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+        "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.",
+        "seed": 28763,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_1/index_1588_seed_28763_dp_2_rank_4_sample_1_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
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+        "rank_in_group": 0,
+        "sample_idx_in_group": 1,
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+        "videoalign_local_overall": -1.925342915706382,
+        "videoalign_local_ta": 0.6725448827674056,
+        "videoalign_local_vq": -1.3190792400783058,
+        "avg": -0.6263990164694883
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+    {
+        "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.",
+        "seed": 28764,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_1/index_1588_seed_28764_dp_3_rank_6_sample_2_slot_0.mp4",
+        "sample_idx": 0,
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+        "videoalign_local_mq": -1.0398120157845196,
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+    {
+        "prompt": "dramatic overhead shot, the camera slowly tilting upward, begins at the glass and steel spire of a modern skyscraper. Against a gloomy, stormy sky, a massive, geometrically shaped alien mothership silently and majestically tears through the thick, rolling gray storm clouds. The vessel's sleek, dark metal hull gleams with an unearthly, iridescent sheen in the dim skylight. Its surface is covered in intricate, self-luminous blue patterns, like a giant circuit board, its structure seemingly undergoing minute, silent reconfigurations as it moves. With a slow, inexorable momentum, it majestically sweeps past the skyscraper's spire, its massive shadow instantly engulfing the cityscape below. As the vessel's energy field distorts the air as it passes, creating subtle ripples in the reflections on the spire's mirrored glass facade. The scene is imbued with an epic scale and a breathtaking, awe-inspiring stillness, creating the feeling of a grand and tense science fiction film.",
+        "seed": 28765,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_1/index_1588_seed_28765_dp_3_rank_6_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
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+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_vq": -1.2721541866880228,
+        "videoalign_local_ta": 0.3553302018231757,
+        "videoalign_local_overall": -2.0018897838656433,
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+        "avg": -0.8232797910212339
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+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_10/index_tensor([696, 696])_group_10_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.",
+        "seed": 3367,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_10/index_696_seed_3367_dp_20_rank_40_sample_0_slot_0.mp4",
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+        "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.",
+        "seed": 3368,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_10/index_696_seed_3368_dp_20_rank_40_sample_1_slot_1.mp4",
+        "sample_idx": 1,
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+    {
+        "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.",
+        "seed": 3369,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_10/index_696_seed_3369_dp_21_rank_42_sample_2_slot_0.mp4",
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+        "videoalign_local_vq": -1.072288218544225,
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+    {
+        "prompt": "In an extreme close-up, the camera seems fixed to the round headlight of a Porsche 911 rally car, shaking and vibrating violently as the car lurches across the track. The round glass lampshade is splattered with pixelated brown mud, while the car's vibrant red paint appears incredibly saturated under the bright, even, and nearly shadowless arcade lighting. Each violent jolt causes the entire image to momentarily lose focus before snapping back into focus, the camera following the dirt track composed of large, clearly visible square pixels, a blend of dark brown, ochre, and earthy yellow, forming a bumpy path. The entire world is rendered in a vibrant arcade art style, with color saturation pushed to extremes. The scenery on both sides of the track is stretched into horizontal, vibrant stripes of color at high speed, and all objects have a subtle, hard, pixelated outline around their edges, creating an atmosphere of high-speed, intense, and retro gaming excitement.",
+        "seed": 3370,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_10/index_696_seed_3370_dp_21_rank_42_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 10,
+        "rank_in_group": 1,
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+        "videoalign_local_overall": -3.4080596962416,
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+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_11/index_tensor([9375, 9375])_group_11_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.",
