera motion, and shot scale while enhancing materials, lighting, and atmospheric details to elevate the scene to a high-cost cinematic style.", "_line_no": 48}}
+{"sample_id": "val_00048", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_4-o/37_4-Scene-138_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00048.mp4", "instruction": "Transform the modern indoor setting into a vibrant, colorful, patterned backdrop resembling a traditional or fantasy marketplace, with wooden shelves and multicolored fabric panels. Replace the modern suit on the left character with an elaborate gold-embroidered robe and add a golden crown and ornate jewelry. Change the white shirt and trousers of the central character to a traditional white robe with intricate patterns and a black sash. Replace the pink dress of the central female character with a flowing pink garment with traditional design elements. Add a monkey-like creature wearing a tattered robe and a mask, seated on the steps. Enhance the lighting to be warm, dramatic, and stylized, with rich color grading and atmospheric depth. Keep the same character positions, camera angle, and scene layout.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00048", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_4-o/37_4-Scene-138_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_4-o/37_4-Scene-138_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/37_4-o/37_4-Scene-138_part1.mp4", "instruction": "Transform the modern indoor setting into a vibrant, colorful, patterned backdrop resembling a traditional or fantasy marketplace, with wooden shelves and multicolored fabric panels. Replace the modern suit on the left character with an elaborate gold-embroidered robe and add a golden crown and ornate jewelry. Change the white shirt and trousers of the central character to a traditional white robe with intricate patterns and a black sash. Replace the pink dress of the central female character with a flowing pink garment with traditional design elements. Add a monkey-like creature wearing a tattered robe and a mask, seated on the steps. Enhance the lighting to be warm, dramatic, and stylized, with rich color grading and atmospheric depth. Keep the same character positions, camera angle, and scene layout.", "_line_no": 49}}
+{"sample_id": "val_00049", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_42-o/39_42-Scene-153_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00049.mp4", "instruction": "Enhance the woman's ornate headpiece with intricate golden filigree, gemstone accents, and a more elaborate structure, while preserving her hairstyle and facial features. Upgrade her clothing to a richly detailed traditional robe with vibrant blue and gold embroidery, maintaining the same silhouette and collar style. Enhance the background by adding warm, ambient lighting with soft golden tones, and enrich the visible vase with a more ornate, glossy finish. Increase the overall color saturation and contrast to create a dramatic, cinematic atmosphere, while keeping the camera angle, framing, and character positions unchanged.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00049", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_42-o/39_42-Scene-153_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_42-o/39_42-Scene-153_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_42-o/39_42-Scene-153_part1.mp4", "instruction": "Enhance the woman's ornate headpiece with intricate golden filigree, gemstone accents, and a more elaborate structure, while preserving her hairstyle and facial features. Upgrade her clothing to a richly detailed traditional robe with vibrant blue and gold embroidery, maintaining the same silhouette and collar style. Enhance the background by adding warm, ambient lighting with soft golden tones, and enrich the visible vase with a more ornate, glossy finish. Increase the overall color saturation and contrast to create a dramatic, cinematic atmosphere, while keeping the camera angle, framing, and character positions unchanged.", "_line_no": 50}}
+{"sample_id": "val_00050", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_42-o/35_42-Scene-198_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00050.mp4", "instruction": "Enhance the scene to a cinematic historical drama style by replacing the simple hairstyles with elaborate, ornate headdresses featuring intricate floral and jewel embellishments. Transform the casual, modern clothing into richly embroidered traditional robes with detailed gold and black patterns, including high-collared garments with mandarin knots. Upgrade the subdued color palette to vibrant, period-accurate hues with deep blacks, golds, and rich blues. Replace the contemporary background with a grand, historically styled palace courtyard, adding architectural details like traditional Chinese eaves and stone pavilions. Add traditional jewelry such as dangling earrings, necklaces, and hairpins with gemstones. Intensify the lighting to create dramatic contrast with soft highlights and deep shadows, enhancing the regal atmosphere. Apply rich color grading with warm tones and enhanced saturation to emphasize the luxurious materials and textures. Maintain the original composition, character positions, and camera framing while elevating the overall production design to match a high-budget historical drama.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00050", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_42-o/35_42-Scene-198_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_42-o/35_42-Scene-198_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_42-o/35_42-Scene-198_part1.mp4", "instruction": "Enhance the scene to a cinematic historical drama style by replacing the simple hairstyles with elaborate, ornate headdresses featuring intricate floral and jewel embellishments. Transform the casual, modern clothing into richly embroidered traditional robes with detailed gold and black patterns, including high-collared garments with mandarin knots. Upgrade the subdued color palette to vibrant, period-accurate hues with deep blacks, golds, and rich blues. Replace the contemporary background with a grand, historically styled palace courtyard, adding architectural details like traditional Chinese eaves and stone pavilions. Add traditional jewelry such as dangling earrings, necklaces, and hairpins with gemstones. Intensify the lighting to create dramatic contrast with soft highlights and deep shadows, enhancing the regal atmosphere. Apply rich color grading with warm tones and enhanced saturation to emphasize the luxurious materials and textures. Maintain the original composition, character positions, and camera framing while elevating the overall production design to match a high-budget historical drama.", "_line_no": 51}}
+{"sample_id": "val_00051", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_20-o/35_20-Scene-547_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00051.mp4", "instruction": "Transform the scene from a stylized, low-contrast, foggy environment with abstract white foliage and teal structures into a cinematic, atmospheric night setting. Enhance the lighting to create a moody, dim ambiance with soft, directional light sources. Introduce dense, realistic bamboo foliage on both sides of the path, replacing the abstract white trees. Add a traditional Chinese-style gate with ornate roof tiles and wooden details at the end of the path. Place two stone lanterns with glowing light on either side of the entrance. Replace the silhouetted figures with characters wearing flowing traditional robes, preserving their positions and movements. Add a subtle mist or fog effect to enhance depth and atmosphere, while maintaining the original camera motion and scene layout. Ensure the overall color palette is desaturated with cool, monochromatic tones to evoke a historical or fantasy mood.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00051", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_20-o/35_20-Scene-547_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_20-o/35_20-Scene-547_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_20-o/35_20-Scene-547_part1.mp4", "instruction": "Transform the scene from a stylized, low-contrast, foggy environment with abstract white foliage and teal structures into a cinematic, atmospheric night setting. Enhance the lighting to create a moody, dim ambiance with soft, directional light sources. Introduce dense, realistic bamboo foliage on both sides of the path, replacing the abstract white trees. Add a traditional Chinese-style gate with ornate roof tiles and wooden details at the end of the path. Place two stone lanterns with glowing light on either side of the entrance. Replace the silhouetted figures with characters wearing flowing traditional robes, preserving their positions and movements. Add a subtle mist or fog effect to enhance depth and atmosphere, while maintaining the original camera motion and scene layout. Ensure the overall color palette is desaturated with cool, monochromatic tones to evoke a historical or fantasy mood.", "_line_no": 52}}
+{"sample_id": "val_00052", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_01-o/34_01-Scene-341_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00052.mp4", "instruction": "Replace the simple white headband with an ornate golden crown featuring intricate filigree and a black velvet base, matching the topknot hairstyle. Transform the modern dark jacket with striped collar into a luxurious, flowing period robe with a light beige base and detailed golden swirling patterns, maintaining the same collar structure. Replace the plain neutral background with an opulent interior featuring dark wooden lattice panels, warm ambient lighting, and richly textured drapery. Enhance the lighting to be more dramatic and cinematic, with soft directional highlights on the face and clothing, and deeper shadows to emphasize depth and texture. Preserve the character's posture, facial expression, hand gesture, and camera angle throughout the sequence.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00052", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_01-o/34_01-Scene-341_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_01-o/34_01-Scene-341_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_01-o/34_01-Scene-341_part1.mp4", "instruction": "Replace the simple white headband with an ornate golden crown featuring intricate filigree and a black velvet base, matching the topknot hairstyle. Transform the modern dark jacket with striped collar into a luxurious, flowing period robe with a light beige base and detailed golden swirling patterns, maintaining the same collar structure. Replace the plain neutral background with an opulent interior featuring dark wooden lattice panels, warm ambient lighting, and richly textured drapery. Enhance the lighting to be more dramatic and cinematic, with soft directional highlights on the face and clothing, and deeper shadows to emphasize depth and texture. Preserve the character's posture, facial expression, hand gesture, and camera angle throughout the sequence.", "_line_no": 53}}
+{"sample_id": "val_00053", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_32-o/37_32-Scene-166_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00053.mp4", "instruction": "Replace the blue, structured headwear with a textured, olive-green knitted hat featuring a red patterned band and ear flaps. Change the dark, simple garment to a layered traditional outfit with a white inner shirt and a dark green outer vest. Modify the background to a softly blurred natural setting with warm, diffused lighting, including a wooden lantern with decorative carvings. Enhance the overall lighting to be warmer and more atmospheric, with a cinematic color grade that emphasizes earthy tones and depth. Maintain the subject's facial expression, head position, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00053", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_32-o/37_32-Scene-166_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_32-o/37_32-Scene-166_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/37_32-o/37_32-Scene-166_part1.mp4", "instruction": "Replace the blue, structured headwear with a textured, olive-green knitted hat featuring a red patterned band and ear flaps. Change the dark, simple garment to a layered traditional outfit with a white inner shirt and a dark green outer vest. Modify the background to a softly blurred natural setting with warm, diffused lighting, including a wooden lantern with decorative carvings. Enhance the overall lighting to be warmer and more atmospheric, with a cinematic color grade that emphasizes earthy tones and depth. Maintain the subject's facial expression, head position, and camera framing.", "_line_no": 54}}
+{"sample_id": "val_00054", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_41-o/35_41-Scene-016_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00054.mp4", "instruction": "Transform the modern office setting into an ornate traditional Chinese palace interior. Replace the minimalist walls and furniture with richly decorated wooden panels, lattice windows, and traditional architectural details. Change the contemporary clothing of the characters to elaborate historical Chinese attire, including robes and ceremonial hats. Replace the modern desk and office supplies with an antique wooden table adorned with traditional inkstones, scrolls, and ornate boxes. Update the flooring to a patterned, embroidered carpet with classical motifs. Replace the neutral indoor lighting with warm, ambient lighting from traditional lanterns and hanging lamps. Add decorative elements such as calligraphy scrolls, incense burners, and ceremonial objects on the table. Maintain the same character positions, actions, and camera framing while enhancing the atmosphere with rich textures, deep colors, and period-appropriate materials.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00054", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_41-o/35_41-Scene-016_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_41-o/35_41-Scene-016_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_41-o/35_41-Scene-016_part1.mp4", "instruction": "Transform the modern office setting into an ornate traditional Chinese palace interior. Replace the minimalist walls and furniture with richly decorated wooden panels, lattice windows, and traditional architectural details. Change the contemporary clothing of the characters to elaborate historical Chinese attire, including robes and ceremonial hats. Replace the modern desk and office supplies with an antique wooden table adorned with traditional inkstones, scrolls, and ornate boxes. Update the flooring to a patterned, embroidered carpet with classical motifs. Replace the neutral indoor lighting with warm, ambient lighting from traditional lanterns and hanging lamps. Add decorative elements such as calligraphy scrolls, incense burners, and ceremonial objects on the table. Maintain the same character positions, actions, and camera framing while enhancing the atmosphere with rich textures, deep colors, and period-appropriate materials.", "_line_no": 55}}
