Upload model artifacts excluding evaluation and reward caches (part 4)

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006179_长.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4000,0.9400,0.8200]],"visual_evidence":"长横由左下向右上斜行，左端位置较低，右端位置较高，笔画整体呈明显的上扬走势。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔过程中保持斜向推进，笔锋随势上提，至右端收束，形成由左下向右上伸展的长横形态。"},{"type":"bifa","bbox":[[0.2700,0.4800,0.7500,1.0000]],"visual_evidence":"笔画从右上方向左下方延伸，行进方向逐渐向左下倾斜，末端收窄并形成尖锐的收笔。","technique":[{"name":"左下斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下方运行，笔锋在斜向行进中逐渐收束，末端顺势提锋收尖，形成向左下倾斜的笔画走势。"},{"type":"bifa","bbox":[[0.5600,0.6900,1.0000,1.0000]],"visual_evidence":"笔画从左上方向右下方延伸，笔身逐渐加宽，末端形成较大的黑色块面并收于右下角。","technique":[{"name":"右下重","type":"力度变化"}],"technical_explanation":"该笔画起笔后向右下方运行，行笔过程中逐渐加重按笔，使笔锋铺开并形成较宽的笔身，至末端保持较重的力度收束，形成右下方向的厚重形态。"}],"overall_comment":"整字以长横的上扬走势和右下笔画的厚重收束为主要视觉特征，长横由左下向右上斜行，形成明显的横向动势；左下斜笔向左下延伸，与右下重笔形成方向上的呼应，使字形在斜向展开中保持平衡。笔画粗细和收放变化清晰，右下笔画的厚重与长横的舒展相互制衡，使整字既有行书的流动感，又具有稳定的支撑感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006195_羊.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"visual_evidence":"上部多道横向笔画的起端位置不齐，有的起端较尖，有的起端较厚，横向笔画的长度和倾斜方向也各有不同。","technique":[{"name":"起笔参差","type":"笔画形态"}],"technical_explanation":"各横向笔画起笔时入纸位置、切入角度和铺毫程度不同，起笔后随即向右运行，形成长短、方向和端部形态各异的笔画。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"visual_evidence":"上部横向笔画的右端形态不一，有的呈尖收，有的呈圆收，有的带有回转或顿挫。","technique":[{"name":"收笔各异","type":"笔画形态"}],"technical_explanation":"各横向笔画行至末端时，分别以提锋、顿收、回锋或直接收束等方式结束，使收笔处形成不同的外轮廓和收势。"},{"type":"bifa","bbox":[[0.3523,0.3750,0.6364,1.0000]],"visual_evidence":"下部竖画自横画下方垂直延伸，笔画中段较粗，向下逐渐变细，末端收成尖锋。","technique":[{"name":"悬针竖","type":"笔画形态"}],"technical_explanation":"竖画起笔后向下直行，行笔过程中逐渐提锋收束，末端以尖锋出锋，形成上部较厚、下端尖锐的悬针形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部多道横向笔画上下排列。","相邻横向笔画之间的留白大小不一。"],"feature":"横距不等","description":"上部横向笔画之间的距离不相等。","effect":"使上部空间形成疏密变化，避免横画排列过于整齐。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部���态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同。","effect":"增强上部笔画的节奏变化和动态感。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.9455,0.4883]],"evidence":["上部横向笔画的起端和收端位置不齐。","横向笔画的长度、倾斜方向和粗细存在差异。"],"feature":"形态各异","description":"上部横向笔画在长度、方向和端部形态上各有不同

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006196_景.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3164,1.0000,0.5625]],"visual_evidence":"横画由左侧向右上方延伸，左端位置较低，右端位置较高，整体呈明显的右上斜势。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔方向逐渐抬高，笔锋在保持横向推进的同时向右上展开，收笔处顺势收束，形成上扬的长横形态。"},{"type":"zifa","bbox":[[0.2188,0.0000,0.8125,0.4102]],"evidence":["上部构件的左右边界集中在字形中部偏左区域","上部构件的横向宽度明显小于下部主体"],"feature":"窄","description":"上部构件横向收窄，左右边界集中。","effect":"使上部显得紧凑，与下部较宽的主体形成收放对比。"},{"type":"zifa","bbox":[[0.2188,0.3750,0.8750,0.8008]],"evidence":["下部主体的左右边界向两侧展开","下部主体的横向宽度明显大于上部构件"],"feature":"宽","description":"下部主体横向展开，占据较大的横向空间。","effect":"扩大下部空间，使字形下部显得开张稳定。"},{"type":"zifa","bbox":[[0.1953,0.7461,0.3652,0.9785],[0.4141,0.8984,0.6250,1.0000],[0.7734,0.7344,0.9922,0.9316]],"evidence":["左下点位于字形底部偏左位置","中下点位于字形底部中央偏右位置","右下点位于字形底部偏右位置","三点沿底部横向分布，彼此之间留有间隔"],"feature":"三点分布均匀","description":"下部三点分别位于底部左右两侧及中央偏右位置，横向分布较为均衡。","effect":"使底部空间分布均衡，增强整字的稳定感和节奏感。"}],"overall_comment":"整字以中部上扬的长横贯穿上下，横画由左向右逐渐抬高，形成鲜明的斜向动势。上部构件横向收窄，下部主体横向展开，宽窄对比使字形由上而下呈现收放变化；下部三点沿底部均匀分布，既保持横向平衡，又与上扬长横形成方向上的呼应。紧凑的上部、开张的下部和均衡的底部空间共同构成稳定而富有节奏的整体轮廓。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006210_表.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3333,0.5801,0.9643]],"visual_evidence":"笔画由字形中部斜向左下延伸，行程较长，线条整体较细，末端逐渐变尖。","technique":[{"name":"撇画细长","type":"笔画形态"}],"technical_explanation":"该撇画起笔后向左下持续运行，行笔过程中控制提按幅度，使线条保持较细的宽度，并以较长的行程向左下舒展，末端逐渐收尖。"},{"type":"bifa","bbox":[[0.4785,0.3667,1.0000,1.0000]],"visual_evidence":"笔画从字形中部向右下延伸，中后段明显加宽，末端向右展开并形成较厚的收束。","technique":[{"name":"捺画厚重","type":"笔画形态"}],"technical_explanation":"该捺画由中部向右下运行，行进中逐渐加按，使笔毫铺开、线条增厚；至末端再调整笔锋向右送出，形成宽厚而舒展的捺脚。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部笔画集中在字形中部，横向占幅较小。","下部撇画向左下伸展，捺画向右下伸展，整体轮廓明显宽于上部。"],"feature":"上收下放","description":"上部笔画集中收束，下部笔画向左右下方展开。","effect":"形成上部紧凑、下部开张的空间对比，增强整字的动势和稳定性。"}],"overall_comment":"整字以细长的撇画和厚重的捺画形成鲜明的粗细、长短对比：撇画由中部向左下长距离伸展，线条较细且末端尖收；捺画向右下运行，中后段逐渐加宽，末端厚重舒展。结体上部笔画集中收束，下部左右展开，与撇捺的伸展方向相互呼应，使字形在上紧下松的空间分布中保持重心稳定，并形成向左右下方展开的动势。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006211_正.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0547,0.0000,0.6836,0.2045]],"visual_evidence":"上部横画由左向右延伸，整体略向右上倾斜，笔画中段较细，右端明显增厚并呈圆钝状。","technique":[{"name":"横画上扬","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔方向略向右上抬升，笔锋在行进中保持铺展，至右端逐渐加重并收束，形成上扬的横势。"},{"type":"bifa","bbox":[[0.0000,0.2927,0.2578,0.8355]],"visual_evidence":"左侧竖画自上而下延伸，外轮廓呈弧形，下部向内收拢，末端圆厚。","technique":[{"name":"竖画内收","type":"笔画形态"}],"technical_explanation":"该竖画起笔后向下运行，行笔过程中逐渐向字内侧收拢，笔锋随弧势调整方向，至下部收笔处形成内敛的轮廓。"},{"type":"bifa","bbox":[[0.0000,0.6750,0.8594,1.0000]],"visual_evidence":"下部横画横向展开，笔画宽厚，墨色饱满，左右两端均有明显收束。","technique":[{"name":"横画厚重","type":"力度变化"}],"technical_explanation":"该横画起笔后铺毫向右运行，行笔过程中保持较大的按压力度，使笔画充分展开；至末端逐渐收锋，形成宽厚而稳定的横势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部横画独立位于字形上方，与下部主体之间留有明显空白。","下部主体由左侧竖画、中部笔画和右侧弧形笔画组成，整体占据字形中下部。"],"feature":"上下结构","description":"整字分为上部横画和下部主体，上下两部分在纵向空间上相互分隔。","effect":"形成明确的上下层次，使字形具有清晰的空间分区和稳定的纵向支撑。"}],"overall_comment":"整字以上部横画的上扬、左侧竖画的内收和下部横画的厚重为主要视觉特征。上部横画略向右上倾斜，与下部主体之间留有空白，形成上下结构的层次；左侧竖画向内收拢，下部横画宽厚铺展，使下部轮廓较为稳定。笔画的粗细变化、方向变化与留白共同形成上部舒展、下部厚重的节奏，整体字形重心稳定，具有较强的力度感和空间层次感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006216_虚.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3594,0.2500,1.0000]],"visual_evidence":"左侧长笔自上而下延伸，中段较粗，下段逐渐收窄，末端形成尖锐的斜向出锋。","technique":[{"name":"出锋","type":"笔锋控制"}],"technical_explanation":"该笔画由上部入纸后向下运行，行进中保持较充实的笔势，至末端逐渐提锋并顺势送出，使笔毫收拢，形成尖锐的出锋。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,0.9570]],"evidence":["上部横向笔画向左右展开，横向占幅较大。","下部主体集中在上部横向范围之内，左右边界较为收束。"],"feature":"上宽下窄","description":"整字上部横向展开较宽，下部主体相对收窄。","effect":"形成上部舒展、下部收束的空间层次，使整字在横向开张中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,0.9570]],"evidence":["上部横向笔画与下部主体之间留有清晰间隔。","下部主体内部的笔画和留白分布较为集中。"],"feature":"疏密对比","description":"上部横向展开处与下部主体内部形成疏密对比。","effect":"使整字空间具有开合变化，增强层次感和节奏感。"}],"overall_comment":"左侧长笔以出锋收束，末端由粗渐细并形成尖锐斜势，使下部左侧具有明确的收放节奏。整字上部横向笔画展开较宽，下部主体相对收窄，形成上宽下窄的整体轮廓；上部横向空间与下部主体内部的疏密对比，又使字内留白呈现开合变化。宽展的上部提供横向张力，收束的下部维持重心稳定，出锋的尖锐走势则为整字增添利落感和动势。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006219_听.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画横向伸展，整体略向右上倾斜，左端较细，右端较厚，笔画中段保持连续。","technique":[{"name":"横画舒展","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔过程中保持笔锋稳定，线条逐渐展开，收笔处略作收束，形成横向舒展的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的右端明显增厚，末端呈圆钝状，与左侧较细的起笔形成粗细对比。","technique":[{"name":"顿笔","type":"运笔过程"}],"technical_explanation":"该横画行至右端时，笔锋稍作停驻并加重按压，使末端墨迹聚拢，形成顿笔后的厚实收束。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，向右延伸时逐渐增厚，右端明显宽于左端。","technique":[{"name":"由细到粗","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，笔锋向右运行时逐渐加按，使线条由细转粗，至右端形成较厚的收笔。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该横画起笔时用笔较轻，向右运行时逐渐加重，使左端较轻、右端较重，形成明显的轻重变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.8867,0.1875]],"visual_evidence":"顶部横画的左端细长，右端较厚，笔画整体略向右上倾斜。","technique":[{"name":"左轻右重","type":"力度变化"}],"technical_explanation":"该