+        "seed": 29285,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_11/index_9375_seed_29285_dp_22_rank_44_sample_0_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
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+        "videoalign_local_ta": -0.8077902949723339,
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+        "videoalign_local_mq": 0.4068948664108319,
+        "videoalign_local_overall": -0.9309385857069015,
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+    {
+        "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.",
+        "seed": 29286,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_11/index_9375_seed_29286_dp_22_rank_44_sample_1_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 11,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 1,
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+        "videoalign_local_vq": -0.8984917245061399,
+        "videoalign_local_mq": 0.4068948664108319,
+        "videoalign_local_overall": -1.4354473716098974,
+        "avg": -1.1896489425622434
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+    {
+        "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.",
+        "seed": 29287,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_11/index_9375_seed_29287_dp_23_rank_46_sample_2_slot_0.mp4",
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+        "group_idx": 11,
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+        "videoalign_local_ta": -0.8000154253413478,
+        "videoalign_local_overall": -0.6390324341146962,
+        "avg": -0.719523929728022
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+    {
+        "prompt": "static, lingering close-up captures the portrait of strategist Zhou Yu, rendered entirely in the traditional and iconic ink painting style. Thick, decisive calligraphic brushstrokes saturated with deep black ink define the sharp edges and overlapping plates of his ornate battle armor, while lighter gray tones suggest its metallic sheen. His sharp, angular features are twisted into a grimace of deep, anguished frustration; his forehead is furrowed, his lips pressed into a thin, bloodless line, and the muscles in his jaw are visibly clenched in suppressed anger. His background, a rough, textured backdrop resembling rice paper, is painted with faint, abstract ink splashes, evoking a sense of inner turmoil. The lighting is high-contrast and dramatic, with the pure white of the unpainted paper creating harsh highlights on one side of his face and the sharp lines of his nose, while the other side is plunged into deep ink shadows. The camera remains completely still, holding this long, lingering shot, forcing the viewer to confront the raw, silent pain etched on the face, creating an intense and powerful psychological atmosphere filled with a deep sense of frustration.",
+        "seed": 29288,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_11/index_9375_seed_29288_dp_23_rank_46_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 11,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_mq": 0.49740243284338564,
+        "videoalign_local_vq": -0.6621284926143443,
+        "videoalign_local_ta": -0.316418534294017,
+        "videoalign_local_overall": -0.4811445940649756,
+        "avg": -0.3987815641794963
+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_12/index_tensor([3638, 3638])_group_12_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.",
+        "seed": 21357,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_12/index_3638_seed_21357_dp_24_rank_48_sample_0_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 12,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 0,
+        "videoalign_local_vq": -1.5958501568339563,
+        "videoalign_local_overall": -2.865659464690887,
+        "videoalign_local_ta": -0.7051620158433184,
+        "videoalign_local_mq": -0.5646472920136124,
+        "avg": -1.7854107402671027
+    },
+    {
+        "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.",
+        "seed": 21358,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_12/index_3638_seed_21358_dp_24_rank_48_sample_1_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 12,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 1,
+        "videoalign_local_vq": -1.7865918090407547,
+        "videoalign_local_overall": -3.3730774228819853,
+        "videoalign_local_ta": -0.6025337367143028,
+        "videoalign_local_mq": -0.9839518771269279,
+        "avg": -1.987805579798144
+    },
+    {
+        "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.",
+        "seed": 21359,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_12/index_3638_seed_21359_dp_25_rank_50_sample_2_slot_0.mp4",
+        "sample_idx": 0,
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+        "rank_in_group": 1,
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+        "videoalign_local_vq": -1.2999616257341164,
+        "videoalign_local_overall": -2.498741354938677,
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+        "videoalign_local_ta": -0.9749499920385335,
+        "avg": -1.7368456734886053
+    },
+    {