+{"sample_id": "val_00055", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_10-o/32_10-Scene-004_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00055.mp4", "instruction": "Transform the scene from a natural park setting to a grand, ethereal fantasy environment with traditional East Asian architectural elements, including golden-roofed pavilions and ornate structures visible in the background. Replace the simple white t-shirt with an elaborate, period-style costume featuring a cream-colored, intricately embroidered top with lace detailing and flowing sleeves. Add a detailed golden headpiece with floral and gemstone accents, and incorporate braided hair with golden thread accents. Enhance the lighting to a soft, diffused, cinematic glow with a hazy, dreamlike atmosphere. Maintain the dancer’s pose, motion, and camera framing while upgrading the visual richness of the clothing, accessories, and environment to match a high-production fantasy or historical drama aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00055", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_10-o/32_10-Scene-004_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_10-o/32_10-Scene-004_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_10-o/32_10-Scene-004_part1.mp4", "instruction": "Transform the scene from a natural park setting to a grand, ethereal fantasy environment with traditional East Asian architectural elements, including golden-roofed pavilions and ornate structures visible in the background. Replace the simple white t-shirt with an elaborate, period-style costume featuring a cream-colored, intricately embroidered top with lace detailing and flowing sleeves. Add a detailed golden headpiece with floral and gemstone accents, and incorporate braided hair with golden thread accents. Enhance the lighting to a soft, diffused, cinematic glow with a hazy, dreamlike atmosphere. Maintain the dancer’s pose, motion, and camera framing while upgrading the visual richness of the clothing, accessories, and environment to match a high-production fantasy or historical drama aesthetic.", "_line_no": 56}}
+{"sample_id": "val_00056", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/26_3-o/26_3-Scene-1065_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00056.mp4", "instruction": "Enhance the scene with a cinematic, moody atmosphere by intensifying the warm, yellowish lighting from the overhead fixtures to create a dramatic, high-contrast ambiance. Replace the flat, neutral ceiling with a detailed, dark industrial truss structure to add depth and visual complexity. Increase the richness of the environment by adding visible rust, grime, and aged textures to the background elements, including the pipes and beams. Enhance the clothing with subtle wear and tear, such as dirt smudges on the shirt and jacket, to match the gritty setting. Adjust the color grading to deepen shadows and amplify the golden hue, creating a stylized, period-appropriate look while preserving the subject's pose, camera angle, and overall composition.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00056", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/26_3-o/26_3-Scene-1065_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/26_3-o/26_3-Scene-1065_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/26_3-o/26_3-Scene-1065_part1.mp4", "instruction": "Enhance the scene with a cinematic, moody atmosphere by intensifying the warm, yellowish lighting from the overhead fixtures to create a dramatic, high-contrast ambiance. Replace the flat, neutral ceiling with a detailed, dark industrial truss structure to add depth and visual complexity. Increase the richness of the environment by adding visible rust, grime, and aged textures to the background elements, including the pipes and beams. Enhance the clothing with subtle wear and tear, such as dirt smudges on the shirt and jacket, to match the gritty setting. Adjust the color grading to deepen shadows and amplify the golden hue, creating a stylized, period-appropriate look while preserving the subject's pose, camera angle, and overall composition.", "_line_no": 57}}
+{"sample_id": "val_00057", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_42-o/34_42-Scene-451_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00057.mp4", "instruction": "Enhance the scene with a cinematic, period-drama aesthetic. Replace the modern, brightly lit background with a dimly lit, traditional East Asian interior featuring wooden lattice windows and stone walls, evoking a historical or fantasy setting. Upgrade the clothing to elaborate period attire: the foreground character wears a layered, textured robe with dark, rich fabric and subtle embroidery, while the background character dons a light blue, flowing robe with traditional patterns. Add a decorative hairpiece with a blue tassel to the foreground character and a black, ornate hairpin to the background character. Adjust lighting to be moody and atmospheric, with soft, directional light casting deep shadows and highlighting facial contours. Apply a cool, desaturated color grade with teal and dark blue tones to enhance the dramatic mood. Enhance skin texture to appear natural yet refined, with subtle highlights and shadows. Simplify the hair styling to a sleek, traditional updo with visible hairpins. Add subtle atmospheric elements like faint mist or dust particles in the air to deepen the scene’s immersion. Preserve the original camera angle, character positions, and facial expressions.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00057", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_42-o/34_42-Scene-451_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_42-o/34_42-Scene-451_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_42-o/34_42-Scene-451_part2.mp4", "instruction": "Enhance the scene with a cinematic, period-drama aesthetic. Replace the modern, brightly lit background with a dimly lit, traditional East Asian interior featuring wooden lattice windows and stone walls, evoking a historical or fantasy setting. Upgrade the clothing to elaborate period attire: the foreground character wears a layered, textured robe with dark, rich fabric and subtle embroidery, while the background character dons a light blue, flowing robe with traditional patterns. Add a decorative hairpiece with a blue tassel to the foreground character and a black, ornate hairpin to the background character. Adjust lighting to be moody and atmospheric, with soft, directional light casting deep shadows and highlighting facial contours. Apply a cool, desaturated color grade with teal and dark blue tones to enhance the dramatic mood. Enhance skin texture to appear natural yet refined, with subtle highlights and shadows. Simplify the hair styling to a sleek, traditional updo with visible hairpins. Add subtle atmospheric elements like faint mist or dust particles in the air to deepen the scene’s immersion. Preserve the original camera angle, character positions, and facial expressions.", "_line_no": 58}}
+{"sample_id": "val_00058", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_47-o/32_47-Scene-504_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00058.mp4", "instruction": "Transform the woman's simple hair accessory into an ornate red and gold headdress with dangling red beads and intricate metalwork, replacing the casual headband. Replace the small pink earring with a long, elaborate gold earring featuring a red heart-shaped pendant. Change her natural lip color to bold red lipstick. Replace her modern casual top with a rich red traditional dress with gold trim and detailed embroidery. Replace the neutral, abstract background with a luxurious red and gold draped fabric backdrop, enhancing the scene with warm, cinematic lighting and a festive, period atmosphere. Maintain the same camera angle, shot scale, and facial expression throughout the sequence.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00058", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_47-o/32_47-Scene-504_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_47-o/32_47-Scene-504_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_47-o/32_47-Scene-504_part1.mp4", "instruction": "Transform the woman's simple hair accessory into an ornate red and gold headdress with dangling red beads and intricate metalwork, replacing the casual headband. Replace the small pink earring with a long, elaborate gold earring featuring a red heart-shaped pendant. Change her natural lip color to bold red lipstick. Replace her modern casual top with a rich red traditional dress with gold trim and detailed embroidery. Replace the neutral, abstract background with a luxurious red and gold draped fabric backdrop, enhancing the scene with warm, cinematic lighting and a festive, period atmosphere. Maintain the same camera angle, shot scale, and facial expression throughout the sequence.", "_line_no": 59}}
+{"sample_id": "val_00059", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_26-o/32_26-Scene-185_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00059.mp4", "instruction": "Transform the scene into a grand, ornate royal chamber by replacing the simple office chair with an elaborate golden throne featuring intricate carvings and a high backrest. Replace the plain neutral drapes with heavy, patterned silk curtains in deep red and gold, adorned with tassels and hanging from a decorative valance. Restore the intricate ceiling design with detailed woodwork, gilded accents, and hanging lanterns. Replace the modern desk lamp with traditional candle holders mounted on ornate golden stands, and add a large, ornate hanging lantern with green glass panels above the throne. Replace the character's casual attire with rich, period-appropriate royal robes in deep red and purple with gold trim and a tall, formal hat. Add gold and ornate decorations throughout the room, including gilded furniture, decorative panels, and ceremonial objects. Replace the plain wall with a richly painted mural or tapestry depicting imperial motifs. Maintain the original layout, character positions, actions, camera motion, and shot scale while enhancing lighting, color grading, and atmosphere to convey opulence and historical grandeur.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00059", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_26-o/32_26-Scene-185_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_26-o/32_26-Scene-185_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_26-o/32_26-Scene-185_part2.mp4", "instruction": "Transform the scene into a grand, ornate royal chamber by replacing the simple office chair with an elaborate golden throne featuring intricate carvings and a high backrest. Replace the plain neutral drapes with heavy, patterned silk curtains in deep red and gold, adorned with tassels and hanging from a decorative valance. Restore the intricate ceiling design with detailed woodwork, gilded accents, and hanging lanterns. Replace the modern desk lamp with traditional candle holders mounted on ornate golden stands, and add a large, ornate hanging lantern with green glass panels above the throne. Replace the character's casual attire with rich, period-appropriate royal robes in deep red and purple with gold trim and a tall, formal hat. Add gold and ornate decorations throughout the room, including gilded furniture, decorative panels, and ceremonial objects. Replace the plain wall with a richly painted mural or tapestry depicting imperial motifs. Maintain the original layout, character positions, actions, camera motion, and shot scale while enhancing lighting, color grading, and atmosphere to convey opulence and historical grandeur.", "_line_no": 60}}
+{"sample_id": "val_00060", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_13-o/24_13-Scene-396_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00060.mp4", "instruction": "Transform the scene from a modern, natural outdoor setting to a cinematic, period-style environment. Replace the simple green park background with a blurred, ornate palace courtyard featuring traditional architecture and soft, diffused lighting. Enhance the hair accessories by replacing the plain white headband with an intricate, jeweled hairpiece adorned with floral motifs and dangling pearls. Update the clothing from a modern white blouse to a traditional, muted green Hanfu-style garment with subtle texture and refined stitching. Intensify the makeup by deepening the red lipstick, adding shimmering eyeshadow with warm tones, and applying a soft blush to the cheeks. Maintain the subject's pose, facial expression, and camera framing while elevating the overall atmosphere with richer color grading, enhanced material details, and a more dramatic, stylized lighting scheme.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00060", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_13-o/24_13-Scene-396_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_13-o/24_13-Scene-396_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_13-o/24_13-Scene-396_part1.mp4", "instruction": "Transform the scene from a modern, natural outdoor setting to a cinematic, period-style environment. Replace the simple green park background with a blurred, ornate palace courtyard featuring traditional architecture and soft, diffused lighting. Enhance the hair accessories by replacing the plain white headband with an intricate, jeweled hairpiece adorned with floral motifs and dangling pearls. Update the clothing from a modern white blouse to a traditional, muted green Hanfu-style garment with subtle texture and refined stitching. Intensify the makeup by deepening the red lipstick, adding shimmering eyeshadow with warm tones, and applying a soft blush to the cheeks. Maintain the subject's pose, facial expression, and camera framing while elevating the overall atmosphere with richer color grading, enhanced material details, and a more dramatic, stylized lighting scheme.", "_line_no": 61}}