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006226_善.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4472,1.0000,0.7656]],"visual_evidence":"横画由左侧向右贯穿字形，横向跨度大，右端明显伸出主体部分，整体略向右上倾斜。","technique":[{"name":"长横舒展","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右持续铺毫运行，行笔方向略向右上，中段保持较长的横向伸展，至右端逐渐收束，形成舒展的长横形态。"},{"type":"zifa","bbox":[[0.2852,0.0000,0.6582,0.2500]],"evidence":["上部笔画集中在字形中轴附近","上部横向占幅较窄"],"feature":"上部收紧","description":"上部笔画集中于字形上方，横向占幅较小。","effect":"使字形上部显得紧凑，为下部的横向展开形成收放对比。"},{"type":"zifa","bbox":[[0.2207,0.5972,0.7910,1.0000]],"evidence":["下部主体集中在字形中轴附近","下部横向占幅小于长横"],"feature":"下部收紧","description":"下部笔画集中于字形下方，横向占幅较小。","effect":"使下部形成收束，与上部的收紧相互呼应。"},{"type":"zifa","bbox":[[0.0000,0.4472,1.0000,0.7656]],"evidence":["长横横贯字形左右","长横右端明显伸出下部主体"],"feature":"右伸","description":"长横向右伸展，右端超出下部主体。","effect":"增强整字向右展开的动势，并扩大横向空间。"}],"overall_comment":"整字以舒展的长横为主要视觉特征，横画由左向右贯穿并略向右上倾斜，右端明显伸出下部主体，形成鲜明的横向动势。上部和下部均集中于中轴附近，横向占幅较小，与长横的大幅右伸构成收放对比。下部笔画围合出较大的内部留白，使紧凑的主体与开张的长横相互制衡，整字因而兼具收束感、横向张力和稳定的重心。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006276_容.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3267,0.4902,0.9731]],"visual_evidence":"笔画由中部向左下方斜行，整体轴线较直，左右边缘基本平行，末端逐渐变细并呈尖状。","technique":[{"name":"直","type":"笔画形态"}],"technical_explanation":"该笔画起笔后沿左下方向稳定运行，行笔方向保持明确，笔锋随斜势持续铺开，至末端逐渐提锋收束，形成直而尖锐的斜向笔画。"},{"type":"bifa","bbox":[[0.2246,0.3267,1.0000,1.0000]],"visual_evidence":"笔画从字形中部向右下方延伸，横向跨度大，中后段明显加宽，末端向右伸出并呈尖收。","technique":[{"name":"伸展","type":"运笔过程"}],"technical_explanation":"该笔画由中部向右下运行时逐步按锋铺毫，使笔画中后段增宽；行至右端后调整笔锋并顺势向右送出，收笔处逐渐提锋，形成向右充分伸展的长势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部横画与下部主体之间留有清晰空白。","下部主体内部的斜向笔画与横向笔画相互穿插，形成较密的笔画区域。"],"feature":"疏密对比","description":"整字上部与下部之间留白较多，下部主体笔画集中，形成疏与密的对比。","effect":"疏密对比使整字空间层次分明，疏处透气，密处凝聚，增强节奏变化。"}],"overall_comment":"整字以左下斜向笔画的“直”和右下长笔的“伸展”形成主要动势：前者方向明确、边缘较直，后者横向跨度大、中后段宽厚并尖收，使下部左右展开。上部横画与下部主体之间留白较多，下部笔画则集中穿插，疏密对比使空间层次清楚；直势与伸展方向相互配合，既保持下部的稳定支撑，又形成向左右舒展的节奏，整体呈现开张而有收放变化的行书形态。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006285_初.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.1250,0.6035,0.5625]],"visual_evidence":"笔画由左下向右上斜行，左端较细，中段逐渐增粗，右端形成较厚的收束形态。","technique":[{"name":"提画","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上运行，行笔过程中逐渐提锋，使笔画由细转粗再收束，形成上扬而有力度的提画形态。"},{"type":"bifa","bbox":[[0.0000,0.3571,0.3555,0.8750]],"visual_evidence":"笔画从右上向左下斜行，线条较细，末端收尖，整体方向明确。","technique":[{"name":"撇画","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下运行，行笔过程中逐渐提锋，使线条由粗转细，末端收尖，形成斜向伸展的撇画。"},{"type":"bifa","bbox":[[0.2578,0.3571,0.4102,1.0000]],"visual_evidence":"笔画自上而下垂直延伸，线条较粗，末端呈圆钝收束。","technique":[{"name":"竖画","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向下运行，行笔过程中保持笔锋稳定，线条逐渐加粗，末端收锋，形成垂直而厚重的竖画。"},{"type":"bifa","bbox":[[0.3750,0.3571,0.7891,0.9875]],"visual_evidence":"笔画由右上向左下斜行，线条较粗，末端收尖，方向明确。","technique":[{"name":"撇画","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下运行，行笔过程中逐渐提锋，使线条由粗转细，末端收尖，形成斜向伸展的撇画。"},{"type":"bifa","bbox":[[0.5781,0.2625,1.0000,1.0000]],"visual_evidence":"笔画由左上向右下斜行，线条较粗，末端呈圆钝收束。","technique":[{"name":"竖画","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向下运行，行笔过程中保持笔锋稳定，线条逐渐加粗，末端收锋，形成垂直而厚重的竖画。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["字形上部笔画分布较疏，留白较多。","字形下部笔画集中，黑色区域面积较大。"],"feature":"上松下紧","description":"上部笔画较为疏朗，下部笔画较为紧密。","effect":"形成上部舒展、下部凝聚的空间对比，增强整字的稳定感。"}],"overall_comment":"整字以提画、撇画和竖画的粗细变化及方向变化为主要视觉特征，提画向右上伸展，撇画向左下斜行，竖画垂直下行，形成纵横交错的笔画关系。上部笔画分布较疏，留白较多，下部笔画集中，黑色区域面积较大，形成“上松下紧”的空间对比。这种疏密变化使整字在上部保持舒展，在下部获得凝聚和稳定，同时斜向笔画的伸展又增强了动势和节奏感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006294_所.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,1.0000,0.3400]],"visual_evidence":"顶部横画横向伸展，中段略呈弧势，右端较厚，整体墨色连续，边缘有轻微起伏。","technique":[{"name":"用笔轻盈","type":"力度变化"}],"technical_explanation":"该笔画以较轻的按压力度入纸，行笔时保持笔锋平稳运行，转折处略作调整，收笔处稍加按顿，使笔画在轻重变化中保持连贯。"},{"type":"bifa","bbox":[[0.1400,0.4200,0.2800,0.9200],[0.2700,0.2300,0.4700,0.9400],[0.5000,0.3000,0.9900,0.6200],[0.6600,0.4500,0.8200,1.0000]],"visual_evidence":"字内四笔的粗细、长短和方向差异明显：左侧两笔较细且呈斜向，中间竖向笔画较粗，右侧横画较宽，右下竖向笔画粗重并向下延伸。","technique":[{"name":"用笔轻重变化","type":"力度变化"}],"technical_explanation":"该技法通过提按转换控制笔锋运行的力度：较轻处提锋收束，较重处按锋铺毫，使各笔在行进中形成粗细、长短和方向上的变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["顶部横画横向展开，覆盖字内主体。","字内笔画分布于顶部横画下方，整体重心位于字形中部偏上。"],"feature":"字势平稳","description":"字形整体保持平稳的态势。","effect":"使整字在笔画轻重变化中仍具有稳定感。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["顶部横画横向伸展，覆盖字内主体。","字内笔画分布于顶部横画下方，整体重心位于字形中部偏上。"],"feature":"字势平稳","description":"字形整体保持平稳的态势。","effect":"使整字在笔画轻重变化中仍具有稳定感。"}],"overall_comment":"整字以顶部横画的轻盈用笔和字内四笔的轻重变化形成主要节奏：顶部横画横向舒展，中段略呈弧势，右端稍厚；字内笔画则通过粗细、长短和方向的差异形成疏密变化。顶部横画覆盖主体，字内笔画分布于其下，整体重心保持在中部偏上，使轻重变化不致破坏字势的平稳。粗细对比与横向伸展共同增强了整字的节奏感和空间层次，同时维持了楷书字形的稳定与清晰。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006302_登.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.4805,0.8571]],"visual_evidence":"左部笔画由上方向左下斜行，线条粗细有变化，转折处轮廓较方，末端向左下伸展。","technique":[{"name":"方折","type":"笔画形态"}],"technical_explanation":"该笔画行进至转折处时，笔锋先按住并调整方向，再折向下行，转折处不作圆转，形成明确的方折轮廓；随后继续向左下运行，使方折与斜向笔势连贯。"},{"type":"bifa","bbox":[[0.4570,0.0000,1.0000,0.5952]],"visual_evidence":"右上笔画由上部向右下斜行，线条逐渐加宽，末端向右伸展，整体呈长弧形。","technique":[{"name":"伸展","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右下运行，行笔过程中逐渐铺毫并延长行程，至末端顺势向右送出，使笔画充分展开，形成舒展的长势。"},{"type":"bifa","bbox":[[0.2441,0.8333,0.7109,1.0000]],"visual_evidence":"底部笔画横向展开，线条较粗，左右两端均有收束，整体呈平缓的弧形。","technique":[{"name":"平稳","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔保持较稳定的按压力度，转折处收束笔锋，末端略作收放，使横向笔势平稳展开。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画向左下伸展，右部笔画向右下展开。","左右两部分之间留有较大的空白区域。"],"feature":"左右开张","description":"左右两部分分别向左右方向展开，形成开张的外部轮廓。","effect":"增强整字的横向张力和空间感。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部笔画向左右两侧伸展，下部笔画集中在字形中部。","左右两部分之间留有较大的空白区域。"],"feature":"上宽下窄","description":"上部笔画向左右展开，下部笔画相对集中，形成上宽下窄的轮廓。","effect":"形成上部舒展、下部收束的空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左右两部分之间留有较大的空白区域。","下部笔画集中在字形中部，与上部展开的笔画形成疏密对比。"],"feature":"疏密对比","description":"上部笔画向左右展开，下部笔画相对集中，形成疏密对比。","effect":"增强整字的空间层次和节奏变化。"}],"overall_comment":"整字以方折、伸展和平稳的笔画形态为主，左部斜向笔画在转折处形成明确的方折轮廓，右上笔画向右下充分伸展，底部笔画则横向平稳展开。结体上，左右两部分分别向左右方向开张，上部笔画较宽，下部笔画相对集中，形成上宽下窄的轮廓；左右之间较大的留白与下部较密的笔画分布构成疏密对比。方折的刚劲、伸展的舒放和底部的平稳相互配合，使整字既有横向张力，又保持下部的稳定感，空间层次和节奏变化较为鲜明。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006307_政.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0875,0.4375,0.4000]],"visual_evidence":"左上横向笔画由左向右延伸，整体略向右上倾斜，右端位置高于左端。","technique":[{"name":"稍斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔方向略向右上抬升，笔锋在横向推进中保持连续，收笔处顺势收束，形成稍斜的横向形态。"},{"type":"bifa","bbox":[[0.0000,0.4750,0.1758,1.0000]],"visual_evidence":"左侧竖向笔画自上而下延伸，下端向左下伸出，末端呈尖锐收束。","technique":[{"name":"出钩","type":"运笔过程"}],"technical_explanation":"该笔画先向下运行，至下端调整笔锋并转向左下，随后提锋出钩，使竖画末端形成向左伸出的钩势。"},{"type":"bifa","bbox":[[0.2930,0.3000,1.0000,1.0000]],"visual_evidence":"右下斜向笔画由中部向右下延伸，跨度较大，末端接近字形右缘，整体呈舒展的长势。","technique":[{"name":"伸展","type":"笔画形态"}],"technical_explanation":"该笔画从字形中部向右下运行，行笔过程中逐渐放开笔势，笔锋持续向右下送出，至末端收锋，形成向右伸展的长势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，横向和纵向占幅较小。","右侧笔画向右下延伸，右下长笔接近字形右缘，横向占幅明显大于左侧。"],"feature":"左窄右宽","description":"整字左右两部分的横向占幅不等，左侧收窄，右侧展开。","effect":"形成左右宽窄对比，使整字在不对称中保持稳定，并增强向右展开的动势。"}],"overall_comment":"整字以稍斜的左上横画、左侧竖画的出钩和右下长笔的伸展为主要笔势特征：左上横画略向右上抬升，左侧竖画下端向左伸出，右下长笔则向右下大幅展开，形成方向上的呼应与节奏变化。结体上左窄右宽，左侧笔画集中，右侧笔画向右下延伸，使左右空间形成明显的宽窄对比。斜势、钩势与伸展长势共同强化了整字的动势，而左侧的收束又对右侧的展开形成平衡，整体呈现舒展而不失稳定、开张而有节奏的楷书形态。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006312_去.txt