+        "prompt": "In a static, low-angle wide shot, a viscous, unstoppable torrent of incandescent magma slowly but surely intrudes from the right side of the frame, engulfing the dry, cracked, black earth in the foreground. The core of this magma glows a fiery white, while its surface is a dazzling orange-red fluid, covered by a thin, dark red crust that constantly tears and heals as it flows. As the magma front encounters the cold air, its shiny surface rapidly wrinkles and darkens. With a muffled crackling sound, it rapidly cools and solidifies into a vast expanse of rugged, porous black volcanic rock. Despite solidification, a dark red residual glow still pulses within the deep cracks of the newly formed rock, creating a dramatic contrast with the intense glow of the liquid magma advancing behind it. The scene is illuminated solely by the magma itself, casting dancing shadows amidst the steaming heat and thin sulfurous fumes, creating an apocalyptic atmosphere imbued with primal power, both majestic and awe-inspiring.",
+        "seed": 21360,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_12/index_3638_seed_21360_dp_25_rank_50_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 12,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_vq": -1.5719531389037196,
+        "videoalign_local_overall": -3.0966873672052886,
+        "videoalign_local_mq": -0.6905093765838825,
+        "videoalign_local_ta": -0.8342248517176865,
+        "avg": -1.9654561094614875
+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_13/index_tensor([7742, 7742])_group_13_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.",
+        "seed": 32494,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_13/index_7742_seed_32494_dp_26_rank_52_sample_0_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 13,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 0,
+        "videoalign_local_ta": -0.15470124596950766,
+        "videoalign_local_vq": -1.2113254137746932,
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+        "videoalign_local_mq": -1.1614315581782637,
+        "avg": -1.3410797319459862
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+    {
+        "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.",
+        "seed": 32495,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_13/index_7742_seed_32495_dp_26_rank_52_sample_1_slot_1.mp4",
+        "sample_idx": 1,
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+        "videoalign_local_mq": -1.0369836543335023,
+        "avg": -1.1766403549124125
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+    {
+        "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.",
+        "seed": 32496,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_13/index_7742_seed_32496_dp_27_rank_54_sample_2_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 13,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 2,
+        "videoalign_local_ta": 0.6352255085386727,
+        "videoalign_local_mq": -1.0398120157845196,
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+        "videoalign_local_overall": -1.7740667305951976,
+        "avg": -0.5694206110282625
+    },
+    {
+        "prompt": "An epic, one-shot, long take begins with a slowly ascending overhead angle, then shifts to a steady, circling motion around the subject. In the frame, the Monkey King, clad in an intricately carved suit of golden chain mail, intricately engraved with dragon and auspicious cloud motifs, hovers majestically above a swirling sea of clouds. He wears a phoenix-winged, purple-gold crown, two slender pheasant feathers trembling in the celestial winds. His scarlet cape flutters majestically behind him like a battle banner. His face is defiant, his fiery eyes gleaming with an unyielding radiance. His tightly pursed lips betray supreme majesty and confidence. In his powerful hands, he clutches the legendary Ruyi Jingu Bang. The black iron shaft reflects a deep metallic texture in the light, while the golden hoops at each end reflect a dazzling brilliance. As he slowly and leisurely circles, the camera moves in sync, revealing the boundless, layered clouds beneath his feet and the magnificent celestial palace faintly visible deep within them—its jade-like buildings, soaring eaves, and angled corners looming through the mist, appearing incredibly majestic and distant. Most strikingly, the thousand-foot-long golden rays of light, like divine swords, pierce the thick clouds, forming distinct, Tyndall-effect beams imbued with dust and spiritual particles, illuminating the Monkey King's golden armor with a gleaming brilliance. The interplay of light and shadow imbues the entire scene with an epic atmosphere of sacredness, aloofness, and immense power.",
+        "seed": 32497,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_13/index_7742_seed_32497_dp_27_rank_54_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 13,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_ta": 0.1811731220890887,
+        "videoalign_local_mq": -1.3099205343566722,
+        "videoalign_local_vq": -1.3590524337070653,
+        "videoalign_local_overall": -2.487799845974649,
+        "avg": -1.15331336194278
+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_14/index_tensor([7417, 7417])_group_14_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.",