+{"sample_id": "val_00061", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_40-o/32_40-Scene-123_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00061.mp4", "instruction": "Transform the modern indoor setting into an ornate historical palace with richly decorated architecture, including golden railings, patterned drapes, and traditional wooden pillars. Replace casual clothing with elaborate period costumes: women in flowing silk robes in pastel hues with intricate embroidery, men in dark, layered garments with armor details. Replace modern furniture with traditional ceremonial items: a large ornate throne, wooden tables with carved legs, and ceremonial vases. Add intricate headpieces, jewelry, and accessories to characters, including hairpins and sashes. Enhance lighting to be warm, dramatic, and stylized with soft highlights and deep shadows, emphasizing the grandeur of the scene. Adjust character postures and expressions to be formal and ritualistic, with composed, dignified stances and deliberate gestures. Maintain the original layout, camera motion, shot scale, and scene composition while upgrading materials, textures, and atmosphere to reflect a cinematic, high-production historical drama.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00061", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_40-o/32_40-Scene-123_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_40-o/32_40-Scene-123_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_40-o/32_40-Scene-123_part1.mp4", "instruction": "Transform the modern indoor setting into an ornate historical palace with richly decorated architecture, including golden railings, patterned drapes, and traditional wooden pillars. Replace casual clothing with elaborate period costumes: women in flowing silk robes in pastel hues with intricate embroidery, men in dark, layered garments with armor details. Replace modern furniture with traditional ceremonial items: a large ornate throne, wooden tables with carved legs, and ceremonial vases. Add intricate headpieces, jewelry, and accessories to characters, including hairpins and sashes. Enhance lighting to be warm, dramatic, and stylized with soft highlights and deep shadows, emphasizing the grandeur of the scene. Adjust character postures and expressions to be formal and ritualistic, with composed, dignified stances and deliberate gestures. Maintain the original layout, camera motion, shot scale, and scene composition while upgrading materials, textures, and atmosphere to reflect a cinematic, high-production historical drama.", "_line_no": 62}}
+{"sample_id": "val_00062", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_16-o/39_16-Scene-014_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00062.mp4", "instruction": "Transform the modern bedroom setting into an ornate, traditional palace interior. Replace the plain white walls with richly decorated golden and red patterned walls featuring intricate floral and scrollwork designs. Change the simple houseplants into elaborate floral arrangements and replace the plain curtains with heavy, luxurious drapes. Update the woman's casual blue shirt into a vibrant yellow and blue traditional robe with detailed embroidery and a decorative sash. Style her hair with an ornate hairpiece. Change the man's casual attire into a luxurious golden and white traditional garment with intricate patterns. Replace the simple bed with an opulent, high-backed bed adorned with golden trim and red brocade. Enhance the lighting to be warm, dramatic, and theatrical, with soft glows and rich color grading to emphasize the regal atmosphere. Maintain the original camera angle, character positions, and scene composition.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00062", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_16-o/39_16-Scene-014_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_16-o/39_16-Scene-014_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_16-o/39_16-Scene-014_part2.mp4", "instruction": "Transform the modern bedroom setting into an ornate, traditional palace interior. Replace the plain white walls with richly decorated golden and red patterned walls featuring intricate floral and scrollwork designs. Change the simple houseplants into elaborate floral arrangements and replace the plain curtains with heavy, luxurious drapes. Update the woman's casual blue shirt into a vibrant yellow and blue traditional robe with detailed embroidery and a decorative sash. Style her hair with an ornate hairpiece. Change the man's casual attire into a luxurious golden and white traditional garment with intricate patterns. Replace the simple bed with an opulent, high-backed bed adorned with golden trim and red brocade. Enhance the lighting to be warm, dramatic, and theatrical, with soft glows and rich color grading to emphasize the regal atmosphere. Maintain the original camera angle, character positions, and scene composition.", "_line_no": 63}}
+{"sample_id": "val_00063", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_25-o/38_25-Scene-411_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00063.mp4", "instruction": "Transform the scene into a cinematic period drama setting: replace the modern blue top with a detailed traditional East Asian robe featuring layered sleeves and intricate patterns, and style the character's hair into a high topknot with loose strands framing the face. Enhance the background by sharpening the out-of-focus green foliage and sky to reveal natural depth, while keeping the background softly blurred for a shallow depth of field effect. Add realistic weathering and texture to the concrete wall, making it appear aged and rough. Introduce a warm, natural daylight lighting scheme with soft highlights and subtle shadows to create a balanced, cinematic exposure. Adjust the color balance to warm tones, enhancing skin tones and the environment with golden-hour hues. Ensure the character's posture and position remain unchanged, preserving the original shot scale and camera angle.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00063", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_25-o/38_25-Scene-411_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_25-o/38_25-Scene-411_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_25-o/38_25-Scene-411_part1.mp4", "instruction": "Transform the scene into a cinematic period drama setting: replace the modern blue top with a detailed traditional East Asian robe featuring layered sleeves and intricate patterns, and style the character's hair into a high topknot with loose strands framing the face. Enhance the background by sharpening the out-of-focus green foliage and sky to reveal natural depth, while keeping the background softly blurred for a shallow depth of field effect. Add realistic weathering and texture to the concrete wall, making it appear aged and rough. Introduce a warm, natural daylight lighting scheme with soft highlights and subtle shadows to create a balanced, cinematic exposure. Adjust the color balance to warm tones, enhancing skin tones and the environment with golden-hour hues. Ensure the character's posture and position remain unchanged, preserving the original shot scale and camera angle.", "_line_no": 64}}
+{"sample_id": "val_00064", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_43-o/33_43-Scene-487_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00064.mp4", "instruction": "Transform the modern casual clothing into traditional Chinese attire with flowing robes and intricate embroidery; replace the modern hairstyles with elaborate ancient Chinese hairdos, including topknots and ornate hairpins; change the realistic outdoor urban background to a soft, blurred green natural setting suggestive of a classical garden or forest; enhance the lighting to be more stylized and ethereal with a cool, dreamy color grade; add subtle atmospheric haze and soft focus to create a cinematic, period-drama aesthetic; preserve the original composition, facial expressions, body language, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00064", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_43-o/33_43-Scene-487_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_43-o/33_43-Scene-487_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/33_43-o/33_43-Scene-487_part2.mp4", "instruction": "Transform the modern casual clothing into traditional Chinese attire with flowing robes and intricate embroidery; replace the modern hairstyles with elaborate ancient Chinese hairdos, including topknots and ornate hairpins; change the realistic outdoor urban background to a soft, blurred green natural setting suggestive of a classical garden or forest; enhance the lighting to be more stylized and ethereal with a cool, dreamy color grade; add subtle atmospheric haze and soft focus to create a cinematic, period-drama aesthetic; preserve the original composition, facial expressions, body language, and camera framing.", "_line_no": 65}}
+{"sample_id": "val_00065", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_45-o/33_45-Scene-513_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00065.mp4", "instruction": "Transform the subject's modern, short hairstyle into long, flowing black hair with a streak of silver, styled in a traditional, period-appropriate manner. Replace the casual light blue collared shirt with an ornate, layered traditional robe featuring intricate patterns and rich textures. Enhance the background from a plain, blurred indoor setting to a detailed, atmospheric outdoor scene with stone architecture and soft, diffused lighting. Add dramatic, cinematic lighting with strong contrast and cool color grading to emphasize mood and depth. Introduce subtle visual effects such as faint energy lines or ethereal glows around the subject to enhance the fantasy aesthetic, while preserving the original camera angle, shot scale, and facial expression.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00065", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_45-o/33_45-Scene-513_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_45-o/33_45-Scene-513_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/33_45-o/33_45-Scene-513_part1.mp4", "instruction": "Transform the subject's modern, short hairstyle into long, flowing black hair with a streak of silver, styled in a traditional, period-appropriate manner. Replace the casual light blue collared shirt with an ornate, layered traditional robe featuring intricate patterns and rich textures. Enhance the background from a plain, blurred indoor setting to a detailed, atmospheric outdoor scene with stone architecture and soft, diffused lighting. Add dramatic, cinematic lighting with strong contrast and cool color grading to emphasize mood and depth. Introduce subtle visual effects such as faint energy lines or ethereal glows around the subject to enhance the fantasy aesthetic, while preserving the original camera angle, shot scale, and facial expression.", "_line_no": 66}}
+{"sample_id": "val_00066", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_36-o/31_36-Scene-263_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00066.mp4", "instruction": "Transform the modern urban scene into a traditional Chinese fantasy village setting. Replace the glass skyscrapers and contemporary buildings with wooden, tiled-roof structures featuring red-painted beams and traditional architectural details. Substitute the modern cars and streetlights with wooden walkways, stone pathways, and period-appropriate lanterns. Change the characters' modern casual clothing into elaborate traditional Chinese attire with layered robes, sashes, and period-specific accessories. Replace the plain signage with ornate wooden signs with Chinese calligraphy. Enhance the lighting to a soft, diffused daylight with a slightly hazy, atmospheric quality, and add lush green hills in the background to create a scenic, immersive environment. Maintain the original camera framing, character positions, and motion while preserving the scene's narrative and spatial layout.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00066", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_36-o/31_36-Scene-263_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_36-o/31_36-Scene-263_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_36-o/31_36-Scene-263_part1.mp4", "instruction": "Transform the modern urban scene into a traditional Chinese fantasy village setting. Replace the glass skyscrapers and contemporary buildings with wooden, tiled-roof structures featuring red-painted beams and traditional architectural details. Substitute the modern cars and streetlights with wooden walkways, stone pathways, and period-appropriate lanterns. Change the characters' modern casual clothing into elaborate traditional Chinese attire with layered robes, sashes, and period-specific accessories. Replace the plain signage with ornate wooden signs with Chinese calligraphy. Enhance the lighting to a soft, diffused daylight with a slightly hazy, atmospheric quality, and add lush green hills in the background to create a scenic, immersive environment. Maintain the original camera framing, character positions, and motion while preserving the scene's narrative and spatial layout.", "_line_no": 67}}
+{"sample_id": "val_00067", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_24-o/31_24-Scene-057_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00067.mp4", "instruction": "Transform the scene into a cinematic, period-style setting by replacing the modern, plain white structures with intricately carved stone tombstones and a traditional Chinese-style stone lantern. Replace the person's modern casual attire with a detailed, period-appropriate green robe with traditional Chinese design elements, and style their hair with ornate black hairpins. Add authentic-looking Chinese calligraphy inscriptions on the tombstones. Enhance the lighting to a soft, natural daylight with a slightly hazy, atmospheric quality, and enrich the color grading with muted, earthy tones to evoke a historical or fantasy ambiance. Preserve the person's pose, camera angle, and overall composition while upgrading the materials, textures, and visual details to match a high-production cinematic aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00067", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_24-o/31_24-Scene-057_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_24-o/31_24-Scene-057_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_24-o/31_24-Scene-057_part3.mp4", "instruction": "Transform the scene into a cinematic, period-style setting by replacing the modern, plain white structures with intricately carved stone tombstones and a traditional Chinese-style stone lantern. Replace the person's modern casual attire with a detailed, period-appropriate green robe with traditional Chinese design elements, and style their hair with ornate black hairpins. Add authentic-looking Chinese calligraphy inscriptions on the tombstones. Enhance the lighting to a soft, natural daylight with a slightly hazy, atmospheric quality, and enrich the color grading with muted, earthy tones to evoke a historical or fantasy ambiance. Preserve the person's pose, camera angle, and overall composition while upgrading the materials, textures, and visual details to match a high-production cinematic aesthetic.", "_line_no": 68}}