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+{"regions":[{"type":"bifa","bbox":[[0.3809,0.0000,0.5801,0.5357]],"visual_evidence":"竖画上端呈尖细形态，向下逐渐增粗，笔画主体纵向延伸，左右边缘随下行略有变化。","technique":[{"name":"尖入","type":"笔锋控制"}],"technical_explanation":"该笔画以笔锋尖端切入纸面，起笔处收束而尖，随后逐渐按锋铺毫，使笔画由细转粗并向下运行，形成上端尖锐、下部较厚的竖向形态。"},{"type":"bifa","bbox":[[0.0000,0.3571,1.0000,0.7071]],"visual_evidence":"横画横贯字形中部，长度明显超过其他笔画，左右两端均向外伸展，整体略向右上倾斜。","technique":[{"name":"伸展","type":"笔画形态"}],"technical_explanation":"该笔画起笔后持续向右运行，行笔过程中保持较长的横向行程，笔锋随势铺开，至右端逐渐收束，使横画形成充分向左右展开的长势。"},{"type":"bifa","bbox":[[0.1563,0.5357,0.6875,1.0000]],"visual_evidence":"下部笔画由左下向右上斜行，中段较宽，右端逐渐收窄，末端呈尖锐形态。","technique":[{"name":"上扬","type":"运笔过程"}],"technical_explanation":"该笔画由左下向右上运行，行笔时逐渐提锋并收束笔毫，使笔画中段保持厚度而末端趋于尖细，形成向右上方扬起的走势。"},{"type":"bifa","bbox":[[0.6250,0.6786,0.9258,0.9821]],"visual_evidence":"右下点画位于下部笔画右侧，整体向右下倾斜，上端较尖，中下部较宽，末端收拢。","technique":[{"name":"右下倾斜","type":"笔画形态"}],"technical_explanation":"该笔画从左上向右下运行，笔锋在下行过程中逐渐按铺，形成较宽的中下部，随后收锋，使点画呈现向右下倾斜的斜势。"}],"overall_comment":"整字以中部横画的充分伸展形成最显著的横向张力，竖画由尖细起笔逐渐增粗，与长横构成纵横交错的骨架。下部笔画向右上扬起，右下点画则向右下倾斜，两者方向相反，使下部空间产生开合变化。长横的舒展、竖画的厚重以及下部斜向笔画的收放共同形成清晰的节奏，整字重心稳定而动势鲜明，呈现舒展、劲健的行书形态。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006327_睦.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.1000,0.3700,0.9100]],"visual_evidence":"左部外框的竖向笔画自上而下延伸，左右边界较为平直，转折处轮廓清楚，整体呈方整形态。","technique":[{"name":"方","type":"笔画形态"}],"technical_explanation":"该笔画起笔后保持较稳定的行笔方向，转折处收束笔锋并调整锋面，使外轮廓形成明确的方折形态；行笔过程中控制提按幅度，使竖向笔画保持厚实而方整。"},{"type":"bifa","bbox":[[0.3700,0.0000,0.8600,0.4800]],"visual_evidence":"右部上方的竖向笔画与横向笔画相接，转折处轮廓清楚，横竖方向转换明确，整体呈方整形态。","technique":[{"name":"方","type":"笔画形态"}],"technical_explanation":"该笔画在转折处收束笔锋并调整锋面，使横竖方向转换明确；行笔过程中保持稳定的提按幅度，使转折处形成方整的外轮廓。"},{"type":"bifa","bbox":[[0.3700,0.4300,0.5900,0.6600]],"visual_evidence":"右部中段的斜向笔画由右上向左下延伸，笔画较粗，末端收束，方向明确。","technique":[{"name":"撇","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下运行，行笔过程中逐渐收束笔锋，使笔画由较粗转为较细，末端形成明确的收笔形态。"},{"type":"bifa","bbox":[[0.3700,0.6000,0.8300,0.8000]],"visual_evidence":"右部中下段的斜向笔画由右上向左下延伸，笔画较粗，末端收束，方向明确。","technique":[{"name":"撇","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下运行，行笔过程中逐渐收束笔锋，使笔画由较粗转为较细，末端形成明确的收笔形态。"},{"type":"bifa","bbox":[[0.3700,0.7800,1.0000,1.0000]],"visual_evidence":"右部最下方的横向笔画向右延伸，笔画较粗，末端收束，方向明确。","technique":[{"name":"捺","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔过程中逐渐收束笔锋，使笔画由较粗转为较细，末端形成明确的收笔形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部与右部之间留有清晰的空白区域","左右两部分的笔画分布较为均衡","整字外轮廓呈左右并列的结构"],"feature":"左右结构","description":"整字由左部和右部并列组成，左右两部分之间留有空白，整体结构较为均衡。","effect":"左右结构使整字形成稳定的横向分布，左右两部分相互呼应，整体视觉效果较为均衡。"}],"overall_comment":"整字以方整的转折和明确的笔画方向为主要视觉特征，左部外框的竖向笔画和右部上方的横竖转折均呈方整形态，中下段的撇、捺笔画则以较粗的笔画向左下或右下运行，形成方向明确的收束。左右结构使整字左右并列，笔画分布较为均衡，左右两部分之间留有清晰的空白，整体视觉效果稳定而有节奏。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006337_奉.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3203,0.4400,0.7988]],"visual_evidence":"笔画由字形中部斜向左下延伸，行进方向明确，笔身较粗，末端逐渐收尖。","technique":[{"name":"撇的角度","type":"笔画形态"}],"technical_explanation":"该撇由中部向左下运行，笔锋沿斜向轨迹持续铺开，行笔中保持较稳定的按势，至末端逐渐提锋收束，形成明确的左下斜势。"},{"type":"bifa","bbox":[[0.4400,0.3203,1.0000,0.7305]],"visual_evidence":"笔画从字形中部向右下延伸，跨度较大，中后段逐渐加宽，末端圆厚并略向右上收起。","technique":[{"name":"捺的角度","type":"笔画形态"}],"technical_explanation":"该捺由中部向右下运行，笔锋随行进方向逐步铺开，中后段加重并延长，末端略作提收，使笔画形成舒展的右下斜势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部横画集中在字形中部，横向范围较窄。","下部撇捺分别向左下和右下展开，覆盖范围明显大于上部。"],"feature":"上收下放","description":"上部笔画集中收束，下部撇捺向两侧放开。","effect":"形成上部紧凑、下部开张的空间对比，增强整字的稳定感与舒展感。"}],"overall_comment":"整字以撇、捺的斜向展开为主要动势：撇由中部向左下运行，捺向右下舒展，两者形成方向相对、长度不一的开张轮廓。上部横画集中收束，下部撇捺大幅放开，使字形呈现上紧下松、上收下放的空间关系。粗重的中段与末端收尖、圆厚的捺尾相互对照，既保持下部的稳定支撑，又使左右动势鲜明，整体节奏舒展而有张力。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006341_姑.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.2200,0.5000,0.7500]],"visual_evidence":"左部横向笔画由左下向右上斜行，右端与中部竖向笔画相接，连接处墨迹连续，没有明显断开。","technique":[{"name":"连写","type":"运笔过程"}],"technical_explanation":"该笔画起笔后顺势向右上运行，行至与中部竖向笔画交接处不完全停断，笔锋随势调整方向并继续向右送行，使横向笔画与竖向笔画在运笔过程中自然衔接。"},{"type":"bifa","bbox":[[0.4500,0.5200,0.9500,1.0000]],"visual_evidence":"右部下方笔画由左上向右下斜行，至右端转向下方，底部横向延伸较长，末端收拢。","technique":[{"name":"捺画","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右下运行，行进中逐渐按笔铺毫，使笔画由细转粗；至右端调整笔锋转向下方，再向左收束，形成斜向展开而底部横向延伸的捺画形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在字形左侧，横向占幅较窄。","右部笔画向右展开，横向占幅明显大于左部。"],"feature":"左窄右宽","description":"左右两部分的横向占幅不等，左部收窄，右部展开。","effect":"形成左右宽窄对比，使整字在不对称中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部最高点低于右部最高点。","左部最低点高于右部最低点。"],"feature":"左低右高","description":"左右两部分的上下位置不齐，左部位置较低，右部位置较高。","effect":"形成高低错落的空间关系，增强整字的动势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布相对疏朗。","右部笔画交叠较多，内部留白相对紧密。"],"feature":"左疏右密","description":"左右两部分的笔画疏密不同，左部较为疏朗，右部较为紧密。","effect":"形成疏密对比，使左右空间具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画主要集中在字形左侧，右部笔画向右侧展开。","左右两部分之间存在明显的横向空间分隔。"],"feature":"左右结构","description":"整字由左、右两个相对独立的部分组成。","effect":"使整字结构清楚，左右部分各自形成不同的空间形态。"}],"overall_comment":"整字以左部的连写和右部的捺画为主要笔法表现：左部横向笔画向右上斜行并与竖向笔画连续衔接，形成流动的行笔节奏；右部捺画由左上向右下展开，底部横向延伸，增强了下部的承托感。结体上，左右结构明确，左窄右宽、左低右高、左疏右密，使两部分在不对称的空间分布中形成高低错落和疏密变化。连写带来的连续动势与右部捺画的厚重展开相互配合，使整字既有行书的流动感，又保持了右部较稳定的支撑。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006352_同.txt

@@ -0,0 +1 @@
+{"regions":[{"type":"bifa","bbox":[[0.1074,0.0000,0.9570,0.2656]],"visual_evidence":"上部横画由左向右延伸，整体略向右上倾斜，笔画中段较宽，右端与右侧竖向笔画相接。","technique":[{"name":"横画上扬","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔方向略向右上抬升，笔锋保持铺展，至右端与竖向笔画衔接，形成上扬的横势。"},{"type":"bifa","bbox":[[0.0000,0.2988,0.2188,0.9668]],"visual_evidence":"左侧竖向笔画自上而下延伸，整体较粗，末端向左下收拢，笔画边缘较为厚实。","technique":[{"name":"竖画厚重","type":"笔画形态"}],"technical_explanation":"该竖画起笔后向下运行，笔锋持续铺开并保持较大的着纸面积，行笔过程中力量较为稳定，收笔处略作收束，形成厚重的竖向笔画。"},{"type":"zifa","bbox":[[0.2051,0.3477,0.6836,0.8594]],"evidence":["内部构件位于整字中下部","内部构件四周留有较明显的空白空间"],"feature":"内部居中","description":"内部构件处于整字中下部，位置较为居中，与外围笔画形成明确的空间关系。","effect":"使整字重心稳定，内部空间分布较为均衡。"}],"overall_comment":"整字以横画上扬和竖画厚重为主要视觉特征，上部横画略向右上抬升，左侧竖向笔画粗重下行，形成横向舒展与纵向支撑的对比。内部构件居中，四周留白较为均衡，使笔画的粗细变化和方向变化不致破坏整体重心。上扬的横势带来向上的动势，厚重的竖画和居中的内部空间则增强了整字的稳定感，整体呈现出舒展、稳重而富有节奏的楷书形态。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006381_静.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3008,0.5508,0.5527]],"visual_evidence":"笔画由字形中部向左下方延伸，横向跨度较大，左端明显伸出主体轮廓，整体呈左低右高的斜势。","technique":[{"name":"左伸","type":"笔画形态"}],"technical_explanation":"该笔画从字形中部向左下方运行，行笔过程中保持较长的横向伸展，至左端逐渐收束，使笔画形成向左舒展的形态。"},{"type":"bifa","bbox":[[0.5742,0.0000,0.8359,0.3906]],"visual_evidence":"右上部笔画由上方向右下倾斜，继而转向左下，转折处轮廓较方，笔画粗细变化明显。","technique":[{"name":"方折","type":"运笔过程"}],"technical_explanation":"该笔画先向右下运行，至转折处调整笔锋方向，再向左下折行；转折时保持较明确的换向，使折角形成方整而有棱角的轮廓。"},{"type":"bifa","bbox":[[0.6348,0.5469,0.8203,1.0000]],"visual_evidence":"右部竖画自中下部向下延伸，纵向长度较大，末端收窄并形成尖锐的下垂形态。","technique":[{"name":"下伸","type":"笔画形态"}],"technical_explanation":"该笔画由上部转入竖向后持续向下运行，行笔保持纵向伸展，末端逐渐收锋，使竖画形成向下延伸的长势。"},{"type":"zifa","bbox":[[0.2051,0.3711,0.5508,0.8906]],"evidence":["左部竖向笔画集中在字形中部偏左区域。","左部笔画之间的横向距离较窄，内部留白较小。"],"feature":"左部紧凑","description":"左部笔画集中于较小范围内，笔画之间距离较近，整体空间较为收束。","effect":"使左部显得紧密集中，增强字形的稳定感和凝聚感。"},{"type":"zifa","bbox":[[0.5352,0.2949,1.0000,1.0000]],"evidence":["右部笔画向左右两侧展开，横向跨度较大。","右部内部留白较多，笔画之间距离较宽。"],"feature":"右部舒展","description":"右部笔画向左右及上下方向展开，笔画之间的空间较为开阔。","effect":"使右部显得开张舒展，与左部的紧凑形成空间对比。"}],"overall_comment":"整字以左伸、方折和下伸为主要笔法表现：左部笔画向左下方舒展，右上转折轮廓方整，右部竖画则向下延伸，形成横向与纵向的伸展关系。结体上，左部笔画集中、空间紧凑，右部笔画展开、留白较宽，左右形成明显的疏密和收放对比；左部的稳定与右部的开张相互制衡，使整字既有向左、向下的动势，又保持整体重心的稳定，呈现出紧凑中见舒展、方整中见流动的行书节奏。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006396_坚.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0391,0.1953,0.7969]],"visual_evidence":"左侧竖画自上而下延伸，主体方向接近垂直，左右轮廓总体平直，末端略向内收。","technique":[{"name":"直","type":"笔画形态"}],"technical_explanation":"该竖画起笔后将笔锋调正，沿近于垂直的方向稳定下行，行笔中控制提按幅度，使笔画主体保持直势，末端略作收束。"},{"type":"bifa","bbox":[[0.2344,0.7891,1.0000,1.0000]],"visual_evidence":"底部横画横向伸展，中段位置略高，右端明显下垂，末端轮廓较厚。","technique":[{"name":"下压","type":"力度变化"}],"technical_explanation":"该横画行至右端时加重按笔，使笔锋向下沉压，随后收束笔势，形成右端下坠而厚实的收笔形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧竖画与中部笔画之间留有较宽空白。","中部笔画与右侧笔画之间留有较宽空白。","左右两部分之间没有完全封闭。"],"feature":"左右间距大","description":"左右两部分之间保留较大的间隔。","effect":"使左右部分彼此疏朗，空间层次清楚。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧竖画与中部笔画之间留有较宽空白。","中部笔画与右侧笔画之间留有较宽空白。","左右两部分之间没有完全封闭。"],"feature":"左右间距大","description":"左右两部分之间保留较大的间隔。","effect":"使左右部分彼此疏朗，空间层次清楚。"}],"overall_comment":"左侧竖画以近于垂直的直势稳定左部，底部横画向右伸展并在末端下压，形成明确的横向支撑。左右两部分之间保留较大的空白，笔画虽有粗重块面，但未相互挤迫，因而疏密层次清楚；底部横画的横向展开又加强了整字的稳定感。直竖、下压收笔与左右间距共同形成刚健而开张的整体轮廓。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006397_持.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3281,0.3555,0.8203]],"visual_evidence":"笔画由左下向右上斜行，左下端较宽，向右上逐渐收窄，末端尖锐。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上运行，行进中逐渐提锋收束，使笔画由较宽处向尖细处过渡，形成上扬的斜势。"},{"type":"bifa","bbox":[[0.1328,0.1074,0.3555,0.9277]],"visual_evidence":"竖画自上而下贯穿左侧，主体方向接近垂直，左右边缘总体平直，下端略向右收。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后调正笔锋，沿近于垂直的方向稳定下行，行笔中保持锋路集中，至下端略作收束，形成直正的竖势。"},{"type":"bifa","bbox":[[0.5078,0.0000,0.7266,0.4785]],"visual_evidence":"竖画位于右部上方，自上而下延伸，主体方向接近垂直，左右轮廓较为平直。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后调正笔锋，沿近于垂直的方向稳定下行，行笔中控制锋路不偏，形成直正的竖势。"},{"type":"bifa","bbox":[[0.5078,0.4160,0.9531,1.0000]],"visual_evidence":"竖画位于右部下方，自上而下延伸，主体方向接近垂直，左右轮廓较为平直，下端向左收。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后调正笔锋，沿近于垂直的方向稳定下行，行笔中保持锋路集中，至下端略作收束，形成直正的竖势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部竖画与右部竖画之间留有明显空白。","左右两部分的笔画没有相互穿插或粘连。"],"feature":"左右不连","description":"左右两部分彼此分离，中间留有空白。","effect":"使左右两部分界限清楚，空间分布疏朗。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部竖画位于字形左侧，右部竖画位于字形右侧。","左右两部分的竖向笔画分别形成独立的纵向支撑。"],"feature":"左右对称","description":"左右两部分在字形中形成相对的分布关系。","effect":"使整字左右分布均衡，形成稳定的视觉重心。"}],"overall_comment":"整字以直正的竖画和上扬的斜画形成鲜明的纵横对比：左侧竖画贯穿上下，右部三处竖画方向接近垂直，提供稳定的纵向支撑；左下斜画由宽渐窄并向上收束，使左侧轮廓具有向上的动势。左右两部分彼此不连，中间留白清楚，同时左右竖画分别位于两侧，形成相对均衡的分布。直正竖势维持了整字的稳定感，上扬斜势和左右留白则增强了空间的开张与节奏变化，使字形在稳定中保有明确的方向感和疏朗感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006399_操.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.7559,0.9655]],"visual_evidence":"字形上部至中部的多条粗重笔画相互穿插，笔画之间距离较近，局部形成连续的黑色块面。","technique":[{"name":"笔画密集","type":"笔画形态"}],"technical_explanation":"相邻笔画在行进中保持较近的间距，笔锋连续运行并及时衔接，使上部至中部的笔画集中交叠，形成密集的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.7559,0.9655]],"visual_evidence":"上部至中部的粗重笔画向左下、右下及斜向方向伸展，笔画之间存在明显的穿插和方向变化。","technique":[{"name":"方向多变","type":"运笔过程"}],"technical_explanation":"笔锋在运行中不断调整行进方向，通过连续转向和斜向运行形成多变的笔画走向，使上部至中部的笔画呈现丰富的方向变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.7559,0.9655]],"visual_evidence":"上部至中部的笔画粗细不一，部分笔画较粗，部分笔画较细，笔画之间存在明显的粗细对比。","technique":[{"name":"粗细对比","type":"力度变化"}],"technical_explanation":"笔锋在运行中通过提按变化调整着纸力度，较重按笔形成粗重笔段，较轻提笔形成较细笔段，从而形成粗细对比。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.7559,0.9655]],"visual_evidence":"上部至中部的笔画在交接处形成连续的黑色块面，笔画之间没有明显的断开，整体呈现连续的运行状态。","technique":[{"name":"连贯","type":"运笔过程"}],"technical_explanation":"笔锋在笔画之间保持连续运行，通过提按和转向衔接相邻笔段，使上部至中部的笔画形成连贯的运行状态。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.7559,0.9655]],"visual_evidence":"上部至中部的笔画在交接处形成连续的黑色块面，笔画之间没有明显的断开，整体呈现连续的运行状态。","technique":[{"name":"连贯","type":"运笔过程"}],"technical_explanation":"笔锋在笔画之间保持连续运行，通过提按和转向衔接相邻笔段，使上部至中部的笔画形成连贯的运行状态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["字形上部至中部的笔画集中交叠，黑色块面较多。","下部笔画相对分散，留白面积较大。"],"feature":"上密下疏","description":"上部至中部的笔画较为密集，下部笔画相对疏朗。","effect":"形成上部紧密、下部疏朗的空间对比，使整字具有疏密变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空���对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上动下静","description":"上部至中部的笔画较为密集且方向多变，下部笔画相对疏朗。","effect":"形成上部动态、下部相对静态的空间对比，使整字具有动静变化和空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部至中部的笔画向左下、右下及斜向方向伸展。","下部笔画相对分散，留白面积较大。"],"feature":"上