+        "seed": 16577,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_14/index_7417_seed_16577_dp_28_rank_56_sample_0_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
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+        "rank_in_group": 0,
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+        "videoalign_local_vq": -1.0410048496173696,
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+        "videoalign_local_overall": -2.4309378917370985,
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+    {
+        "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.",
+        "seed": 16578,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_14/index_7417_seed_16578_dp_28_rank_56_sample_1_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 14,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 1,
+        "videoalign_local_vq": -1.2877958711514506,
+        "videoalign_local_ta": -0.04896301898809769,
+        "videoalign_local_overall": -2.5957689183779094,
+        "videoalign_local_mq": -1.2590100282383607,
+        "avg": -1.3223659686830034
+    },
+    {
+        "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.",
+        "seed": 16579,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_14/index_7417_seed_16579_dp_29_rank_58_sample_2_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 14,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 2,
+        "videoalign_local_vq": -1.339934819362876,
+        "videoalign_local_mq": -1.2222413293751357,
+        "videoalign_local_overall": -3.0994009805520317,
+        "videoalign_local_ta": -0.5372248318140201,
+        "avg": -1.818312906183026
+    },
+    {
+        "prompt": "shot, starting from a low angle and then gently tilting upward, captured a vast vortex of incandescent gas, swirling violently in the depths of space, illuminated by the hyper-realistic lighting and shadows rendered by Octane. These nebulous gases entwine and collide in complex hydrodynamic paths, forming a dynamic center of energy. Suddenly, a blue dragon, its scales gleaming with cosmic light, its majestic head bursts through the vortex's core, its golden eyes blazing with starlight scanning the void. Then, its slender, sinuous body rises from the vortex in a graceful and powerful gesture. Each deep emerald scale seems to envelop a miniature galaxy, aglow with a constantly shifting glow of deep purple, royal blue, and gold stardust. When it fully displays its sacred and majestic appearance, the surrounding nebula gas is stirred by its powerful energy, forming countless tiny, glowing energy threads and particle streams that entwine around its body, while the cosmic light on its scales interacts with the blazing light of the nebula, casting complex and ever-changing light and shadows on its smooth body. The whole picture presents a sense of grandeur and sacredness of the epic creation of the universe.",
+        "seed": 16580,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_14/index_7417_seed_16580_dp_29_rank_58_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 14,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_vq": -1.3555765038263037,
+        "videoalign_local_mq": -1.2165846064731012,
+        "videoalign_local_overall": -2.7952812090215895,
+        "videoalign_local_ta": -0.2231200987221847,
+        "avg": -1.5092006538718872
+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_15/index_tensor([3082, 3082])_group_15_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.",
+        "seed": 14008,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_15/index_3082_seed_14008_dp_30_rank_60_sample_0_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 15,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 0,
+        "videoalign_local_vq": -1.478972014593344,
+        "videoalign_local_mq": -0.3228223879516328,
+        "videoalign_local_ta": -0.24799968154133997,
+        "videoalign_local_overall": -2.049794084086317,
+        "avg": -1.1488968828138284
+    },
+    {
+        "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.",
+        "seed": 14009,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_15/index_3082_seed_14009_dp_30_rank_60_sample_1_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 15,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 1,
+        "videoalign_local_vq": -1.4268330663819186,
+        "videoalign_local_mq": -0.17857595394975026,
+        "videoalign_local_ta": -0.09250228892161944,
+        "videoalign_local_overall": -1.6979113092532883,
+        "avg": -0.8952067990874539
+    },
+    {
+        "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.",
+        "seed": 14010,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_15/index_3082_seed_14010_dp_31_rank_62_sample_2_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 15,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 2,
+        "videoalign_local_vq": -1.3138653452571634,
+        "videoalign_local_ta": -0.030303331873731226,
+        "videoalign_local_mq": -0.48545317138512784,
+        "videoalign_local_overall": -1.8296218485160223,
+        "avg": -0.9299625901948768
+    },
+    {