+{"sample_id": "val_00068", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_3-o/22_3-Scene-1222_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00068.mp4", "instruction": "Transform the realistic person sitting on the cylindrical device into a translucent, glowing holographic figure with a blue-white aura, emerging from the device's illuminated surface. Replace the modern, casual clothing with a futuristic, form-fitting outfit that glows faintly. Convert the simple indoor room into a high-tech, dimly lit control chamber with metallic surfaces, illuminated panels, and ambient blue lighting. Replace the natural sunlight with artificial, atmospheric lighting from overhead consoles and the device itself. Upgrade the background interface from a plain window to a complex, glowing control panel with active displays and indicator lights. Maintain the same camera angle, character positions, and motion trajectory, preserving the scene's layout and action while enhancing the environment with sci-fi materials, lighting, and visual effects.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00068", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_3-o/22_3-Scene-1222_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_3-o/22_3-Scene-1222_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/22_3-o/22_3-Scene-1222_part1.mp4", "instruction": "Transform the realistic person sitting on the cylindrical device into a translucent, glowing holographic figure with a blue-white aura, emerging from the device's illuminated surface. Replace the modern, casual clothing with a futuristic, form-fitting outfit that glows faintly. Convert the simple indoor room into a high-tech, dimly lit control chamber with metallic surfaces, illuminated panels, and ambient blue lighting. Replace the natural sunlight with artificial, atmospheric lighting from overhead consoles and the device itself. Upgrade the background interface from a plain window to a complex, glowing control panel with active displays and indicator lights. Maintain the same camera angle, character positions, and motion trajectory, preserving the scene's layout and action while enhancing the environment with sci-fi materials, lighting, and visual effects.", "_line_no": 69}}
+{"sample_id": "val_00069", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_36-o/32_36-Scene-107_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00069.mp4", "instruction": "Enhance the fabric texture to appear more worn and coarse, and add a dark, glistening bloodstain with a small hole at the center of the chest area, with blood pooling and spreading slightly on the surface. Introduce a dark, gritty, and textured ground surface beneath the figure, resembling cracked stone or asphalt. Maintain the same camera angle and framing. For the person, transform the appearance to a more detailed and expressive face with dark, styled hair, and add a traditional-style pink garment with floral patterns and ornate trim. Replace the background with a soft, patterned pillow and bedding, suggesting an indoor, period setting. Adjust lighting to be dramatic and moody, with deep shadows and highlights emphasizing the blood and fabric texture, while keeping the overall composition and pose unchanged.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00069", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_36-o/32_36-Scene-107_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_36-o/32_36-Scene-107_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_36-o/32_36-Scene-107_part1.mp4", "instruction": "Enhance the fabric texture to appear more worn and coarse, and add a dark, glistening bloodstain with a small hole at the center of the chest area, with blood pooling and spreading slightly on the surface. Introduce a dark, gritty, and textured ground surface beneath the figure, resembling cracked stone or asphalt. Maintain the same camera angle and framing. For the person, transform the appearance to a more detailed and expressive face with dark, styled hair, and add a traditional-style pink garment with floral patterns and ornate trim. Replace the background with a soft, patterned pillow and bedding, suggesting an indoor, period setting. Adjust lighting to be dramatic and moody, with deep shadows and highlights emphasizing the blood and fabric texture, while keeping the overall composition and pose unchanged.", "_line_no": 70}}
+{"sample_id": "val_00070", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_01-o/33_01-Scene-948_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00070.mp4", "instruction": "Enhance the scene by replacing the plain, light-colored ornate background with a dark, intricately carved, high-contrast lattice structure that suggests ancient or fantasy architecture. Upgrade the women's hairstyles by adding elaborate, metallic hair ornaments with floral and gemstone details, particularly on the taller woman's updo and the younger girl's bun. Transform their simple, modern-style clothing into richly detailed traditional garments: the taller woman's light blue robe now features intricate silver embroidery of floral and cloud motifs, while the younger girl's pink top is complemented with matching ornate accessories. Adjust the lighting to be more dramatic and cinematic, with soft, directional highlights and deep shadows that emphasize texture and depth, creating a moody, atmospheric tone. Maintain the original composition, identities, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00070", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_01-o/33_01-Scene-948_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_01-o/33_01-Scene-948_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/33_01-o/33_01-Scene-948_part1.mp4", "instruction": "Enhance the scene by replacing the plain, light-colored ornate background with a dark, intricately carved, high-contrast lattice structure that suggests ancient or fantasy architecture. Upgrade the women's hairstyles by adding elaborate, metallic hair ornaments with floral and gemstone details, particularly on the taller woman's updo and the younger girl's bun. Transform their simple, modern-style clothing into richly detailed traditional garments: the taller woman's light blue robe now features intricate silver embroidery of floral and cloud motifs, while the younger girl's pink top is complemented with matching ornate accessories. Adjust the lighting to be more dramatic and cinematic, with soft, directional highlights and deep shadows that emphasize texture and depth, creating a moody, atmospheric tone. Maintain the original composition, identities, and camera framing.", "_line_no": 71}}
+{"sample_id": "val_00071", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_29-o/38_29-Scene-248_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00071.mp4", "instruction": "Transform the modern casual attire into traditional, ornate historical clothing: replace the white t-shirt with a layered, textured robe in deep blue and cream, and style the hair into a long, flowing black hairstyle with a decorative hairpin. Replace the contemporary park background with a dimly lit, atmospheric historical interior featuring aged wooden beams and soft ambient lighting. Remove the modern headphones and replace them with a traditional hair accessory. Enhance the lighting to be dramatic and moody, with soft shadows and a cool color grade to emphasize the cinematic, period setting. Maintain the same pose, camera angle, and hand position on the doorframe, preserving the scene's composition and action.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00071", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_29-o/38_29-Scene-248_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_29-o/38_29-Scene-248_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_29-o/38_29-Scene-248_part1.mp4", "instruction": "Transform the modern casual attire into traditional, ornate historical clothing: replace the white t-shirt with a layered, textured robe in deep blue and cream, and style the hair into a long, flowing black hairstyle with a decorative hairpin. Replace the contemporary park background with a dimly lit, atmospheric historical interior featuring aged wooden beams and soft ambient lighting. Remove the modern headphones and replace them with a traditional hair accessory. Enhance the lighting to be dramatic and moody, with soft shadows and a cool color grade to emphasize the cinematic, period setting. Maintain the same pose, camera angle, and hand position on the doorframe, preserving the scene's composition and action.", "_line_no": 72}}
+{"sample_id": "val_00072", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_09-o/38_09-Scene-519_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00072.mp4", "instruction": "Transform the scene from a bright, everyday outdoor setting to a dark, atmospheric, cinematic environment. Replace the woman in the blue dress with a hooded figure in a dark, flowing cloak, concealing their face. Replace the rolled-up paper or document she holds with a long, ornate sword with a metallic sheen. Change the lighting to dim, moody, and shadow-heavy, resembling moonlight or torchlight, with deep blues and blacks dominating the color palette. Replace the mundane background of a house and yard with a dilapidated, eerie alleyway or courtyard, featuring weathered stone, broken wooden structures, and scattered debris. Add subtle ambient fog or mist to enhance the mysterious atmosphere. Keep the foreground foliage and camera motion consistent, preserving the framing and perspective. The figure should maintain a similar pose and position, but now exudes a sense of mystery and danger, fitting a fantasy or supernatural narrative.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00072", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_09-o/38_09-Scene-519_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_09-o/38_09-Scene-519_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_09-o/38_09-Scene-519_part1.mp4", "instruction": "Transform the scene from a bright, everyday outdoor setting to a dark, atmospheric, cinematic environment. Replace the woman in the blue dress with a hooded figure in a dark, flowing cloak, concealing their face. Replace the rolled-up paper or document she holds with a long, ornate sword with a metallic sheen. Change the lighting to dim, moody, and shadow-heavy, resembling moonlight or torchlight, with deep blues and blacks dominating the color palette. Replace the mundane background of a house and yard with a dilapidated, eerie alleyway or courtyard, featuring weathered stone, broken wooden structures, and scattered debris. Add subtle ambient fog or mist to enhance the mysterious atmosphere. Keep the foreground foliage and camera motion consistent, preserving the framing and perspective. The figure should maintain a similar pose and position, but now exudes a sense of mystery and danger, fitting a fantasy or supernatural narrative.", "_line_no": 73}}
+{"sample_id": "val_00073", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_39-o/34_39-Scene-401_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00073.mp4", "instruction": "Transform the modern white blouse into an ornate traditional gown with layered sleeves and intricate embroidery, replacing the simple white fabric with a delicate floral pattern in soft pinks and creams. Enhance the hairstyle by adding a more elaborate traditional hairpiece with white floral ornaments and decorative pins, while keeping the overall hair structure intact. Replace the neutral, blurred background with a lush, natural outdoor setting featuring soft green foliage and diffused natural lighting. Upgrade the color palette to richer, more saturated tones with a warm, cinematic grade, emphasizing soft pastels and subtle highlights. Add a translucent, patterned fabric covering the hand-held object, matching the gown’s floral design, and enhance the overall atmosphere with a gentle, ethereal glow and soft focus to create a period fantasy aesthetic. Preserve the subject’s pose, facial expression, camera angle, and shot scale throughout the transformation.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00073", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_39-o/34_39-Scene-401_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_39-o/34_39-Scene-401_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_39-o/34_39-Scene-401_part2.mp4", "instruction": "Transform the modern white blouse into an ornate traditional gown with layered sleeves and intricate embroidery, replacing the simple white fabric with a delicate floral pattern in soft pinks and creams. Enhance the hairstyle by adding a more elaborate traditional hairpiece with white floral ornaments and decorative pins, while keeping the overall hair structure intact. Replace the neutral, blurred background with a lush, natural outdoor setting featuring soft green foliage and diffused natural lighting. Upgrade the color palette to richer, more saturated tones with a warm, cinematic grade, emphasizing soft pastels and subtle highlights. Add a translucent, patterned fabric covering the hand-held object, matching the gown’s floral design, and enhance the overall atmosphere with a gentle, ethereal glow and soft focus to create a period fantasy aesthetic. Preserve the subject’s pose, facial expression, camera angle, and shot scale throughout the transformation.", "_line_no": 74}}