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006428_图.txt

@@ -0,0 +1 @@
+{"regions":[{"type":"bifa","bbox":[[0.0000,0.1602,0.1855,0.9004]],"visual_evidence":"左侧竖画自上而下延伸，整体粗厚，中段墨色充实，末端略向内收并呈圆钝状。","technique":[{"name":"饱满","type":"笔画形态"}],"technical_explanation":"该竖画起笔后保持较充分的按笔，使笔毫铺开并持续向下运行，行笔中维持充实的墨量，末端略作收束，形成饱满厚实的竖画形态。"},{"type":"bifa","bbox":[[0.2188,0.0000,1.0000,1.0000]],"visual_evidence":"外框上部横向笔段向右伸展，右上转角外轮廓呈明显折角，右侧竖向笔段粗重而近于垂直。","technique":[{"name":"方","type":"笔画形态"}],"technical_explanation":"该笔画横向运行至右上转角时略作停驻并调整笔锋方向，随即折向下行，转折处不作圆转，使外框转角形成明确的方折轮廓。"},{"type":"zifa","bbox":[[0.1172,0.2656,0.8203,0.7813]],"evidence":["内部笔画集中在外框中上部至中下部。","内部笔画与外框之间保留了较宽的空白区域。"],"feature":"内部靠上","description":"内部笔画整体安排在外框的上半部，与外框下部之间留有较多空白。","effect":"使内部空间上聚下疏，形成上部充实、下部舒展的空间层次。"}],"overall_comment":"左侧竖画粗厚饱满，外框右上转角以明确的方折形成刚硬轮廓，二者共同强化了整字的力度感。内部笔画整体靠上，与外框下部之间形成较宽留白，使上部笔画较为集中、下部空间较为舒展；这种疏密分布与外框的厚重形态相互配合，使整字在稳定中保有空间层次和节奏变化。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006448_鼓.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.7700,0.4500,1.0000]],"visual_evidence":"左下部横向笔画由左向右延伸，整体略向右上倾斜，笔画中段较厚，右端逐渐收窄。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔方向逐渐抬高，笔锋在推进中保持铺毫，至右端收束，形成向右上方扬起的笔势。"},{"type":"bifa","bbox":[[0.5000,0.7000,1.0000,1.0000]],"visual_evidence":"右下部笔画由中部向右下方延伸，横向跨度较大，末端宽厚并略向上收起。","technique":[{"name":"伸展","type":"笔画形态"}],"technical_explanation":"该笔画从字形中部向右下方铺毫运行，行笔逐渐放开，笔锋持续向右送出，末端略作收束，形成舒展的长势。"},{"type":"zifa","bbox":[[0.0000,0.0000,0.4500,1.0000]],"evidence":["左部上、中、下各层笔画之间均留有清晰间隔。","各层笔画的横向位置和纵向层次相互错落，没有完全重叠。"],"feature":"间距适中","description":"左部各层笔画之间保持适中的距离，层次分布较为清楚。","effect":"使左部层次分明，空间疏密协调，整体节奏平稳。"},{"type":"zifa","bbox":[[0.4200,0.0000,1.0000,1.0000]],"evidence":["右部上方笔画集中在字形中部偏右区域。","右部下方笔画向右下方大幅展开，横向跨度明显大于上方。"],"feature":"上收下放","description":"右部上方笔画收拢，下方笔画向右下方伸展。","effect":"形成上部紧凑、下部开张的空间对比，增强整字的动势和稳定性。"}],"overall_comment":"整字以左部适中的间距和右部上收下放的组织为主要结构特征，左部各层笔画层次清楚，右部上方集中而下方向右舒展。左下笔画略向右上扬起，右下笔画大幅向右下伸展，二者在方向和长度上的差异形成鲜明的动势；同时，左部的疏密协调与右部下部的开张相互配合，使整字既有横向展开的力度，又保持整体重心的稳定。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006464_左.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.8398,1.0000]],"visual_evidence":"撇画自字形上部贯穿至左下角，纵向跨度大，主体宽厚，末端逐渐变细并呈尖锋。","technique":[{"name":"撇画较长","type":"笔画形态"}],"technical_explanation":"该撇由上部入笔后向左下持续运行，行笔距离较长，中段保持较宽的笔势，至末端逐渐提锋收束，形成修长而尖锐的收笔。"},{"type":"bifa","bbox":[[0.5781,0.4160,0.9766,0.5957],[0.4531,0.8008,1.0000,1.0000]],"visual_evidence":"右部上方横画与下方横画均呈横向展开，笔画中段较厚，边缘圆转，末端收束。","technique":[{"name":"横画圆润","type":"笔画形态"}],"technical_explanation":"横画行笔时保持笔锋稳定，转折处不作尖锐顿挫，收笔时逐渐收锋，使笔画外缘形成圆转饱满的形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["撇画由上部向左下延伸，覆盖字形左侧较大范围。","右部笔画集中在字形右侧，与长撇形成左右分区。"],"feature":"撇长右收","description":"撇画向左下伸展较长，右部笔画相对收束。","effect":"形成左展右收的空间对比，使整字动势鲜明而重心稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["撇画贯穿字形上部至左下，形成明显的斜向支撑。","右部横画与竖向笔画集中于右侧，整体轮廓较为紧凑。"],"feature":"左斜右正","description":"左侧撇画斜向伸展，右侧笔画相对端正。","effect":"斜正相济，使整字既有斜向动势，又保持右侧的稳定感。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["撇画由上部向左下延伸，覆盖字形左侧较大范围。","右部笔画集中在字形右侧，整体轮廓较为紧凑。"],"feature":"左放右收","description":"左侧笔画向外伸展，右侧笔画相对收束。","effect":"形成左右开合对比，使整字空间分布富有张力。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["撇画由上部向左下延伸，覆盖字形左侧较大范围。","右部笔画集中在字形右侧，整体轮廓较为紧凑。"],"feature":"左放右收","description":"左侧笔画向外伸展，右侧笔画相对收束。","effect":"形成左右开合对比，使整字空间分布富有张力。"}],"overall_comment":"整字以较长的撇画为主要动势，撇画由上部贯穿至左下，宽厚而末端尖收，形成鲜明的斜向支撑；右部横画圆润，笔画集中收束，与长撇的外放形成左右对照。结体上，左侧斜向伸展、右侧相对端正，左放右收的空间关系使字形既有开张的动势，又保持右侧的稳定感。长撇的纵向跨度与右部紧凑笔画共同构成疏密和收放对比，使整字节奏鲜明，整体轮廓在斜正相济中显得稳健而富有张力。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006480_漆.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4200,0.1500,0.9500]],"visual_evidence":"左侧笔画由上部横向段转入下行段，转折处轮廓较方，下行部分粗厚，末端向左下收尖。","technique":[{"name":"方折","type":"笔画形态"}],"technical_explanation":"该笔画横向行笔至转折处稍作按顿，随即调整笔锋并折向下行，转折不作圆转，使外轮廓形成明确的方角；下行时保持较实的按势，末端逐渐收束。"},{"type":"bifa","bbox":[[0.0000,0.3700,0.5200,0.9500]],"visual_evidence":"长撇自字形中部斜向左下伸展，笔画由粗渐细，末端收成尖锋，整体呈明显的左下方向。","technique":[{"name":"撇的角度","type":"笔画形态"}],"technical_explanation":"该撇由中部向左下运行，笔锋随行进方向逐渐调整，中段保持较实的按势，末段逐步提锋收束，使长撇形成明确的斜向角度和尖锐收笔。"},{"type":"bifa","bbox":[[0.5000,0.4600,1.0000,0.8200]],"visual_evidence":"右下笔画由中部向右下延伸，前段较窄，中后段明显加宽，末端向右收尖，横向跨度较大。","technique":[{"name":"捺的角度","type":"笔画形态"}],"technical_explanation":"该捺由中部向右下运行，笔锋先以较轻的按势铺开，随后逐渐加重并向右展开，形成由窄到宽的弧势；末段提锋向右送出，使收笔保持尖势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["字形上部笔画集中于中部，横向占幅较小。","下部左侧长撇与右侧捺画分别向左下和右下伸展，横向占幅明显增大。"],"feature":"上收下放","description":"上部笔画集中收束，下部笔画向左右展开。","effect":"形成上部紧凑、下部开张的空间对比，增强整字的舒展感和动势。"}],"overall_comment":"左侧笔画以方折形成明确的转折轮廓，长撇由中部向左下斜出并逐渐收尖，右下捺画则向右下展开，由窄渐宽后收尖，两者共同构成左右分张的下部动势。上部笔画集中于中部，下部撇捺大幅伸展，形成“上收下放”的空间关系；方折的刚硬、长撇的斜势与捺画的宽展相互配合，使整字既有上部的凝聚感，又有下部的开张感，节奏鲜明而动势舒展。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006485_罗.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.8594,0.3398]],"visual_evidence":"上部笔画横向展开，右端明显增厚并向下弯转，转折处轮廓圆厚，随后形成向左下延伸的粗重笔段。","technique":[{"name":"顿笔","type":"力度变化"}],"technical_explanation":"该笔画行至右端时先按锋停驻，使笔毫充分铺开，再调整锋向向下转行；按顿形成的厚重转折与随后的下行笔势相接，使右端呈现饱满而有支撑力的形态。"},{"type":"bifa","bbox":[[0.3889,0.2051,0.5361,1.0000]],"visual_evidence":"中部竖画自上而下贯穿字形，主体方向接近垂直，左右边缘总体平直，下端逐渐收窄并形成尖锋。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该竖画起笔后将笔锋调整至中锋，沿近于垂直的方向稳定下行，行笔中控制提按幅度，使主体保持直挺；下段逐渐收束，末端以提锋出尖，形成明确的纵向支撑。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部笔画横向展开，左右两侧均有明显伸展。","中部竖画贯穿上下，左右笔画围绕其分布。","下部笔画集中在竖画右侧，左侧留白相对开阔。"],"feature":"字形呈三角形","description":"整字外轮廓由上部横向展开、中部纵向贯通和下部向右收聚的笔画关系共同构成三角形。","effect":"使整字在横向舒展与纵向贯通之间形成稳定而有张力的整体轮廓。"}],"overall_comment":"上部笔画以顿笔形成饱满厚重的右端转折，中部竖画直正下行并贯穿上下，构成整字明确的纵向支撑；下部笔画向右收聚，与左侧相对开阔的留白形成疏密对照。上部横向展开、中部纵向贯通、下部向右收束的组织关系共同形成三角形字形，使整字既有稳定的重心，又保持行书笔势的流动与节奏变化。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006490_槐.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.2000,0.3200,0.4400]],"visual_evidence":"左部横向笔画由左向右伸展，整体略向右上倾斜，笔画中段较细，右端与竖向笔画相接。","technique":[{"name":"横画上扬","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔方向逐渐抬高，笔锋在运行中保持提按变化，使横画形成向右上扬起的走势，收笔处与竖向笔画衔接自然。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.3200,1.0000]],"visual_evidence":"左部竖向笔画自上而下贯穿字形，笔画粗细变化明显，下段向左下伸展，末端呈尖锐收束。","technique":[{"name":"竖画顿挫","type":"运笔过程"}],"technical_explanation":"该竖画起笔后向下运行，行笔过程中通过提按和停顿形成顿挫变化，笔锋在转折处调整方向，收笔时逐渐提锋，使竖画具有明显的粗细变化和收放节奏。"},{"type":"bifa","bbox":[[0.3000,0.0000,0.8500,0.9200]],"visual_evidence":"右部笔画由上部横向笔画向下延伸，转折处形成明显的折角，竖向笔画粗壮，末端向左下伸展。","technique":[{"name":"转折方硬","type":"笔画形态"}],"technical_explanation":"该笔画在转折处通过顿笔和折锋完成方向转换，转折后保持较稳定的按笔力度，使折角清晰、笔画边缘方整，形成方硬的转折形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在字形左侧，右部笔画集中在字形右侧","左右两部分之间留有清晰的空白区域","左右部分的笔画方向和伸展范围相互对应"],"feature":"左右结构","description":"整字由左部和右部两部分组成，左右部分各自独立展开，同时保持整体协调。","effect":"左右结构使整字形成明确的分区和空间层次，增强字形的稳定感与节奏感。"}],"overall_comment":"整字以横画上扬、竖画顿挫和转折方硬为主要笔法特征，横画向右上伸展，竖画粗细变化明显，转折处形成清晰的折角，使笔画具有强烈的提按节奏和方向变化。左右结构将字形分为两部分，左右笔画相互呼应，留白分布较为均衡，整体呈现出方整、稳健而富有动势的视觉效果。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006495_县.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.5250,0.5352,0.8125]],"visual_evidence":"笔画由左侧向右上方斜行，左端位置较低，右端位置较高，整体呈明显上扬走势。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，笔锋随势上行并保持连贯，收笔处顺势收束，形成向右上扬起的斜势。"},{"type":"bifa","bbox":[[0.4551,0.1458,0.8594,0.7625]],"visual_evidence":"笔画从右上方向左下方斜行，右上端较粗，向左下延伸时逐渐变细，末端收尖。","technique":[{"name":"左下出锋","type":"笔锋控制"}],"technical_explanation":"该笔画由右上向左下运行，行进中逐渐提锋，使笔画由粗转细，至左下端顺势出锋，锋尖收束，形成尖锐的末端。"},{"type":"zifa","bbox":[[0.1367,0.0000,0.4883,0.6458]],"evidence":["左部上段的横向笔画与竖向笔画相交，形成较密的内部空间。","左部下段的横向笔画与竖向笔画之间留有较大的空白。"],"feature":"上密下疏","description":"左部内部空间呈上密下疏的分布。","effect":"形成上部紧密、下部疏朗的空间节奏。"},{"type":"zifa","bbox":[[0.1074,0.6250,0.2734,1.0000],[0.2051,0.6000,0.4043,1.0000],[0.3477,0.6250,0.5273,0.8958],[0.5156,0.6625,0.6445,0.9458],[0.6250,0.5250,0.7695,1.0000],[0.7773,0.6375,1.0000,0.9375]],"evidence":["下部左右两侧各有一处独立的点状笔画。","中部偏左、偏右及右侧各有一处独立的点状笔画。","这些点状笔画沿字形下部横向分布。"],"feature":"下部点画","description":"字形下部分布有多个点状笔画。","effect":"使下部形成点画分布的节奏和层次。"}],"overall_comment":"整字以斜向笔画的上扬和左下出锋为主要动势，左部上段笔画交叠较密，下段留白相对疏朗，形成由密到疏的空间变化；下部点画沿横向分布，与上部斜向笔画相互呼应。粗细变化、尖锐收束和疏密对比共同增强了整字的节奏感与动势，同时下部点画的分布也使字形在斜势中保持稳定。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006502_陪.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.2143,0.1563,1.0000]],"visual_evidence":"左侧竖画自上而下延伸，整体接近垂直，笔画中段较厚，末端略向左下收尖。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后保持笔锋向下运行，行笔方向稳定，中段按笔形成较厚的竖势，末端略作收束，使竖画保持直正而有分量。"},{"type":"bifa","bbox":[[0.1953,0.3357,1.0000,0.6457]],"visual_evidence":"横画由左向右伸展，右端明显加粗并形成厚重的收笔块面，末端轮廓圆钝。","technique":[{"name":"顿收","type":"运笔过程"}],"technical_explanation":"该笔画向右运行至末端时逐渐加按，使笔毫铺开并形成较厚的收笔块面，随后停驻收锋，形成顿挫明确的收笔形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧竖画独立成列，右侧主体笔画集中分布。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧独立竖画与右侧主体笔画共同构成左右结构。","effect":"左右分区明确，使整字在独立竖势与横向展开之间形成稳定的空间关系。