+        "prompt": "majestic low-angle shot begins, the camera slowly and steadily tilting upward from the heart of Venezuela's dense, emerald jungle, following the breathtaking descent of Angel Falls. A powerful, relentless stream of white, foaming water cascades down from the flat-topped summit of a massive, ancient cliff face. The water cascades relentlessly down the sheer, weathered rock face, a tapestry of dark gray and ochre covered with damp green moss. As the water plummets through the air, it atomizes into a vast, billowing cloud of fine mist, catching the bright, direct sunlight and creating delicate, shimmering rainbows near the base. The massive waterfall is surrounded by lush, vibrant tropical vegetation on the lower portion of the cliff, forming a dense canopy below, providing a stark, beautiful contrast between life and stone. Above, the scene is crowned by a vast, clear, intense azure sky, completely devoid of cloud, amplifying the spectacular spectacle. The entire scene is filmed on an epic scale, encapsulating the raw, untouched and awe-inspiring beauty of this world-famous landmark, creating an atmosphere that is both serene and incredibly powerful.",
+        "seed": 14011,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_15/index_3082_seed_14011_dp_31_rank_62_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 15,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_vq": -1.374694118170493,
+        "videoalign_local_ta": -0.23555989013176235,
+        "videoalign_local_mq": 0.03920787777858223,
+        "videoalign_local_overall": -1.5710461305236731,
+        "avg": -0.9033030103277178
+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_2/index_tensor([3771, 3771])_group_2_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
+        "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.",
+        "seed": 13325,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_2/index_3771_seed_13325_dp_4_rank_8_sample_0_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 2,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 0,
+        "videoalign_local_overall": -1.692168490850865,
+        "videoalign_local_vq": -1.0792400783057485,
+        "videoalign_local_mq": -0.2747402432843386,
+        "videoalign_local_ta": -0.3381881692607779,
+        "avg": -1.0151783300558215
+    },
+    {
+        "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.",
+        "seed": 13326,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_2/index_3771_seed_13326_dp_4_rank_8_sample_1_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 2,
+        "rank_in_group": 0,
+        "sample_idx_in_group": 1,
+        "videoalign_local_overall": 0.7801646648705335,
+        "videoalign_local_vq": -0.8220212671293825,
+        "videoalign_local_mq": 1.0913583375570197,
+        "videoalign_local_ta": 0.5108275944428963,
+        "avg": 0.6454961296567149
+    },
+    {
+        "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.",
+        "seed": 13327,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_2/index_3771_seed_13327_dp_5_rank_10_sample_2_slot_0.mp4",
+        "sample_idx": 0,
+        "ranks_per_group": 2,
+        "group_idx": 2,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 2,
+        "videoalign_local_overall": -0.8182065386123806,
+        "videoalign_local_ta": -0.030303331873731226,
+        "videoalign_local_mq": 0.4182083122149011,
+        "videoalign_local_vq": -1.2061115189535505,
+        "avg": -0.4242549352430559
+    },
+    {
+        "prompt": "static, low-angle, medium shot captures a dormant robot, slumped lifelessly across a heavy diagnostic chair. Its humanoid form, composed of a combination of polished white polymer panels and exposed gunmetal-gray mechanical joints, is completely devoid of tension. Its head tilts forward, its chin resting almost on its chest. Unlit optical sensors give its face a blank, serene expression. Its arms hang limply, fingers slightly curled. From a circular, translucent panel in the center of its chest, a soft, ethereal blue light pulsates with a slow, steady rhythm, like the beat of a sleeping heart. This rhythmic glow, the sole source of significant illumination, casts dynamic, soft-edged highlights across the robot's metal surface and immerses the surrounding cluttered studio in deep, shifting shadows. The overall atmosphere is one of profound stillness and contemplative quiet, a moment of suspended animation within a high-tech sanctuary.",
+        "seed": 13328,
+        "video_path": "./outputs/yw002-1-sage-baseline/rl_samples/0000022/group_2/index_3771_seed_13328_dp_5_rank_10_sample_3_slot_1.mp4",
+        "sample_idx": 1,
+        "ranks_per_group": 2,
+        "group_idx": 2,
+        "rank_in_group": 1,
+        "sample_idx_in_group": 3,
+        "videoalign_local_overall": 0.841173667980272,
+        "videoalign_local_ta": 0.3491103061183869,
+        "videoalign_local_mq": 1.2723734704221272,
+        "videoalign_local_vq": -0.7803101085602421,
+        "avg": 0.5951419870493295
+    }
+]

outputs/yw002-1-sage-baseline/rl_samples/0000022/group_3/index_tensor([3184, 3184])_group_3_rewards.json

@@ -0,0 +1,62 @@
+[
+    {
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