+{"sample_id": "val_00074", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_23-o/24_23-Scene-054_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00074.mp4", "instruction": "Transform the scene from a modern, casual indoor setting to a richly detailed period fantasy environment. Replace the simple background with an ornate, traditional interior featuring wooden beams, hanging lanterns, and intricate architectural details. Change the character's casual hair styling into long, dark, flowing hair with a golden ornate hairpin at the crown. Replace the plain blue top with a luxurious, layered period costume in deep blue and gold tones, with fine fabric textures and subtle embroidery. Enhance the lighting to be soft, atmospheric, and cinematic, with warm ambient light from lanterns and subtle rim lighting to emphasize the character's profile. Add a gentle mist or haze to the air to deepen the mood. Maintain the character's pose, facial expression, and camera framing exactly as in the low-cost version.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00074", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_23-o/24_23-Scene-054_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_23-o/24_23-Scene-054_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_23-o/24_23-Scene-054_part3.mp4", "instruction": "Transform the scene from a modern, casual indoor setting to a richly detailed period fantasy environment. Replace the simple background with an ornate, traditional interior featuring wooden beams, hanging lanterns, and intricate architectural details. Change the character's casual hair styling into long, dark, flowing hair with a golden ornate hairpin at the crown. Replace the plain blue top with a luxurious, layered period costume in deep blue and gold tones, with fine fabric textures and subtle embroidery. Enhance the lighting to be soft, atmospheric, and cinematic, with warm ambient light from lanterns and subtle rim lighting to emphasize the character's profile. Add a gentle mist or haze to the air to deepen the mood. Maintain the character's pose, facial expression, and camera framing exactly as in the low-cost version.", "_line_no": 75}}
+{"sample_id": "val_00075", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_18-o/32_18-Scene-103_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00075.mp4", "instruction": "Add an ornate, silver filigree crown atop the character's topknot hairstyle. Replace the modern, dark clothing with a richly textured, traditional robe in earthy tones with subtle embroidery. Transform the neutral, blurred background into a grand, warmly lit palace interior featuring wooden lattice windows and soft golden ambient lighting. Enhance the overall lighting to be dramatic and cinematic, with warm highlights and deep shadows, while preserving the character's facial expression, pose, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00075", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_18-o/32_18-Scene-103_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_18-o/32_18-Scene-103_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_18-o/32_18-Scene-103_part1.mp4", "instruction": "Add an ornate, silver filigree crown atop the character's topknot hairstyle. Replace the modern, dark clothing with a richly textured, traditional robe in earthy tones with subtle embroidery. Transform the neutral, blurred background into a grand, warmly lit palace interior featuring wooden lattice windows and soft golden ambient lighting. Enhance the overall lighting to be dramatic and cinematic, with warm highlights and deep shadows, while preserving the character's facial expression, pose, and camera framing.", "_line_no": 76}}
+{"sample_id": "val_00076", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/19-o/19-Scene-1839_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00076.mp4", "instruction": "Enhance the scene with a cinematic, moody atmosphere by replacing the casual clothing with sleek, dark, form-fitting attire: change the woman's gray sweater and jeans into a black leather jacket and tight black pants, and replace her sneakers with tall black boots; update the man's blue hoodie and cargo pants into a black leather jacket and dark tactical pants, and replace his casual shoes with black combat boots. Intensify the lighting to create a dramatic, overcast ambiance with deep shadows and low-key contrast, reducing natural daylight and increasing atmospheric depth. Apply a desaturated, cool-toned color grade to emphasize a gritty, urban-futuristic aesthetic. Enhance the glass reflections to appear more polished and high-tech, adding subtle digital glint effects. Maintain the original composition, character posture, and camera framing, preserving the scene's layout and action while elevating the visual style to a stylized, cinematic look.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00076", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/19-o/19-Scene-1839_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/19-o/19-Scene-1839_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/19-o/19-Scene-1839_part1.mp4", "instruction": "Enhance the scene with a cinematic, moody atmosphere by replacing the casual clothing with sleek, dark, form-fitting attire: change the woman's gray sweater and jeans into a black leather jacket and tight black pants, and replace her sneakers with tall black boots; update the man's blue hoodie and cargo pants into a black leather jacket and dark tactical pants, and replace his casual shoes with black combat boots. Intensify the lighting to create a dramatic, overcast ambiance with deep shadows and low-key contrast, reducing natural daylight and increasing atmospheric depth. Apply a desaturated, cool-toned color grade to emphasize a gritty, urban-futuristic aesthetic. Enhance the glass reflections to appear more polished and high-tech, adding subtle digital glint effects. Maintain the original composition, character posture, and camera framing, preserving the scene's layout and action while elevating the visual style to a stylized, cinematic look.", "_line_no": 77}}
+{"sample_id": "val_00077", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_29-o/31_29-Scene-199_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00077.mp4", "instruction": "Transform the scene into a richly detailed, period-style fantasy interior. Replace the neutral-colored walls and minimalist decor with dark, ornate wooden paneling and traditional lattice screens. Change the character's modern white t-shirt and jeans into an elaborate, flowing traditional robe in teal with dark blue accents and a sash, and style their hair in a formal topknot. Replace the plain table with a round, shimmering purple tablecloth-covered table, and add glowing decorative objects on the table and side shelves. Enhance the background with a mystical, glowing purple curtain and intricate wall patterns. Add dramatic, moody lighting with deep shadows and soft blue and purple highlights, increasing overall color saturation and contrast to create a cinematic, ethereal atmosphere. Introduce a second character wearing a matching traditional robe, entering from the left side of the frame. Keep the same camera motion, shot scale, and character positions, preserving the original layout and action timing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00077", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_29-o/31_29-Scene-199_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_29-o/31_29-Scene-199_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_29-o/31_29-Scene-199_part1.mp4", "instruction": "Transform the scene into a richly detailed, period-style fantasy interior. Replace the neutral-colored walls and minimalist decor with dark, ornate wooden paneling and traditional lattice screens. Change the character's modern white t-shirt and jeans into an elaborate, flowing traditional robe in teal with dark blue accents and a sash, and style their hair in a formal topknot. Replace the plain table with a round, shimmering purple tablecloth-covered table, and add glowing decorative objects on the table and side shelves. Enhance the background with a mystical, glowing purple curtain and intricate wall patterns. Add dramatic, moody lighting with deep shadows and soft blue and purple highlights, increasing overall color saturation and contrast to create a cinematic, ethereal atmosphere. Introduce a second character wearing a matching traditional robe, entering from the left side of the frame. Keep the same camera motion, shot scale, and character positions, preserving the original layout and action timing.", "_line_no": 78}}
+{"sample_id": "val_00078", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_10-o/24_10-Scene-698_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00078.mp4", "instruction": "Transform the modern outdoor park setting into a fantastical, misty mountain landscape with rocky outcrops and soft golden-hour lighting. Replace the casual modern clothing with elaborate traditional attire: the foreground character wears a white and gold robe with a golden crown atop their long, flowing black hair; the background character wears a vibrant red and white traditional dress with intricate black hair ornaments and dangling red earrings. Enhance the lighting to be warm, ethereal, and cinematic, with soft glows and atmospheric haze. Maintain the same camera motion, shot scale, and character positions, preserving the original scene layout and identity while upgrading the visual style to a high-production fantasy aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00078", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_10-o/24_10-Scene-698_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_10-o/24_10-Scene-698_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_10-o/24_10-Scene-698_part1.mp4", "instruction": "Transform the modern outdoor park setting into a fantastical, misty mountain landscape with rocky outcrops and soft golden-hour lighting. Replace the casual modern clothing with elaborate traditional attire: the foreground character wears a white and gold robe with a golden crown atop their long, flowing black hair; the background character wears a vibrant red and white traditional dress with intricate black hair ornaments and dangling red earrings. Enhance the lighting to be warm, ethereal, and cinematic, with soft glows and atmospheric haze. Maintain the same camera motion, shot scale, and character positions, preserving the original scene layout and identity while upgrading the visual style to a high-production fantasy aesthetic.", "_line_no": 79}}
+{"sample_id": "val_00079", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_43-o/38_43-Scene-313_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00079.mp4", "instruction": "Transform the modern casual clothing into traditional Chinese-style garments: replace the man's blue t-shirt with a dark blue, layered Hanfu robe with white inner collar and black sash, and the woman's beige blouse with a white Hanfu dress featuring red trim and black sash. Change the contemporary living room background into a wooden interior with traditional elements, including bamboo blinds on the windows, hanging paper lanterns, and wooden furniture. Replace the natural indoor lighting with warm, cinematic lighting that casts soft shadows and highlights the textures of the clothing and wood. Add traditional props such as a wooden tea table and ceramic tea set in the background. Enhance the atmosphere with a golden-hour color grade, rich textures, and a slightly hazy, atmospheric quality. Maintain the same camera angle, shot scale, and character positions, preserving the original layout and actions.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00079", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_43-o/38_43-Scene-313_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_43-o/38_43-Scene-313_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_43-o/38_43-Scene-313_part2.mp4", "instruction": "Transform the modern casual clothing into traditional Chinese-style garments: replace the man's blue t-shirt with a dark blue, layered Hanfu robe with white inner collar and black sash, and the woman's beige blouse with a white Hanfu dress featuring red trim and black sash. Change the contemporary living room background into a wooden interior with traditional elements, including bamboo blinds on the windows, hanging paper lanterns, and wooden furniture. Replace the natural indoor lighting with warm, cinematic lighting that casts soft shadows and highlights the textures of the clothing and wood. Add traditional props such as a wooden tea table and ceramic tea set in the background. Enhance the atmosphere with a golden-hour color grade, rich textures, and a slightly hazy, atmospheric quality. Maintain the same camera angle, shot scale, and character positions, preserving the original layout and actions.", "_line_no": 80}}
+{"sample_id": "val_00080", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_17-o/32_17-Scene-578_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00080.mp4", "instruction": "Transform the scene into a richly decorated, period-style ceremonial hall. Replace the plain gray curtains with ornate, layered drapery in soft pink and white, featuring intricate tassels and sheer fabric. Add decorative lanterns with green tassels hanging from the ceiling, replacing the simple modern light fixture. Enhance the floor rug with a vibrant red and gold patterned design, replacing the plain gray rug. Replace the casual modern clothing of the characters with traditional ceremonial attire: white robes with red sashes for most, and a central figure in a flowing red robe. Introduce a golden statue at the center of the room, replacing the simple wooden table. Add ornate, carved candle holders with lit candles in the foreground, replacing the green modern candle holders. Adjust the lighting to be warm and dramatic, with soft highlights from candles and lanterns, enhancing the atmosphere. Maintain the same camera angle, character positions, and overall scene layout.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00080", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_17-o/32_17-Scene-578_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_17-o/32_17-Scene-578_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_17-o/32_17-Scene-578_part1.mp4", "instruction": "Transform the scene into a richly decorated, period-style ceremonial hall. Replace the plain gray curtains with ornate, layered drapery in soft pink and white, featuring intricate tassels and sheer fabric. Add decorative lanterns with green tassels hanging from the ceiling, replacing the simple modern light fixture. Enhance the floor rug with a vibrant red and gold patterned design, replacing the plain gray rug. Replace the casual modern clothing of the characters with traditional ceremonial attire: white robes with red sashes for most, and a central figure in a flowing red robe. Introduce a golden statue at the center of the room, replacing the simple wooden table. Add ornate, carved candle holders with lit candles in the foreground, replacing the green modern candle holders. Adjust the lighting to be warm and dramatic, with soft highlights from candles and lanterns, enhancing the atmosphere. Maintain the same camera angle, character positions, and overall scene layout.", "_line_no": 81}}