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧竖画纵向延伸，右侧主体笔画横向展开。","左右部分的笔画分布和留白形成明显的纵横对比。"],"feature":"横纵对比","description":"整字以左侧竖向笔画与右侧横向展开的主体笔画形成横纵对比。","effect":"纵横方向的相互制约使字形既有纵向支撑，又有横向舒展的动势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧竖画与右侧主体之间留有较大的纵向空白。","右侧主体内部笔画之间留有大小不一的空白。"],"feature":"疏朗","description":"整字各部分之间保留较多空白，笔画分布不作过度拥挤。","effect":"疏朗的空间分布使整字显得开阔、通透，并增强笔画之间的节奏感。"}],"overall_comment":"整字以左侧直正的竖画建立纵向支撑，右侧主体则通过横向伸展的笔画形成主要动势；横画末端顿收，使右部收笔厚重而明确。左右结构分区清楚，横纵方向相互制约，同时各部分之间保留较多空白，形成疏朗的空间感。直正的竖势与横向展开的主体共同维持整字的稳定，而顿收和粗细变化又带来清晰的节奏与力度变化，使字形在开阔中保持沉着、厚重的楷书风貌。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006510_侈.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.4375,0.5352]],"visual_evidence":"左部斜向长笔由上方向左下方延伸，笔身宽厚，末端收窄，整体呈明显的斜向走势。","technique":[{"name":"斜切","type":"笔锋控制"}],"technical_explanation":"该笔画起笔以斜向切入，笔锋迅速铺开后沿左下方向运行，行笔中保持较宽的笔身，至末端逐渐收束，形成斜向伸展而末端尖锐的形态。"},{"type":"bifa","bbox":[[0.1133,0.3320,0.3164,0.8633]],"visual_evidence":"左部竖向笔画自上而下延伸，笔身较粗，末端呈圆钝收束，没有尖锐出锋。","technique":[{"name":"回锋","type":"笔锋控制"}],"technical_explanation":"该笔画下行至末端时，笔锋先向笔画内部回转，再收拢锋毫，使收笔处形成圆厚而不散的末端，避免锋尖直接外露。"},{"type":"bifa","bbox":[[0.4258,0.0000,1.0000,1.0000]],"visual_evidence":"右部多条笔画在上、中、下部相互穿插，转折处墨迹连续，笔画之间没有明显断开。","technique":[{"name":"连写","type":"运笔过程"}],"technical_explanation":"该技法在右部各笔之间连续运笔，笔锋随方向转换不断调整，转折处顺势衔接，使相邻笔画形成连贯的书写节奏。"},{"type":"bifa","bbox":[[0.4258,0.0000,1.0000,1.0000]],"visual_evidence":"右部笔画由上至下分布，各段方向和长度不一，转折处粗细变化明显，末端有尖锐收束。","technique":[{"name":"一波三折","type":"运笔过程"}],"technical_explanation":"该技法在右部连续行笔时多次改变运行方向，通过提按和转向形成起伏变化，转折处收放交替，使笔画在连续运行中呈现多次曲折的形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在字形左侧，右部笔画集中在字形右侧。","左右两部分之间留有清晰的空白间隔。"],"feature":"左右结构","description":"整字由左部和右部两部分并列组成，左右之间保持明确的分区。","effect":"形成左右分区清楚的整体框架，使字形在并列中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部斜向长笔向左下方伸展，右部笔画向右下方展开。","左右两部分的外轮廓分别向两侧打开。"],"feature":"字势开张","description":"整字左右两部分向外展开，笔画方向和空间分布具有明显的开张态势。","effect":"增强整字的舒展感和动势，使字形显得开阔而富有张力。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部竖向笔画与右部笔画之间留有较大的空白。","右部多条笔画相互穿插，内部空间较为紧密。"],"feature":"左疏右密","description":"左部笔画分布较为疏朗，右部笔画集中穿插，形成左右疏密对比。","effect":"形成疏密对照，使整字在开张中具有空间层次和节奏变化。"}],"overall_comment":"整字以左部斜向长笔的斜切和竖向笔画的回锋形成明确的起收变化，右部则通过连写和一波三折的连续转向，使多条笔画在穿插中保持流动节奏。结体采用左右结构，左右两部分向外展开，形成开张的字势；同时左部留白较多，右部笔画集中，构成左疏右密的空间对比。斜向伸展的笔画与左右分区相互配合，使整字既有舒展的动势，又保持清楚的结构层次和稳定的整体轮廓。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006536_微.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4102,0.1855,0.7441]],"visual_evidence":"左侧斜向笔画由右上向左下延伸，笔身较粗，末端收窄并呈尖锐形态。","technique":[{"name":"撇似剑","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下运行，行笔逐渐收束，末端提锋出尖，形成斜向伸展、尖锐利落的形态，如剑锋般利落。"},{"type":"bifa","bbox":[[0.0547,0.6582,0.1758,0.9375]],"visual_evidence":"左下独立笔画纵向下行，笔身较粗，末端圆钝，没有尖锐出锋。","technique":[{"name":"收笔圆","type":"笔画形态"}],"technical_explanation":"该笔画下行至末端时逐渐收束，笔锋回转并以较缓的提按完成收笔，使末端形成圆钝饱满的轮廓。"},{"type":"bifa","bbox":[[0.3809,0.6445,1.0000,1.0000]],"visual_evidence":"右下长笔由中部向右下延伸，笔身宽厚，末端逐渐收窄并形成尖锐出锋。","technique":[{"name":"捺似刀","type":"笔画形态"}],"technical_explanation":"该笔画由中部向右下运行，行笔过程中逐渐铺毫加重，至末端提锋出锋，形成宽厚而尖锐的出锋形态，如刀锋般利落。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画向右下展开。","左右两部分之间留有较大的空白区域。"],"feature":"左右结构","description":"整字由左侧和右侧两部分组成，左右笔画分布于字形两侧。","effect":"左右分区明确，形成横向展开的字形轮廓。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画数量较少，右侧笔画数量较多。","右侧笔画向右下延伸，占据较大的横向空间。"],"feature":"左小右大","description":"左侧部分所占空间较小，右侧部分所占空间较大。","effect":"形成左右大小对比，使整字重心偏向右侧。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画分布较疏，右侧笔画分布较密。","右侧长笔向右下伸展，扩大了字形的横向范围。"],"feature":"左疏右密","description":"左侧空间较为疏朗，右侧笔画较为集中。","effect":"疏密对比增强空间层次，使字形在疏朗与紧密之间形成节奏。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在较小范围内，右侧笔画向右下展开。","右侧长笔形成明显的右下方向动势。"],"feature":"左收右放","description":"左侧笔画收束，右侧笔画向外展开。","effect":"收放对比使整字具有向右下展开的动势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画数量较少，右侧笔画数量较多。","右侧长笔向右下伸展，扩大了字形的横向范围。"],"feature":"左小右大","description":"左侧部分所占空间较小，右侧部分所占空间较大。","effect":"形成左右大小对比，使整字重心偏向右侧。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画分布较疏，右侧笔画分布较密。","右侧长笔向右下伸展，扩大了字形的横向范围。"],"feature":"左疏右密","description":"左侧空间较为疏朗，右侧笔画较为集中。","effect":"疏密对比增强空间层次，使字形在疏朗与紧密之间形成节奏。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在较小范围内，右侧笔画向外展开。","右侧长笔形成明显的右下方向动势。"],"feature":"左收右放","description":"左侧笔画收束，右侧笔画向外展开。","effect":"收放对比使整字具有向右下展开的动势。"}],"overall_comment":"整字以左侧撇似剑、左下收笔圆、右下捺似刀的笔画形态形成鲜明对比：左侧斜笔尖锐利落，左下笔画圆钝收束，右下长笔宽厚伸展，末端尖锐，使左右两侧在形态上形成收放与轻重对照。结体上，左右结构明确，左小右大、左疏右密、左收右放，右侧笔画数量较多且向右下展开，扩大了横向空间并形成主要动势；左侧相对收束，与右侧的放展相互制衡。疏密、大小和收放关系共同构成清晰的空间层次，使整字既有向右下展开的动势，又保持左右分区明确、重心稳定的整体轮廓。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006557_乂.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.5957,0.9600]],"visual_evidence":"笔画由右上向左下斜行，上段较窄，中段逐渐增宽，左下端收窄并呈尖锐形态。","technique":[{"name":"由细到粗","type":"力度变化"}],"technical_explanation":"该笔画起笔较轻，笔锋向左下运行时逐渐加按，使笔毫铺开、线条增厚，至左下端再收束笔锋，形成由细到粗的粗细变化。"},{"type":"bifa","bbox":[[0.0000,0.0000,0.5957,0.9600]],"visual_evidence":"笔画左下端呈尖锐外露的锋尖，轮廓清楚，没有圆钝的收笔形态。","technique":[{"name":"露锋","type":"笔锋控制"}],"technical_explanation":"该笔画行至左下端时逐渐提锋，使笔锋直接显露于纸面，不作回锋或藏锋处理，从而形成尖锐外露的收笔形态。"},{"type":"bifa","bbox":[[0.3555,0.3900,1.0000,1.0000]],"visual_evidence":"笔画由中部向右下延伸，中后段明显增宽，右端横向展开并略向上收起。","technique":[{"name":"捺画厚重","type":"笔画形态"}],"technical_explanation":"该笔画由中部向右下运行时逐渐加按，使笔毫充分铺开，形成宽厚的中后段；行至右端再略作提收，使厚重的主体与收笔处的收束形成对比。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左下笔画向左伸出，右下笔画向右伸出，两笔共同形成宽阔的横向轮廓。","两笔在中部相交，交点位于整字横向范围的中段。"],"feature":"字形宽扁","description":"整字横向展开，左右两笔分别向两侧伸展，整体宽度明显大于高度。","effect":"使整字呈现横向舒展、开张而稳定的视觉效果。"}],"overall_comment":"左下笔画由细到粗，行至末端以露锋形成尖锐收束；右下捺画则由中部向右下铺展，中后段宽厚，末端略向上收起。两笔在中部相交，交点居中，左右分别向两侧伸展，形成宽扁的整体轮廓。左笔的尖锐收束与右笔的厚重展开相互对照，使整字既有向两侧舒展的动势，又保持横向稳定；粗细变化和收放节奏共同增强了笔画的力度感与行书的流动感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006583_法.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0742,0.1387,0.3320,0.3633]],"visual_evidence":"左上点画横向展开，主体宽厚，墨色浓实，外轮廓饱满。","technique":[{"name":"点画饱满","type":"笔画形态"}],"technical_explanation":"该点画入纸后铺毫按行，使笔毫充分着纸，行笔中保持较足的按压力度，收笔时逐渐收束，形成宽厚而充实的点画形态。"},{"type":"bifa","bbox":[[0.0000,0.4648,0.3906,1.0000]],"visual_evidence":"左下笔画由上部向左下延伸，继而转向右下，转折处轮廓连续，没有明显断裂。","technique":[{"name":"连带自然","type":"运笔过程"}],"technical_explanation":"该笔画在前段向左下运行后顺势转向右下，转折处保持笔势连续，不作生硬停顿；行笔方向随势转换，使前后笔段自然衔接。"},{"type":"bifa","bbox":[[0.4492,0.4453,0.8633,0.9883]],"visual_evidence":"右部中下段笔画由上方向左下斜行，继而转向右下，转折处墨迹连续，外轮廓圆厚。","technique":[{"name":"连带自然","type":"运笔过程"}],"technical_explanation":"该笔画在斜向下行过程中保持笔势贯通，至转折处顺势调整锋向，再向右下运行；转向处不作突兀停顿，使连续的行笔形成自然衔接。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在字形左侧，右部笔画集中在字形右侧。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左、右两部分并列组成。","effect":"形成明确的左右分区，使整字轮廓清楚。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部最高点低于右部最高点。","左部最低点低于右部最低点。"],"feature":"左低右高","description":"左右两部分的上下位置呈左低右高的关系。","effect":"使左右两部分形成高低错落，增强整字的动势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画主要分布在字形左侧，右部笔画主要分布在字形右侧。","左右两部分之间保留了较宽的纵向间隔。"],"feature":"左右疏朗","description":"左右两部分之间保持较宽的间隔，笔画分布不作紧密挤合。","effect":"使字内空间显得开阔，减轻笔画密集造成的拥塞感。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在较小的纵向范围内。","右部笔画占据较大的纵向范围，且上下延伸更充分。"],"feature":"左小右大","description":"左部所占空间较小，右部所占空间较大。","effect":"形成左右体量差异，使视觉重心偏向右部。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布较为分散。","右部笔画相互靠近，内部留白较小。"],"feature":"左疏右密","description":"左部笔画分布较疏，右部笔画分布较密。","effect":"形成疏密对照，使左右空间具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画的最高点和最低点均低于右部。","右部笔画的最高点和最低点均高于左部。"],"feature":"左低右高","description":"左右两部分的上下位置呈左低右高的关系。","effect":"使左右两部分形成高低错落，增强整字的动势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在较小的纵向范围内。","右部笔画占据较大的纵向范围，且上下延伸更充分。"],"feature":"左小右大","description":"左部所占空间较小，右部所占空间较大。","effect":"形成左右体量差异，使视觉重心偏向右部。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布较为分散。","右部笔画相互靠近，内部留白较小。"],"feature":"左疏右密","description":"左部笔画分布较疏，右部笔画分布较密。","effect":"形成疏密对照，使左右空间具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在较小的纵向范围内。","右部笔画占据较大的纵向范围，且上下延伸更充分。"],"feature":"左小右大","description":"左部所占空间较小，右部所占空间较大。","effect":"形成左右体量差异，使视觉重心偏向右部。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布较为分散。","右部笔画相互靠近，内部留白较小。"],"feature":"左疏右密","description":"左部笔画分布较疏，右部笔画分布较密。","effect":"形成疏密对照，使左右空间具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在较小的纵向范围内。","右部笔画占据较大的纵向范围，且上下延伸更充分。"],"feature":"左小右大","description":"左部所占空间较小，右���所占空间较大。","effect":"形成左右体量差异，使视觉重心偏向右部。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布较为分散。","右部笔画相互靠近，内部留白较小。"],"feature":"左疏右密","description":"左部笔画分布较疏，右部笔画分布较密。","effect":"形成疏密对照，使左右空间具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在较小的纵向范围内。","右部笔画占据较大的纵向范围，且上下延伸更充分。"],"feature":"左小右大","description":"左部所占空间较小，右部所占空间较大。","effect":"形成左右体量差异，使视觉重心偏向右部。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布较为分散。","右部笔画相互靠近，内部留白较小。"],"feature":"左疏右密","description":"左部笔画分布较疏，右部笔画分布较密。","effect":"形成疏密对照，使左右空间具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在较小的纵向范围内。","右部笔画占据较大的纵向范围，且上下延伸更充分。"],"feature":"左小右大","description":"左部所占空间较小，右部所占空间较大。","effect":"形成左右体量差异，使视觉重心偏向右部。"},{"type":"zifa","bbox":[[0.0