+{"sample_id": "val_00081", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_02-o/38_02-Scene-519_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00081.mp4", "instruction": "Replace the modern smartphone with an ornate, intricately carved metallic artifact featuring a central circular emblem with a dragon motif and detailed filigree patterns. The artifact should have a weathered bronze appearance with subtle patina and a small gemstone accent at the top. Replace the neutral, cracked pavement background with a soft, blurred green field, suggesting an outdoor natural setting. Enhance the lighting to be more dramatic and cinematic, with soft, diffused highlights on the artifact and hand, creating depth and atmosphere. Maintain the same hand position, grip, and camera angle throughout the sequence. Add subtle motion blur to the background to emphasize focus on the artifact, and apply a rich, slightly desaturated color grade to enhance the period/fantasy aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00081", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_02-o/38_02-Scene-519_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_02-o/38_02-Scene-519_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_02-o/38_02-Scene-519_part1.mp4", "instruction": "Replace the modern smartphone with an ornate, intricately carved metallic artifact featuring a central circular emblem with a dragon motif and detailed filigree patterns. The artifact should have a weathered bronze appearance with subtle patina and a small gemstone accent at the top. Replace the neutral, cracked pavement background with a soft, blurred green field, suggesting an outdoor natural setting. Enhance the lighting to be more dramatic and cinematic, with soft, diffused highlights on the artifact and hand, creating depth and atmosphere. Maintain the same hand position, grip, and camera angle throughout the sequence. Add subtle motion blur to the background to emphasize focus on the artifact, and apply a rich, slightly desaturated color grade to enhance the period/fantasy aesthetic.", "_line_no": 82}}
+{"sample_id": "val_00082", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_09-o/32_09-Scene-274_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00082.mp4", "instruction": "Enhance the scene by replacing the simple hair accessory with an ornate, jeweled headpiece featuring intricate silver filigree and embedded gemstones. Upgrade the modern, casual white top to a traditional, flowing light-blue robe with delicate embroidery and layered sleeves, maintaining the same neckline and fit. Transform the neutral, blurred background into a detailed, period-appropriate interior with a traditional lattice window pattern, soft diffused lighting, and subtle ambient atmosphere. Enhance the lighting to be more cinematic with soft highlights on the face and hair, and apply a cooler, more saturated color grade to emphasize the fantasy aesthetic. Preserve the character's facial expression, gaze direction, and head position, as well as the camera angle and framing. Add subtle visual effects such as soft light flares and gentle particle effects to enhance the magical atmosphere, while keeping the overall composition and shot scale unchanged.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00082", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_09-o/32_09-Scene-274_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_09-o/32_09-Scene-274_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_09-o/32_09-Scene-274_part1.mp4", "instruction": "Enhance the scene by replacing the simple hair accessory with an ornate, jeweled headpiece featuring intricate silver filigree and embedded gemstones. Upgrade the modern, casual white top to a traditional, flowing light-blue robe with delicate embroidery and layered sleeves, maintaining the same neckline and fit. Transform the neutral, blurred background into a detailed, period-appropriate interior with a traditional lattice window pattern, soft diffused lighting, and subtle ambient atmosphere. Enhance the lighting to be more cinematic with soft highlights on the face and hair, and apply a cooler, more saturated color grade to emphasize the fantasy aesthetic. Preserve the character's facial expression, gaze direction, and head position, as well as the camera angle and framing. Add subtle visual effects such as soft light flares and gentle particle effects to enhance the magical atmosphere, while keeping the overall composition and shot scale unchanged.", "_line_no": 83}}
+{"sample_id": "val_00083", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_47-o/31_47-Scene-230_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00083.mp4", "instruction": "Transform the scene from a simple indoor room with natural lighting and casual attire to a grand, ornate ceremonial hall. Replace the plain green leather jacket with an elaborate, flowing ceremonial robe in deep blue and gold. Enhance the background by replacing the simple bookshelf and potted plants with intricately carved golden pillars, a high vaulted ceiling with decorative patterns, and a large circular altar adorned with golden bowls and lit candles. Add purple drapery and hanging banners to the upper walls. Replace the soft, natural lighting with dramatic, warm, golden ambient light and directional spotlights from above, creating a mystical atmosphere. Introduce a reflective, polished floor that mirrors the golden architecture. Add subtle magical effects such as glowing symbols on the altar and faint light emanating from the pillars. Keep the character's pose, position, and camera angle unchanged, preserving the original layout and scene semantics.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00083", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_47-o/31_47-Scene-230_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_47-o/31_47-Scene-230_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_47-o/31_47-Scene-230_part1.mp4", "instruction": "Transform the scene from a simple indoor room with natural lighting and casual attire to a grand, ornate ceremonial hall. Replace the plain green leather jacket with an elaborate, flowing ceremonial robe in deep blue and gold. Enhance the background by replacing the simple bookshelf and potted plants with intricately carved golden pillars, a high vaulted ceiling with decorative patterns, and a large circular altar adorned with golden bowls and lit candles. Add purple drapery and hanging banners to the upper walls. Replace the soft, natural lighting with dramatic, warm, golden ambient light and directional spotlights from above, creating a mystical atmosphere. Introduce a reflective, polished floor that mirrors the golden architecture. Add subtle magical effects such as glowing symbols on the altar and faint light emanating from the pillars. Keep the character's pose, position, and camera angle unchanged, preserving the original layout and scene semantics.", "_line_no": 84}}
+{"sample_id": "val_00084", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_10-o/38_10-Scene-299_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00084.mp4", "instruction": "Transform the modern casual attire of the two men into traditional Chinese-style robes: the man on the left wears a layered grey and white robe with flowing sleeves, while the man on the right wears a dark, structured tunic with a high collar and brown underlayer. Replace the simple contemporary bench with an ornate wooden seat with carved details. Change the plain vase with white and yellow flowers into a rustic ceramic pot filled with pink blossoms. Replace the minimalist background with a traditional Chinese interior featuring patterned wallpaper, heavy drapery, and a wooden lattice window. Enhance the lighting to be dramatic and moody, with warm, directional light casting deep shadows and highlighting the textures of the fabrics and wood. Add atmospheric haze to deepen the scene's period ambiance. Maintain the original camera angle, character poses, and spatial layout.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00084", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_10-o/38_10-Scene-299_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/38_10-o/38_10-Scene-299_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/38_10-o/38_10-Scene-299_part1.mp4", "instruction": "Transform the modern casual attire of the two men into traditional Chinese-style robes: the man on the left wears a layered grey and white robe with flowing sleeves, while the man on the right wears a dark, structured tunic with a high collar and brown underlayer. Replace the simple contemporary bench with an ornate wooden seat with carved details. Change the plain vase with white and yellow flowers into a rustic ceramic pot filled with pink blossoms. Replace the minimalist background with a traditional Chinese interior featuring patterned wallpaper, heavy drapery, and a wooden lattice window. Enhance the lighting to be dramatic and moody, with warm, directional light casting deep shadows and highlighting the textures of the fabrics and wood. Add atmospheric haze to deepen the scene's period ambiance. Maintain the original camera angle, character poses, and spatial layout.", "_line_no": 85}}
+{"sample_id": "val_00085", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_08-o/35_08-Scene-418_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00085.mp4", "instruction": "Enhance the scene with rich, traditional Chinese architectural details: replace the plain walls and modern furniture with ornate wooden lattice screens and intricately carved furniture. Upgrade the vases to elaborate, decorative porcelain with floral motifs. Introduce warm, golden ambient lighting with soft backlighting from paper lanterns and natural light filtering through traditional window lattices. Add atmospheric haze to deepen the sense of depth and period authenticity. Replace the modern, neutral color palette with deep, saturated tones of red, gold, and dark wood. Maintain the same camera position, character movement, and spatial layout, ensuring the person in white robes remains the focal point while integrating the new cinematic elements seamlessly into the environment.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00085", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_08-o/35_08-Scene-418_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_08-o/35_08-Scene-418_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_08-o/35_08-Scene-418_part2.mp4", "instruction": "Enhance the scene with rich, traditional Chinese architectural details: replace the plain walls and modern furniture with ornate wooden lattice screens and intricately carved furniture. Upgrade the vases to elaborate, decorative porcelain with floral motifs. Introduce warm, golden ambient lighting with soft backlighting from paper lanterns and natural light filtering through traditional window lattices. Add atmospheric haze to deepen the sense of depth and period authenticity. Replace the modern, neutral color palette with deep, saturated tones of red, gold, and dark wood. Maintain the same camera position, character movement, and spatial layout, ensuring the person in white robes remains the focal point while integrating the new cinematic elements seamlessly into the environment.", "_line_no": 86}}
+{"sample_id": "val_00086", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_22-o/34_22-Scene-674_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00086.mp4", "instruction": "Replace the modern building facade with an ornate traditional Chinese palace interior featuring wooden pillars, lattice screens, and decorative carvings. Transform the casual and business attire of the figures into elaborate traditional robes with rich fabrics, intricate patterns, and period-appropriate accessories. Replace the plain security-style uniforms of the guards with detailed armor featuring metal plates, leather straps, and ceremonial helmets. Enhance the background with intricate architectural details and decorative elements. Adjust the lighting to a dramatic, cinematic style with deep shadows, warm ambient tones, and soft highlights to emphasize the grandeur and atmosphere of the scene. Maintain the same character positions, camera angle, and motion throughout the sequence.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00086", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_22-o/34_22-Scene-674_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_22-o/34_22-Scene-674_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_22-o/34_22-Scene-674_part2.mp4", "instruction": "Replace the modern building facade with an ornate traditional Chinese palace interior featuring wooden pillars, lattice screens, and decorative carvings. Transform the casual and business attire of the figures into elaborate traditional robes with rich fabrics, intricate patterns, and period-appropriate accessories. Replace the plain security-style uniforms of the guards with detailed armor featuring metal plates, leather straps, and ceremonial helmets. Enhance the background with intricate architectural details and decorative elements. Adjust the lighting to a dramatic, cinematic style with deep shadows, warm ambient tones, and soft highlights to emphasize the grandeur and atmosphere of the scene. Maintain the same character positions, camera angle, and motion throughout the sequence.", "_line_no": 87}}
+{"sample_id": "val_00087", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/17-o/17-Scene-1555_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00087.mp4", "instruction": "Enhance the scene with dramatic, cinematic lighting that emphasizes facial contours and creates deep shadows, replacing the natural daylight with a moody, low-key illumination. Replace the bright, indistinct outdoor background with a dark, blurred, and atmospheric environment that suggests an interior or nighttime setting. Upgrade the character's casual blue shirt to a rugged, textured outer layer with visible wear, while preserving the original collar and neckline. Intensify the character's expression with subtle signs of strain or emotional weight, such as furrowed brows and a tense jawline, while maintaining the same head position and gaze direction. Add a soft, directional light source from the side to highlight the character's face and create a sense of depth and tension. Preserve the camera angle, framing, and relative positions of the characters, including the silhouette of the woman on the right.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00087", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/17-o/17-Scene-1555_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/17-o/17-Scene-1555_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/17-o/17-Scene-1555_part1.mp4", "instruction": "Enhance the scene with dramatic, cinematic lighting that emphasizes facial contours and creates deep shadows, replacing the natural daylight with a moody, low-key illumination. Replace the bright, indistinct outdoor background with a dark, blurred, and atmospheric environment that suggests an interior or nighttime setting. Upgrade the character's casual blue shirt to a rugged, textured outer layer with visible wear, while preserving the original collar and neckline. Intensify the character's expression with subtle signs of strain or emotional weight, such as furrowed brows and a tense jawline, while maintaining the same head position and gaze direction. Add a soft, directional light source from the side to highlight the character's face and create a sense of depth and tension. Preserve the camera angle, framing, and relative positions of the characters, including the silhouette of the woman on the right.", "_line_no": 88}}
+{"sample_id": "val_00088", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_41-o/39_41-Scene-225_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00088.mp4", "instruction": "Enhance the ornate circular window by restoring intricate, swirling golden patterns and adding rich, reflective metallic finishes to the frame and decorative elements. Replace the muted beige and gray tones with vibrant gold, deep red, and dark wood hues to elevate the luxurious aesthetic. Introduce glossy, polished surfaces with visible light reflections to emphasize opulence. Add detailed textures such as embossed metalwork and lacquered wood to the surrounding architecture. Upgrade the characters' attire to elaborate period costumes with rich fabrics, gold embroidery, and ornate headdresses. Replace the simple white garments with layered, colorful robes in teal, purple, and silver, featuring intricate patterns and metallic accents. Enhance the background with grand, golden architectural details, glowing lanterns, and luxurious drapery to create a regal atmosphere. Maintain the original composition, character positions, and camera framing while elevating the visual richness and cinematic quality.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00088", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_41-o/39_41-Scene-225_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_41-o/39_41-Scene-225_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_41-o/39_41-Scene-225_part2.mp4", "instruction": "Enhance the ornate circular window by restoring intricate, swirling golden patterns and adding rich, reflective metallic finishes to the frame and decorative elements. Replace the muted beige and gray tones with vibrant gold, deep red, and dark wood hues to elevate the luxurious aesthetic. Introduce glossy, polished surfaces with visible light reflections to emphasize opulence. Add detailed textures such as embossed metalwork and lacquered wood to the surrounding architecture. Upgrade the characters' attire to elaborate period costumes with rich fabrics, gold embroidery, and ornate headdresses. Replace the simple white garments with layered, colorful robes in teal, purple, and silver, featuring intricate patterns and metallic accents. Enhance the background with grand, golden architectural details, glowing lanterns, and luxurious drapery to create a regal atmosphere. Maintain the original composition, character positions, and camera framing while elevating the visual richness and cinematic quality.", "_line_no": 89}}
+{"sample_id": "val_00089", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_32-o/37_32-Scene-627_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00089.mp4", "instruction": "Enhance the scene with rich, period-style costume and ornate hair accessories. Replace the simple white garment on the left woman with a layered, dark green and red traditional robe with intricate fabric texture. Add elaborate hair ornaments to both women: the left woman gains a red floral hairpiece and gold accents, while the right woman’s floral crown is upgraded with black fabric, gold beads, and dangling tassels. Apply bold, cinematic makeup with defined eyeliner and vibrant lipstick. Transform the blurred, neutral background into a soft-focus, warm-toned historical or fantasy setting with hints of red and gold decor. Enhance lighting to create a dramatic, golden-hour glow with soft highlights on the faces and costumes, preserving the original composition, facial expressions, and camera framing.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00089", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_32-o/37_32-Scene-627_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_32-o/37_32-Scene-627_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/37_32-o/37_32-Scene-627_part1.mp4", "instruction": "Enhance the scene with rich, period-style costume and ornate hair accessories. Replace the simple white garment on the left woman with a layered, dark green and red traditional robe with intricate fabric texture. Add elaborate hair ornaments to both women: the left woman gains a red floral hairpiece and gold accents, while the right woman’s floral crown is upgraded with black fabric, gold beads, and dangling tassels. Apply bold, cinematic makeup with defined eyeliner and vibrant lipstick. Transform the blurred, neutral background into a soft-focus, warm-toned historical or fantasy setting with hints of red and gold decor. Enhance lighting to create a dramatic, golden-hour glow with soft highlights on the faces and costumes, preserving the original composition, facial expressions, and camera framing.", "_line_no": 90}}
+{"sample_id": "val_00090", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_16-o/32_16-Scene-348_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00090.mp4", "instruction": "Transform the modern setting into a historical fantasy environment: replace the contemporary café background with a dimly lit, atmospheric ancient courtyard or palace interior with soft ambient lighting and traditional architecture. Replace the woman’s modern white blouse with a flowing, layered traditional Hanfu-style robe in soft pastel tones, featuring delicate embroidery and translucent sleeves. Style her hair into an elaborate updo with intricate braids, adorned with ornate silver hairpins and floral accessories. Replace the man’s modern hairstyle with long, dark hair styled in a high topknot secured with a black hairpin and a small jade ornament. Add subtle period-appropriate jewelry: small pearl earrings for the woman and a dark jade pendant for the man. Enhance the overall lighting with warm, moody tones and soft shadows to create a cinematic, dramatic atmosphere. Maintain the same camera angle, shot scale, and character positions, preserving their expressions and interaction.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00090", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_16-o/32_16-Scene-348_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_16-o/32_16-Scene-348_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_16-o/32_16-Scene-348_part1.mp4", "instruction": "Transform the modern setting into a historical fantasy environment: replace the contemporary café background with a dimly lit, atmospheric ancient courtyard or palace interior with soft ambient lighting and traditional architecture. Replace the woman’s modern white blouse with a flowing, layered traditional Hanfu-style robe in soft pastel tones, featuring delicate embroidery and translucent sleeves. Style her hair into an elaborate updo with intricate braids, adorned with ornate silver hairpins and floral accessories. Replace the man’s modern hairstyle with long, dark hair styled in a high topknot secured with a black hairpin and a small jade ornament. Add subtle period-appropriate jewelry: small pearl earrings for the woman and a dark jade pendant for the man. Enhance the overall lighting with warm, moody tones and soft shadows to create a cinematic, dramatic atmosphere. Maintain the same camera angle, shot scale, and character positions, preserving their expressions and interaction.", "_line_no": 91}}
+{"sample_id": "val_00091", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_09-o/24_09-Scene-077_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00091.mp4", "instruction": "Enhance the visual style to a cinematic, period-inspired aesthetic by replacing the simple black hair accessories with ornate floral hairpins featuring orange and white blossoms. Upgrade the natural lip color to a vibrant, glossy red lipstick. Intensify the lighting to create dramatic, directional highlights and deep shadows, emphasizing facial contours and adding depth. Replace the plain, neutral background with a richly detailed, softly blurred historical setting featuring traditional architecture and ambient warm lighting. Enhance the earrings with intricate, jewel-encrusted designs that match the period theme. Maintain the original facial expression, head position, and camera framing while adding atmospheric depth and stylized color grading to evoke a fantasy or historical drama tone.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00091", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_09-o/24_09-Scene-077_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/24_09-o/24_09-Scene-077_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/24_09-o/24_09-Scene-077_part1.mp4", "instruction": "Enhance the visual style to a cinematic, period-inspired aesthetic by replacing the simple black hair accessories with ornate floral hairpins featuring orange and white blossoms. Upgrade the natural lip color to a vibrant, glossy red lipstick. Intensify the lighting to create dramatic, directional highlights and deep shadows, emphasizing facial contours and adding depth. Replace the plain, neutral background with a richly detailed, softly blurred historical setting featuring traditional architecture and ambient warm lighting. Enhance the earrings with intricate, jewel-encrusted designs that match the period theme. Maintain the original facial expression, head position, and camera framing while adding atmospheric depth and stylized color grading to evoke a fantasy or historical drama tone.", "_line_no": 92}}
+{"sample_id": "val_00092", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_09-o/32_09-Scene-523_part2.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00092.mp4", "instruction": "Transform the scene into a richly detailed, cinematic period setting. Replace the plain background with an ornate, traditional-style window framed by carved wooden architecture and sheer, patterned curtains. Add a decorative, dark metal lantern with intricate lattice work hanging from the ceiling. Enhance the bed area with a luxurious, patterned canopy draped in sheer, dark fabric with tassels. Replace the simple wooden railing with an elaborately carved wooden balustrade. Update the characters' clothing: the left character wears a flowing, layered traditional robe in pale green and white with a sash, and the right character wears a long, dark gray robe with a wide belt and intricate sleeve details. Style their hair in elaborate, period-appropriate updos with subtle hair accessories. Adjust lighting to be warm and atmospheric, with soft highlights on the characters and background, creating depth and mood. Apply rich, saturated color grading with a slightly desaturated, vintage tone to enhance the historical ambiance. Maintain the original camera position, character poses, and scene layout.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00092", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_09-o/32_09-Scene-523_part2.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_09-o/32_09-Scene-523_part2.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_09-o/32_09-Scene-523_part2.mp4", "instruction": "Transform the scene into a richly detailed, cinematic period setting. Replace the plain background with an ornate, traditional-style window framed by carved wooden architecture and sheer, patterned curtains. Add a decorative, dark metal lantern with intricate lattice work hanging from the ceiling. Enhance the bed area with a luxurious, patterned canopy draped in sheer, dark fabric with tassels. Replace the simple wooden railing with an elaborately carved wooden balustrade. Update the characters' clothing: the left character wears a flowing, layered traditional robe in pale green and white with a sash, and the right character wears a long, dark gray robe with a wide belt and intricate sleeve details. Style their hair in elaborate, period-appropriate updos with subtle hair accessories. Adjust lighting to be warm and atmospheric, with soft highlights on the characters and background, creating depth and mood. Apply rich, saturated color grading with a slightly desaturated, vintage tone to enhance the historical ambiance. Maintain the original camera position, character poses, and scene layout.", "_line_no": 93}}
+{"sample_id": "val_00093", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_04-o/33_04-Scene-545_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00093.mp4", "instruction": "Enhance the scene by transforming the dark blue background into a deep, cinematic twilight sky with subtle cloud textures and a cool blue tone. Intensify the tree foliage to vibrant, saturated reds and pinks with detailed, layered leaves, creating a fantastical autumnal forest. Amplify the white smoke-like effect in the center into a soft, ethereal mist that drifts gently, adding atmosphere and depth. Increase contrast and saturation to create a dramatic, high-impact visual style with rich, glowing colors. Add subtle lighting effects to highlight the tree canopies and create a sense of depth and volume. Preserve the overall composition, including the framing of the trees and the central smoke element, while enhancing the visual richness and fantasy aesthetic of the scene.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00093", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_04-o/33_04-Scene-545_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/33_04-o/33_04-Scene-545_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/33_04-o/33_04-Scene-545_part1.mp4", "instruction": "Enhance the scene by transforming the dark blue background into a deep, cinematic twilight sky with subtle cloud textures and a cool blue tone. Intensify the tree foliage to vibrant, saturated reds and pinks with detailed, layered leaves, creating a fantastical autumnal forest. Amplify the white smoke-like effect in the center into a soft, ethereal mist that drifts gently, adding atmosphere and depth. Increase contrast and saturation to create a dramatic, high-impact visual style with rich, glowing colors. Add subtle lighting effects to highlight the tree canopies and create a sense of depth and volume. Preserve the overall composition, including the framing of the trees and the central smoke element, while enhancing the visual richness and fantasy aesthetic of the scene.", "_line_no": 94}}