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006587_刑.txt

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+{"regions":[{"type":"bifa","bbox":[[0.1855,0.0742,0.6250,0.2705]],"visual_evidence":"上部横画横向展开，笔画中段较厚，左右两端相对收窄，整体呈平缓的弧势。","technique":[{"name":"横画稍弯","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔过程中略作弧形调整，笔锋保持铺开，至末端收束，使横画形成轻微弯曲而不僵直的形态。"},{"type":"bifa","bbox":[[0.0645,0.2705,0.6855,0.4844]],"visual_evidence":"中部横画由左向右延伸，左端位置较低，右端位置较高，整体呈向右上倾斜的走势。","technique":[{"name":"横画上斜","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右上方运行，笔锋在行进中保持铺开，收笔处略作收束，使横画形成由左下向右上的斜势。"},{"type":"bifa","bbox":[[0.0000,0.2441,0.3438,0.9844]],"visual_evidence":"左侧长笔画由上部向左下方延伸，笔画逐渐变细，末端尖锐，整体呈明显的斜向走势。","technique":[{"name":"撇画左下伸展","type":"笔画形态"}],"technical_explanation":"该撇画起笔后向左下方运行，行笔过程中逐渐提锋收束，笔画由粗转细，末端顺势出锋，形成向左下伸展的长撇。"},{"type":"bifa","bbox":[[0.3711,0.1875,0.5625,0.8984]],"visual_evidence":"中部竖画自上而下贯穿字形，笔画较粗，末端呈圆钝状，没有尖锐出锋。","technique":[{"name":"竖画下收","type":"运笔过程"}],"technical_explanation":"该竖画起笔后向下运行，行笔过程中保持笔锋铺开，至末端逐渐收束并停住，使竖画下端形成收拢的形态。"},{"type":"bifa","bbox":[[0.6445,0.1797,0.8184,0.5586]],"visual_evidence":"右侧短竖位于字形中部偏右，笔画较粗，自上而下延伸，末端圆钝。","technique":[{"name":"竖画下收","type":"运笔过程"}],"technical_explanation":"该竖画起笔后向下运行，行笔过程中保持笔锋铺开，至末端逐渐收束并停住，使竖画下端形成收拢的形态。"},{"type":"bifa","bbox":[[0.7969,0.0000,1.0000,1.0000]],"visual_evidence":"右侧长竖自上而下贯穿字形，笔画粗厚，末端向左下方伸出，形成明显的斜向收笔。","technique":[{"name":"竖钩左下出钩","type":"运笔过程"}],"technical_explanation":"该竖钩先向下运行，行笔过程中保持笔锋铺开，至末端转向左下并出钩，使竖钩形成向下延伸后向左下伸出的钩势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["字形左右两侧均有竖向笔画，整体轮廓较为方整。","中部横画和竖画相互穿插，形成较为稳定的支撑关系。"],"feature":"字形方正","description":"整字的外轮廓呈方正形态，左右两侧竖向笔画较为挺拔，中部横竖笔画相互支撑。","effect":"使整字显得端庄稳重，具有较强的稳定感和秩序感。"}],"overall_comment":"整字以横画的稍弯和上斜、撇画的左下伸展以及竖钩的左下出钩为主要笔法特征，横画的弧势与斜势形成方向变化，撇画向左下舒展，竖钩向下延伸后向左下出钩，使字形在稳定中具有动势。左右竖向笔画较为挺拔，中部横竖笔画相互穿插，形成方正而紧密的结构关系，粗细变化和收放关系使整字既有力度感，又保持端庄稳重的整体观感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006590_颇.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.2441,0.1700,0.8281]],"visual_evidence":"左侧竖画自上而下延伸，笔画中段较宽，外轮廓略向内收，末端呈圆钝形。","technique":[{"name":"竖画内收","type":"笔画形态"}],"technical_explanation":"该竖画起笔后向下运行，行笔过程中逐渐收束笔锋，使笔画外轮廓向内聚拢，至末端收笔，形成内收的竖势。"},{"type":"bifa","bbox":[[0.4700,0.0000,1.0000,1.0000]],"visual_evidence":"右侧笔画由上部横画、竖向笔画和下部斜向笔画组成，各段之间通过转折连接，整体轮廓连续。","technique":[{"name":"连写","type":"运笔过程"}],"technical_explanation":"该笔画在上部横画后顺势转入竖向运行，转折处保持笔势连续，再通过提按和方向转换衔接下部斜向笔画，使各段在连续运笔中完成。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画的纵向长度较短，右侧笔画向下延伸更长。","右侧笔画的下部斜向笔画接近字形底部。"],"feature":"左短右长","description":"左侧部分较短，右侧部分向下延伸较长。","effect":"形成左右长短对比，使整字具有向右下延展的动势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画较为集中，右侧笔画占据更大的纵向空间。","右侧笔画的下部斜向笔画接近字形底部。"],"feature":"左收右放","description":"左侧部分收束，右侧部分向右下展开。","effect":"形成收放对比，增强整字的空间张力。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","description":"整字由左侧“頁”和右侧“頁”并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画集中在字形左部，右侧笔画集中在字形右部。","左右两部分之间留有清晰的纵向间隔。"],"feature":"左右结构","

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006642_杳.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.3906,0.4551,0.8750]],"visual_evidence":"笔画由中部向左下方斜行，整体呈左下伸展的长线，末端逐渐变细并收尖。","technique":[{"name":"撇画左伸","type":"笔画形态"}],"technical_explanation":"该撇画起笔后向左下运行，行笔过程中逐渐舒展，笔锋随势向左下送出，末端收束，形成向左伸展的长撇形态。"},{"type":"bifa","bbox":[[0.4883,0.2070,0.7500,0.3438]],"visual_evidence":"笔画位于字形上部，横向展开较短，右端略向上翘，整体呈短促的横势。","technique":[{"name":"横画较短","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔距离较短，收笔处略作收束，使横画保持短促而明确的形态。"},{"type":"bifa","bbox":[[0.4883,0.4297,1.0000,0.6328]],"visual_evidence":"笔画从字形中部向右延伸，横向跨度较大，线条由中部向右逐渐展开，末端收尖。","technique":[{"name":"捺画右伸","type":"笔画形态"}],"technical_explanation":"该捺画起笔后向右运行，行笔过程中逐渐铺开，笔锋随势向右送出，末端收束，形成向右伸展的长捺形态。"},{"type":"zifa","bbox":[[0.2734,0.5273,0.7734,1.0000]],"evidence":["下部构件的左右边界集中在字形中部偏右区域","下部构件的横向宽度明显小于上部伸展笔画"],"feature":"下部较窄","description":"下部构件横向收束，左右边界集中，整体宽度小于上部伸展部分。","effect":"使下部空间较为紧凑，与上部左右伸展的笔画形成疏密和宽窄对比。"}],"overall_comment":"整字以撇画左伸、横画较短、捺画右伸形成明显的左右展开，上部笔画横向舒展，下部构件则收束较窄，形成上宽下窄的空间关系。长撇与长捺分别向左下和右方伸展，增强了字形的动势和横向张力；较短的横画与下部紧凑的构件又使笔画节奏有所收束，整体呈现舒展与收束相间的视觉效果。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006651_穑.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.2857,0.4707,0.5514]],"visual_evidence":"笔画由左下向右上斜行，左端位置较低，右端位置较高，整体呈明显上扬走势。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，笔锋随势上行并保持连贯，收笔处顺势收束，形成左低右高的上扬形态。"},{"type":"bifa","bbox":[[0.4414,0.1524,0.8672,0.3771]],"visual_evidence":"笔画由左向右延伸，右端位置高于左端，整体呈向右上方倾斜的走势。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，笔锋在行进中保持上行方向，至右端收笔时顺势提收，使笔画形成由左下向右上的上扬走势。"},{"type":"bifa","bbox":[[0.4160,0.6179,0.5898,0.9886]],"visual_evidence":"笔画自左上向右下倾斜，纵向长度较短，末端收束于字形下部。","technique":[{"name":"较短","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右下方运行，行笔距离较短，笔锋在较短的行程内完成收束，形成短促的斜向笔画。"},{"type":"bifa","bbox":[[0.5469,0.5686,0.6504,0.9784]],"visual_evidence":"笔画自上向下延伸，纵向长度较长，末端收束于字形下部。","technique":[{"name":"较长","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向下运行，笔锋持续下行并保持较长的行程，至末端收束，形成纵向伸展较长的笔画。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["字形左右两侧均有笔画向外伸展。","左右部分的笔画分布较为均衡，整体轮廓呈左右展开的形态。"],"feature":"左右对称","description":"左右部分的笔画分布相对均衡，左右两侧的伸展方向和空间关系相互呼应。","effect":"使整字左右平衡，形成稳定而开阔的整体结构。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["字形左右两侧均有笔画向外伸展。","左右部分的笔画分布较为均衡，整体轮廓呈左右展开的形态。"],"feature":"左右对称","description":"左右部分的笔画分布相对均衡，左右两侧的伸展方向和空间关系相互呼应。","effect":"使整字左右平衡，形成稳定而开阔的整体结构。"}],"overall_comment":"整字以左右对称的结构为主，左右部分的笔画分布较为均衡，形成稳定而开阔的整体轮廓。笔画形态上，上扬的斜向笔画增强了字形的动势，较短和较长的纵向笔画则形成长短对比，使下部空间具有收放变化。左右对称与笔画的上扬、长短变化相互配合，使整字在保持稳定感的同时具有明显的节奏和方向感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006662_贡.txt