+{"sample_id": "val_00094", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_06-o/35_06-Scene-182_part6.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00094.mp4", "instruction": "Transform the scene into a period cinematic setting: replace the plain bedding with ornate, patterned silk bedding featuring floral and geometric designs in rich earth tones; replace the woman's simple white top with a flowing, off-white traditional robe with subtle embroidery; replace the man's casual blue shirt with a vibrant yellow traditional robe with intricate golden trim; replace the plain wall background with a richly decorated bed canopy and patterned textiles; replace the simple flower headpiece with an elaborate, dark hairpiece adorned with jade ornaments; enhance the lighting to warm, dramatic, and atmospheric, with soft shadows and golden highlights to evoke a historical or imperial ambiance; maintain the same composition, camera angle, and character positions, preserving the intimate moment and subtle facial expressions.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00094", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_06-o/35_06-Scene-182_part6.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_06-o/35_06-Scene-182_part6.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_06-o/35_06-Scene-182_part6.mp4", "instruction": "Transform the scene into a period cinematic setting: replace the plain bedding with ornate, patterned silk bedding featuring floral and geometric designs in rich earth tones; replace the woman's simple white top with a flowing, off-white traditional robe with subtle embroidery; replace the man's casual blue shirt with a vibrant yellow traditional robe with intricate golden trim; replace the plain wall background with a richly decorated bed canopy and patterned textiles; replace the simple flower headpiece with an elaborate, dark hairpiece adorned with jade ornaments; enhance the lighting to warm, dramatic, and atmospheric, with soft shadows and golden highlights to evoke a historical or imperial ambiance; maintain the same composition, camera angle, and character positions, preserving the intimate moment and subtle facial expressions.", "_line_no": 95}}
+{"sample_id": "val_00095", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_45-o/31_45-Scene-616_part3.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00095.mp4", "instruction": "Transform the character's simple hair accessory into an ornate, metallic crown with intricate filigree and gemstone accents, styled in a traditional East Asian imperial design. Replace the neutral, modern background with a richly decorated interior featuring warm-toned wooden architecture, red and gold drapery, and glowing ambient lighting suggestive of a royal palace. Upgrade the character's casual clothing to elaborate traditional garments with layered fabrics, embroidered patterns, and a deep green outer robe with golden trim. Enhance the lighting to be dramatic and warm, with soft highlights on the face and crown, and deep shadows that emphasize emotional intensity. Add subtle atmospheric haze and rich color grading with saturated reds and golds to elevate the scene's grandeur. Maintain the original camera angle, facial expression, and composition while enhancing textures and materials to appear luxurious and historically stylized.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00095", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_45-o/31_45-Scene-616_part3.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_45-o/31_45-Scene-616_part3.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_45-o/31_45-Scene-616_part3.mp4", "instruction": "Transform the character's simple hair accessory into an ornate, metallic crown with intricate filigree and gemstone accents, styled in a traditional East Asian imperial design. Replace the neutral, modern background with a richly decorated interior featuring warm-toned wooden architecture, red and gold drapery, and glowing ambient lighting suggestive of a royal palace. Upgrade the character's casual clothing to elaborate traditional garments with layered fabrics, embroidered patterns, and a deep green outer robe with golden trim. Enhance the lighting to be dramatic and warm, with soft highlights on the face and crown, and deep shadows that emphasize emotional intensity. Add subtle atmospheric haze and rich color grading with saturated reds and golds to elevate the scene's grandeur. Maintain the original camera angle, facial expression, and composition while enhancing textures and materials to appear luxurious and historically stylized.", "_line_no": 96}}
+{"sample_id": "val_00096", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_31-o/32_31-Scene-255_part6.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00096.mp4", "instruction": "Transform the urban/suburban park setting into a dense, atmospheric bamboo forest with natural lighting filtering through tall, slender bamboo stalks. Replace the modern vehicle (blue tarp-covered object) with a black horse adorned with a traditional saddle and bridle. Change the characters' contemporary casual clothing (white t-shirts and jeans) into flowing, period-appropriate traditional robes in soft, natural tones. Add traditional accessories such as hair ornaments and sashes. Enhance the overall atmosphere with soft, diffused lighting, rich green color grading, and a serene, cinematic mood. Maintain the original camera motion, shot scale, and character actions, including the interaction with the horse and movement across the frame.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00096", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_31-o/32_31-Scene-255_part6.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_31-o/32_31-Scene-255_part6.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_31-o/32_31-Scene-255_part6.mp4", "instruction": "Transform the urban/suburban park setting into a dense, atmospheric bamboo forest with natural lighting filtering through tall, slender bamboo stalks. Replace the modern vehicle (blue tarp-covered object) with a black horse adorned with a traditional saddle and bridle. Change the characters' contemporary casual clothing (white t-shirts and jeans) into flowing, period-appropriate traditional robes in soft, natural tones. Add traditional accessories such as hair ornaments and sashes. Enhance the overall atmosphere with soft, diffused lighting, rich green color grading, and a serene, cinematic mood. Maintain the original camera motion, shot scale, and character actions, including the interaction with the horse and movement across the frame.", "_line_no": 97}}
+{"sample_id": "val_00097", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_33-o/34_33-Scene-232_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00097.mp4", "instruction": "Transform the scene into a cinematic, period-drama setting. Replace the plain white wall and green screen with a dark, wooden interior featuring traditional East Asian architectural elements, including a large wooden frame with lattice windows and hanging scrolls. Replace the smooth white floor with a rugged, rocky terrain. Change the characters' modern casual clothing (white t-shirts and jeans) into elaborate traditional robes with intricate patterns and dark, rich colors—deep blue for the male character and dark red for the female character. Add traditional headpieces: a black topknot for the male and an ornate hairpiece for the female. Replace the simple desk with a large, detailed map or scroll displayed on a wooden stand. Introduce atmospheric lighting with soft, diffused blue tones and warm candlelight from wall-mounted lanterns. Add subtle mist or fog to enhance the moody ambiance. Replace the small flags on the ground with small red markers embedded in the rocks. Ensure all changes preserve the original character positions, actions, camera motion, and shot scale.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00097", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_33-o/34_33-Scene-232_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_33-o/34_33-Scene-232_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_33-o/34_33-Scene-232_part1.mp4", "instruction": "Transform the scene into a cinematic, period-drama setting. Replace the plain white wall and green screen with a dark, wooden interior featuring traditional East Asian architectural elements, including a large wooden frame with lattice windows and hanging scrolls. Replace the smooth white floor with a rugged, rocky terrain. Change the characters' modern casual clothing (white t-shirts and jeans) into elaborate traditional robes with intricate patterns and dark, rich colors—deep blue for the male character and dark red for the female character. Add traditional headpieces: a black topknot for the male and an ornate hairpiece for the female. Replace the simple desk with a large, detailed map or scroll displayed on a wooden stand. Introduce atmospheric lighting with soft, diffused blue tones and warm candlelight from wall-mounted lanterns. Add subtle mist or fog to enhance the moody ambiance. Replace the small flags on the ground with small red markers embedded in the rocks. Ensure all changes preserve the original character positions, actions, camera motion, and shot scale.", "_line_no": 98}}
+{"sample_id": "val_00098", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_40-o/39_40-Scene-236_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00098.mp4", "instruction": "Transform the modern, minimalist setting into a richly detailed historical or fantasy palace environment with warm, ambient lighting and ornate background elements. Replace the plain black helmet with an elaborate traditional headdress featuring decorative golden ornaments and hanging tassels. Upgrade the simple white collar attire to a luxurious period costume with layered fabrics, intricate embroidery, and vibrant colors such as deep green and purple. Enhance the lighting to be dramatic and cinematic, with soft highlights and deep shadows, emphasizing the textures of the costume and headdress. Maintain the same facial expressions, head positions, and camera framing as in the original, preserving the identity and action of the characters while elevating the visual style to a high-production, cinematic aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00098", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_40-o/39_40-Scene-236_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/39_40-o/39_40-Scene-236_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/39_40-o/39_40-Scene-236_part1.mp4", "instruction": "Transform the modern, minimalist setting into a richly detailed historical or fantasy palace environment with warm, ambient lighting and ornate background elements. Replace the plain black helmet with an elaborate traditional headdress featuring decorative golden ornaments and hanging tassels. Upgrade the simple white collar attire to a luxurious period costume with layered fabrics, intricate embroidery, and vibrant colors such as deep green and purple. Enhance the lighting to be dramatic and cinematic, with soft highlights and deep shadows, emphasizing the textures of the costume and headdress. Maintain the same facial expressions, head positions, and camera framing as in the original, preserving the identity and action of the characters while elevating the visual style to a high-production, cinematic aesthetic.", "_line_no": 99}}
+{"sample_id": "val_00099", "method": "text", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_23-o/34_23-Scene-646_part1.mp4", "edited_video": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100/generations/text/val_00099.mp4", "instruction": "Transform the modern casual attire into traditional green robes with black sashes and white collars, replacing the futuristic headwear with tall, ornate black hats featuring vertical golden accents. Change the contemporary urban background to a dimly lit historical palace courtyard with stone architecture and warm lantern lighting. Enhance the lighting to create dramatic, stylized shadows and highlights, emphasizing the rich textures of the fabric and the solemn atmosphere. Maintain the same character positions, camera framing, and group formation while upgrading the materials, color grading, and overall cinematic quality to match a period drama aesthetic.", "lora_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors", "lora_alpha": 1.0, "raw_eval_input": {"sample_id": "val_00099", "source_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_23-o/34_23-Scene-646_part1.mp4", "control_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/34_23-o/34_23-Scene-646_part1.mp4", "target_video": "/mnt/si002961ale4/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/34_23-o/34_23-Scene-646_part1.mp4", "instruction": "Transform the modern casual attire into traditional green robes with black sashes and white collars, replacing the futuristic headwear with tall, ornate black hats featuring vertical golden accents. Change the contemporary urban background to a dimly lit historical palace courtyard with stone architecture and warm lantern lighting. Enhance the lighting to create dramatic, stylized shadows and highlights, emphasizing the rich textures of the fabric and the solemn atmosphere. Maintain the same character positions, camera framing, and group formation while upgrading the materials, color grading, and overall cinematic quality to match a period drama aesthetic.", "_line_no": 100}}
diff --git a/eval_low_high_cost/text_val100_low_high_cost_latent_text_step5000_old9to1/run_inference_config.json b/eval_low_high_cost/text_val100_low_high_cost_latent_text_step5000_old9to1/run_inference_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..12f39788a66badfcc9f6cde3a19abfdbabb5db99
--- /dev/null
+++ b/eval_low_high_cost/text_val100_low_high_cost_latent_text_step5000_old9to1/run_inference_config.json
@@ -0,0 +1,20 @@
+{
+  "eval_inputs": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/val100_inputs.jsonl",
+  "checkpoint_path": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/models/Wan2.1-VACE-14B",
+  "output_dir": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/eval_low_high_cost/text_val100",
+  "num_rows": 100,
+  "height": 480,
+  "width": 832,
+  "num_frames": 17,
+  "num_inference_steps": 20,
+  "cfg_scale": 1.0,
+  "seed": 1,
+  "fps": 20,
+  "quality": 5,
+  "latent_memory_mode": "text",
+  "latent_memory_tokens": 4,
+  "latent_memory_hidden_dim": 0,
+  "latent_memory_scale": 1.0,
+  "latent_memory_init_std": 0.02,
+  "latent_memory_checkpoint": "/mnt/si002961ale4/default/lgy/shiying/low-high-new/out/edit_model_face_stage1/low_high_cost_8gpu_latent_text_continue_si/real_train_output/step-5000.safetensors"
+}