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+{"regions":[{"type":"bifa","bbox":[[0.3438,0.0000,0.7617,0.2051]],"visual_evidence":"字形顶部的横画由左向右明显升高，右端位置高于左端，整体呈右上斜势。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右运行，行笔方向逐渐抬高，笔锋随势上提，至右端收束，使横画形成由左下向右上的上扬走势。"},{"type":"bifa","bbox":[[0.0000,0.1484,1.0000,0.4883]],"visual_evidence":"中部横画横贯字形左右，长度明显超过上下两横，左右两端均向外伸展。","technique":[{"name":"伸展","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右持续铺毫运行，行笔距离较长，笔锋在横向推进中保持展开，至右端收笔，使笔画充分向两侧伸展。"},{"type":"bifa","bbox":[[0.3203,0.7969,0.8828,1.0000]],"visual_evidence":"底部笔画由左向右下斜行，右端位置低于左端，末端向右下方收束。","technique":[{"name":"下压","type":"力度变化"}],"technical_explanation":"该笔画向右运行时逐渐加按，笔锋在下行过程中保持铺毫，至右端收束，使笔画形成向右下方压落的走势。"},{"type":"zifa","bbox":[[0.3809,0.2441,0.8594,0.9043]],"evidence":["中部竖向笔画位于字形左右边界之间。","竖向笔画与左右伸展的横画相交，形成明确的中心支撑。"],"feature":"居中","description":"中部竖向笔画位于字形横向中心位置，与左右伸展的横画共同构成稳定的中心区域。","effect":"使字形重心集中，增强整体的稳定感和秩序感。"}],"overall_comment":"顶部横画向右上扬，中部横画充分伸展，底部笔画向右下压落，三者形成上扬、横向展开和下压的连续动势。中部竖向笔画居中，与左右伸展的横画相交，使宽展的上部和下部获得稳定的中心支撑。整字上部开张、下部收束，粗细与方向变化清楚，既有横向伸展带来的节奏感，也保持了重心集中、结构稳定的视觉效果。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006666_黜.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.1600,0.4900,0.8700]],"visual_evidence":"左部笔画由上至下连续转折，多处方向发生改变，笔画之间相互穿插，整体呈斜向展开。","technique":[{"name":"连带","type":"运笔过程"}],"technical_explanation":"笔锋在左部连续运行，转折处顺势调整方向，不作明显停断，使相邻笔画通过牵带关系连成一体。"},{"type":"bifa","bbox":[[0.5200,0.0000,0.6900,0.6800]],"visual_evidence":"右部竖画自上而下贯穿字形，主体方向接近垂直，左右边缘较为整齐，宽度相对稳定。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"笔锋入纸后保持中锋下行，行笔方向稳定，转折和收笔处控制锋面，使竖画主体保持直正。"},{"type":"bifa","bbox":[[0.0000,0.8200,0.2200,1.0000],[0.2500,0.7900,0.5000,0.9700],[0.5300,0.7700,0.9900,0.9800]],"visual_evidence":"底部三处笔画彼此分离，分别向左、中、右展开，横向跨度较大，末端位置高低错落。","technique":[{"name":"分散","type":"笔画形态"}],"technical_explanation":"各笔画分别起笔并独立运行，行笔后向不同方向展开，收笔位置不作集中收束，形成分散的底部形态。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中于字形左侧，右部竖画位于中右部。","左右两部分之间留有较明显的空白区域。"],"feature":"左右结构","description":"整字由左、右两部分并列组成。","effect":"形成左右分区明确的整体框架。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且多向斜向展开。","右部竖画直正，底部三笔分散展开。"],"feature":"左欹右正","description":"左部取欹势，右部取正势。","effect":"欹正相济，使整字在动势中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集，内部留白较小。","右部竖画周围及底部留白相对开阔。"],"feature":"左密右疏","description":"左部笔画集中，右部空间相对疏朗。","effect":"形成疏密对比，增强空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画多呈斜向、曲折和穿插形态。","右部竖画方向较直，底部三笔分别向不同方向展开。"],"feature":"左动右静","description":"左部笔画运动感较强，右部形态相对稳定。","effect":"动静相间，使整字具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左斜右正","description":"左部取斜势，右部取正势。","effect":"斜正对照，使整字在欹侧中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左动右静","description":"左部笔画运动感较强，右部形态相对稳定。","effect":"动静相间，使整字具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左斜右正","description":"左部取斜势，右部取正势。","effect":"斜正对照，使整字在欹侧中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左动右静","description":"左部笔画运动感较强，右部形态相对稳定。","effect":"动静相间，使整字具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左斜右正","description":"左部取斜势，右部取正势。","effect":"斜正对照，使整字在欹侧中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左动右静","description":"左部笔画运动感较强，右部形态相对稳定。","effect":"动静相间，使整字具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左斜右正","description":"左部取斜势，右部取正势。","effect":"斜正对照，使整字在欹侧中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左动右静","description":"左部笔画运动感较强，右部形态相对稳定。","effect":"动静相间，使整字具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集���斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左斜右正","description":"左部取斜势，右部取正势。","effect":"斜正对照，使整字在欹侧中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左动右静","description":"左部笔画运动感较强，右部形态相对稳定。","effect":"动静相间，使整字具有节奏变化。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右部竖画直正，底部三笔分散展开。"],"feature":"左斜右正","description":"左部取斜势，右部取正势。","effect":"斜正对照，使整字在欹侧中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画密集且斜向穿插。","右

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006671_素.txt

@@ -0,0 +1 @@
+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画由左侧向右上方延伸，横向跨度较大，右端位置明显高于左端。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_evidence":"该笔画左端位置较低，向右延伸时逐渐升高，整体呈明显的右上倾斜。","technique":[{"name":"右上斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右上方运行，行笔方向持续抬升，至右端收束，形成斜向右上的笔画形态。"},{"type":"bifa","bbox":[[0.0000,0.4707,0.7383,0.6152]],"visual_e

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006690_辨.txt

@@ -0,0 +1 @@
+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0664,0.4883,0.2188]],"visual_evidence":"左部上方横画由左向右延伸，整体略向右上倾斜，笔画中段较厚，右端收束。","technique":[{"name":"稍斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔方向略向右上倾斜，笔锋在行进中保持铺展，至右端逐渐收束，形成稍斜而厚实的横画形态。"},{"type":"bifa","bbox":[[0.0000,0.1758,0.4453,0.7695]],"visual_evidence":"左部下方笔画由中部向左下延伸，线条逐渐变细，末端尖锐，整体呈斜向下行的走势。","technique":[{"name":"撇画左下伸展","type":"笔画形态"}],"technical_explanation":"该撇画起笔后向左下运行，行笔过程中逐渐提锋收束，笔画由较厚转为细长，末端顺势出锋，形成向左下伸展的撇势。"},{"type":"bifa","bbox":[[0.3320,0.0898,0.5703,0.6914]],"visual_evidence":"中部竖画自上而下贯穿字形，线条粗细变化明显，下段向左弯曲，末端收尖。","technique":[{"name":"竖画的提按变化","type":"力度变化"}],"technical_explanation":"该竖画下行时通过提按调节笔锋的铺展程度，按笔处线条较厚，提笔处线条较细，转折和收笔处再调整锋面，使竖画在粗细变化中保持连贯。"},{"type":"bifa","bbox":[[0.5547,0.0879,0.9727,0.2578]],"visual_evidence":"右部上方横画横向展开，线条较粗，右端略向上收起，整体呈平直而厚重的形态。","technique":[{"name":"横画厚重","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右铺毫运行，行笔过程中保持较大的按压力度，使线条宽厚充实，收笔处略作收束，形成厚重的横势。"},{"type":"bifa","bbox":[[0.5547,0.4297,1.0000,0.6152]],"visual_evidence":"右部下方横画横向展开，线条较粗，右端略向上收起，与上方横画形成呼应。","technique":[{"name":"横画厚重","type":"笔画形态"}],"technical_explanation":"该横画起笔后向右铺毫运行，行笔过程中保持较大的按压力度，使线条宽厚充实，收笔处略作收束，形成厚重的横势。"},{"type":"bifa","bbox":[[0.6758,0.4785,0.8438,1.0000]],"visual_evidence":"右部竖画自上而下贯穿字形，线条粗细变化明显，下段逐渐变细，末端收尖。","technique":[{"name":"竖画的提按变化","type":"力度变化"}],"technical_explanation":"该竖画下行时通过提按调节笔锋的铺展程度，按笔处线条较厚，提笔处线条较细，转折和收笔处再调整锋面，使竖画在粗细变化中保持连贯。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在字形左侧，横向和纵向占幅较小。","右部笔画向右展开，横向占幅较大，竖画贯穿字形下部。"],"feature":"左小右大","description":"整字左右两部分形成左小右大的空间分配，左部较为紧凑，右部横向和纵向占幅较大。","effect":"形成左右对比鲜明的空间关系，使整字重心偏向右侧，同时保持左右部分的相互呼应。"}],"overall_comment":"整字以左部稍斜的横画、向左下伸展的撇画和中部竖画的提按变化形成主要动势，右部厚重的横画与贯穿下部的竖画则增强横向展开和纵向支撑。左小右大的空间分配使左部紧凑、右部舒展，左右笔画在疏密和粗细上形成对比，整体呈现出右部厚重、左部灵动的视觉效果，同时保持字形的稳定与节奏变化。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006701_躬.txt

@@ -0,0 +1 @@
+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4844,0.4551,0.7207]],"visual_evidence":"左部下方横向笔画由左向右伸展，右端位置明显高于左端，笔画整体呈右上倾斜。","technique":[{"name":"上扬","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔方向逐渐向右上抬升，笔锋在推进中保持连贯，至右端收束，形成向右上扬起的笔势。"},{"type":"bifa","bbox":[[0.2773,0.7500,0.5859,1.0000]],"visual_evidence":"右部下方笔画由左上向右下延伸，末端位于起笔位置的右下方，整体斜度较明显。","technique":[{"name":"右下斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右下方向运行，笔锋随斜势持续推进，行笔过程中保持方向一致，末端收束，形成明确的右下倾斜走势。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画集中在字形左侧，横向占幅较窄。","右部笔画向右展开，横向占幅明显大于左部。"],"feature":"左窄右宽","description":"整字左右两部分的横向占幅不等，左部较窄，右部较宽。","effect":"形成左右宽窄对比，使整字在不对称中保持稳定。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画之间留白较多，笔画分布较为疏朗。","右部笔画相互靠近，内部留白较小，整体占幅较大。"],"feature":"左疏右密","description":"整字左右两部分的笔画疏密不同，左部较疏，右部较密。","effect":"形成疏密对比，增强整字的空间层次和视觉节奏。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左部笔画主要集中在字形左侧，右部笔画向右展开。","左右两部分之间存在明显的横向空间分隔。"],"feature":"左右结构","description":"整字由左、右两个部分并列组成。","effect":"形成左右并置的整体结构，使字形具有明确的分区和空间关系。"}],"overall_comment":"整字以左窄右宽、左疏右密的左右结构为主，左部笔画较疏且横向占幅较小，右部笔画较密且向右展开，形成明显的宽窄与疏密对比。左部下方笔画向右上扬起，右部下方笔画向右下斜行，两种方向相反的斜势在左右结构中相互呼应，使整字既有横向展开的动势，又保持左右分区的稳定。笔画粗细和留白分布共同形成疏密有致、节奏鲜明的楷书字形。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006708_殆.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0352,0.4570,1.0000]],"visual_evidence":"左部笔画由上方向左下斜行，继而转向右下，再折向左下，各段方向变化明显，转折处轮廓较方。","technique":[{"name":"方折","type":"笔画形态"}],"technical_explanation":"该笔画在转向处略作停驻并调整笔锋，使行笔方向发生明确转换；转折后继续向下行笔，形成棱角清楚、方向分明的折势。"},{"type":"bifa","bbox":[[0.0000,0.0352,0.4570,1.0000]],"visual_evidence":"左部笔画的上段、中段和下段粗细不一，部分转向处较宽，部分连接处较窄，整体轮廓呈连续起伏。","technique":[{"name":"提按","type":"力度变化"}],"technical_explanation":"该笔画运行时通过提笔减轻压力、按笔加重压力，使笔锋在行进中不断收放；按处墨迹较厚，提处线条较细，由此形成粗细交替的连续形态。"},{"type":"bifa","bbox":[[0.4688,0.0000,0.9141,0.4434]],"visual_evidence":"右上部笔画由上方向左下斜行，继而向右上弯转，再向左下伸出，转折处轮廓圆转，外缘呈弧形。","technique":[{"name":"圆转","type":"运笔过程"}],"technical_explanation":"该笔画在转向处保持笔锋连续运行，不作明显停顿，以圆弧方向逐步调整行笔方向；转向过程中压力变化较缓，使各段笔画自然衔接。"},{"type":"bifa","bbox":[[0.4160,0.3652,1.0000,0.8398]],"visual_evidence":"右下部笔画由左上向右下斜行，继而向右上弯转，再向左下收束，转折处轮廓圆转，外缘呈弧形。","technique":[{"name":"圆转","type":"运笔过程"}],"technical_explanation":"该笔画在转向处保持笔锋连续运行，不作明显停顿，以圆弧方向逐步调整行笔方向；转向过程中压力变化较缓，使各段笔画自然衔接。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000]],"evidence":["左部笔画由上方向左下斜行，继而转向右下，再折向左下。","左部笔画的上段、中段和下段连续相接，没有明显断开。"],"feature":"连写","description":"左部笔画以连续的行笔关系组织，各段通过方向转换和提按变化衔接。","effect":"使左部笔画形成连续流动的节奏，并增强整字的连贯性。"},{"type":"zifa","bbox":[[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.8398]],"evidence":["右上部笔画由上方向左下斜行，继而向右上弯转。","右下部笔画由左上向右下斜行，继而向右上弯转。","两处转向均呈连续弧形，没有明显方角。"],"feature":"圆转","description":"右部两处转向均以连续弧形完成，笔画在方向转换时保持圆转。","effect":"使右部转向显得圆润连贯，减弱方折带来的生硬感。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000],[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.8398]],"evidence":["左部笔画由上方向左下斜行，继而转向右下，再折向左下。","右上部笔画由上方向左下斜行，继而向右上弯转。","右下部笔画由左上向右下斜行，继而向右上弯转。"],"feature":"方向","description":"整字各处笔画以不同的斜向和转向组织，形成方向变化。","effect":"使整字在连续行笔中形成方向变化，增强节奏和动势。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000],[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.8398]],"evidence":["左部笔画由上方向左下斜行，继而转向右下，再折向左下。","右上部笔画由上方向左下斜行，继而向右上弯转。","右下部笔画由左上向右下斜行，继而向右上弯转。"],"feature":"方向","description":"整字各处笔画以不同的斜向和转向组织，形成方向变化。","effect":"使整字在连续行笔中形成方向变化，增强节奏和动势。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000],[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.8398]],"evidence":["左部笔画由上方向左下斜行，继而转向右下，再折向左下。","右上部笔画由上方向左下斜行，继而向右上弯转。","右下部笔画由左上向右下斜行，继而向右上弯转。"],"feature":"方向","description":"整字各处笔画以不同的斜向和转向组织，形成方向变化。","effect":"使整字在连续行笔中形成方向变化，增强节奏和动势。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000],[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.8398]],"evidence":["左部笔画由上方向左下斜行，继而转向右下，再折向左下。","右上部笔画由上方向左下斜行，继而向右上弯转。","右下部笔画由左上向右下斜行，继而向右上弯转。"],"feature":"方向","description":"整字各处笔画以不同的斜向和转向组织，形成方向变化。","effect":"使整字在连续行笔中形成方向变化，增强节奏和动势。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000],[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.8398]],"evidence":["左部笔画由上方向左下斜行，继而转向右下，再折向左下。","右上部笔画由上方向左下斜行，继而向右上弯转。","右下部笔画由左上向右下斜行，继而向右上弯转。"],"feature":"方向","description":"整字各处笔画以不同的斜向和转向组织，形成方向变化。","effect":"使整字在连续行笔中形成方向变化，增强节奏和动势。"},{"type":"zifa","bbox":[[0.0000,0.0352,0.4570,1.0000],[0.4688,0.0000,0.9141,0.4434],[0.4160,0.3652,1.0000,0.839

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006709_辱.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0977,0.4444,1.0000]],"visual_evidence":"左侧长笔自上而下延伸，笔身整体较粗，中段墨色充实，末端逐渐变细并形成尖锋。","technique":[{"name":"厚重","type":"笔画形态"}],"technical_explanation":"该笔画起笔后保持较充分的按锋，使笔毫铺开，行笔过程中维持较大的着纸面积，至末端逐渐提锋收束，形成由粗至细的长势。"},{"type":"bifa","bbox":[[0.4778,0.0000,0.8111,0.1074]],"visual_evidence":"字形最上方的短横横向展开，笔身较细，墨色较淡，与下方较粗重的笔画形成明显对比。","technique":[{"name":"轻细","type":"力度变化"}],"technical_explanation":"该笔画以较轻的按压力入纸，笔锋运行时保持收束，提锋幅度较大，使笔毫铺展较少，形成细而轻的横向笔画。"},{"type":"zifa","bbox":[[0.4167,0.0859,0.9889,1.0000]],"evidence":["右部上、中、下各层笔画之间均留有清晰空白。","各层笔画的横向伸展范围和纵向位置相互错落。"],"feature":"间距均匀","description":"右部各层笔画之间保持较为均匀的间隔。","effect":"使右部层次清楚，空间分布有序而稳定。"}],"overall_comment":"左侧长笔以厚重的粗细变化形成鲜明的纵向支撑，上部短横则以轻细形态与之形成轻重对照，使整字在左重右轻的视觉关系中仍保持节奏变化。右部各层笔画间距较为均匀，横向伸展与纵向排列相互错落，内部留白清楚，因而结构虽有斜势和收放变化，整体仍显得稳定有序。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006713_皋.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.4922,0.4004,0.9668]],"visual_evidence":"笔画由字形中部斜向左下延伸，行程较长，末端接近字形左下边缘，整体呈明显的左下方向。","technique":[{"name":"左伸","type":"笔画形态"}],"technical_explanation":"该笔画由中部向左下运行，行笔过程中保持向左的伸展方向，笔锋随斜势逐渐展开，至末端收束，形成向左伸出的长势。"},{"type":"bifa","bbox":[[0.4590,0.4922,1.0000,0.8438]],"visual_evidence":"笔画从字形中部向右下延伸，横向跨度较大，末端到达字形最右侧，笔画中后段宽厚。","technique":[{"name":"右展","type":"笔画形态"}],"technical_explanation":"该笔画由中部向右下运行，笔锋在行进中逐渐铺开，保持向右的展开方向，至末端收放并形成宽厚的右向伸展。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["上部笔画集中在字形中上部，横向范围较窄。","下部左右笔画分别向左下和右下伸展，横向范围明显扩大。"],"feature":"上收下放","description":"上部笔画收束，下部笔画向左右展开。","effect":"形成上部紧凑、下部开张的空间对比，增强整字的稳定感和舒展感。"}],"overall_comment":"整字以“左伸”和“右展”为主要笔画形态，左右下部笔画分别向左下和右下展开，形成明显的横向张力；上部笔画集中收束，与下部的开张形成“上收下放”的空间关系。上部的紧凑与下部的舒展相互配合，使字形重心稳定而轮廓开阔，笔画的伸展方向和疏密变化增强了整字的动势与节奏感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006717_疏.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0000,0.4258,1.0000]],"visual_evidence":"左侧笔画由上部斜向下行，继而向左下弯转，再向右下回转，各段方向连续变化，整体呈连续的弧形走势。","technique":[{"name":"连写","type":"运笔过程"}],"technical_explanation":"笔锋在左侧各段之间连续运行，不作明显停断；行进中随方向变化调整锋面，转向处顺势提按，使相邻笔段连贯衔接。"},{"type":"bifa","bbox":[[0.3594,0.0000,0.7051,0.6250]],"visual_evidence":"右上斜向笔段与中部横向笔段相接，连接处墨迹连续，没有明显断开。","technique":[{"name":"连写","type":"运笔过程"}],"technical_explanation":"笔锋由右上斜向笔段运行至中部后不停笔，随即调整锋向转入横向运行；转向时保持笔势连续，并以提按控制连接处的粗细变化。"},{"type":"bifa","bbox":[[0.5078,0.4843,0.6152,1.0000],[0.6387,0.4843,1.0000,1.0000]],"visual_evidence":"右部两条纵向笔段的上端均呈尖锐斜势，随后向下延伸，末端分别收窄或形成圆钝收束。","technique":[{"name":"尖入","type":"笔锋控制"}],"technical_explanation":"笔锋以尖端切入纸面，入纸后逐渐按锋铺毫，再向下运行；行笔中控制提按幅度，使起端尖锐而后续笔段逐渐充实。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画占据较宽的横向范围。","右侧两条纵向笔段之间留有较大的空白。"],"feature":"左宽右窄","description":"整字左右两部分的横向展开程度不同，左侧较宽，右侧较窄。","effect":"形成左右宽窄对比，使整字在不对称中保持空间层次。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画向左下和右下展开，覆盖范围较宽。","右侧两条纵向笔段集中于字形右部，横向占幅较小。"],"feature":"左重右轻","description":"整字左右两部分的视觉分量不同，左侧较重，右侧较轻。","effect":"形成轻重对比，使整字重心偏向左侧并保持动态平衡。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画连续回转，形成较大的弧形轮廓。","右侧两条纵向笔段方向较直，与左侧弧势形成对比。"],"feature":"左曲右直","description":"整字左右两部分的笔画走向不同，左侧以弯曲走势为主，右侧以较直的纵向走势为主。","effect":"曲直相间，使整字具有方向变化和节奏对比。"},{"type":"zifa","bbox":[[0.0000,0.0000,1.0000,1.0000]],"evidence":["左侧笔画向左下和右下展开，覆盖范围较宽。","右侧两条纵向笔段集中于字形右部，横向占幅较小。"],"feature":"左大右小","description":"整字左右两部分的视觉体量不同，左侧较大，右侧较小。","effect":"形成大小对比，使整字空间分布具有层次和张力。"}],"overall_comment":"整字以左侧连续回转的弧势和右侧较直的纵向笔段形成曲直对照，右上斜向笔段与中部横向笔段的连写使上部笔势贯通，右部两条纵向笔段以尖锐起端进入，增强了方向感。结体上，左侧笔画宽、重、大，右侧笔画窄、轻、小，左右留白和视觉分量形成明显对比；这种不对称的空间分布与连续、回转的笔势相互配合，使整字既有向左展开的动势，又由右侧纵向笔段维持纵向支撑，整体呈现疏密有别、轻重相济的行书节奏。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006719_机.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.1750,0.3500,0.7750]],"visual_evidence":"笔画由字形中部斜向左下延伸，行程较长，主体宽厚，末端逐渐变细并呈尖锋。","technique":[{"name":"撇长","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下持续运行，行笔中保持较充分的铺毫，使笔画主体宽厚；末段逐渐提锋收束，形成向左下伸展而末端尖锐的长撇。"},{"type":"bifa","bbox":[[0.5700,0.3500,1.0000,1.0000]],"visual_evidence":"笔画从字形中部向右下延伸，越过右侧主体后继续下行，末端到达整字右下方并呈尖锐收束。","technique":[{"name":"捺长","type":"笔画形态"}],"technical_explanation":"该笔画由中部向右下运行，行笔过程中逐步按锋铺毫，使笔画向右下展开；末段继续送锋并逐渐提收，形成伸展较长、末端尖锐的捺画。"},{"type":"zifa","bbox":[[0.3500,0.0000,0.8500,0.4800]],"evidence":["上部多条笔画集中在字形中上部。","上部笔画之间的空隙较小，整体轮廓较为紧凑。"],"feature":"上部紧凑","description":"上部笔画集中组织，笔画之间距离较近，整体空间较为收束。","effect":"使上部结构显得集中而紧密，增强字形的凝聚感。"},{"type":"zifa","bbox":[[0.1600,0.6600,0.3600,0.9100],[0.4900,0.5500,0.6800,0.8700]],"evidence":["左侧点画位于字形下部偏左位置。","右侧点画位于字形下部偏右位置，两点之间留有明显空白。"],"feature":"两点呼应","description":"下部左右两点分列两侧，彼此隔空相对，形成相互照应的组织关系。","effect":"使下部空间得到呼应，增强左右之间的联系与平衡。"}],"overall_comment":"整字以左下长撇和右下长捺的伸展形成主要动势，两笔宽厚而末端尖锐，分别向左右下方打开轮廓。上部笔画集中紧凑，与下部两点隔空呼应的组织形成疏密对照；长撇、长捺的外拓又与上部的收束相互制衡。由此，整字既有向左右下方展开的动势，也保持了上下、左右之间的联系与稳定，呈现紧凑中见舒展、厚重中见流动的行书节奏。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006722_谁.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.0977,0.5352,0.3633]],"visual_evidence":"左部上方长横由左向右延伸，整体略向右上倾斜，笔画中段较宽，右端收窄。","technique":[{"name":"稍斜","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向右运行，行笔方向略向右上倾斜，笔锋在行进中保持铺展，至右端逐渐收束，形成稍斜而舒展的长横形态。"},{"type":"bifa","bbox":[[0.4980,0.0000,0.6719,1.0000]],"visual_evidence":"右部中央竖画自上而下贯穿字形，主体方向接近垂直，左右边缘较为稳定，下端收尖。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后调整笔锋向下直行，行笔过程中保持竖向运行，提按变化较小，至下端逐渐收锋，形成直正挺拔的竖画。"},{"type":"zifa","bbox":[[0.1367,0.5156,0.4980,0.8750]],"evidence":["左部下方笔画集中在较小范围内","该区域内部留白较少，笔画之间距离较近"],"feature":"紧凑","description":"左部下方笔画集中组织，彼此距离较近，形成紧凑的局部空间。","effect":"使左部下方空间收束，增强局部的凝聚感。"},{"type":"zifa","bbox":[[0.5742,0.1641,1.0000,0.8281]],"evidence":["右部横向笔画向左右两侧伸展","右部内部留白呈横向展开，笔画分布较为疏朗"],"feature":"稍宽","description":"右部横向展开，内部笔画与留白占据较宽的横向空间。","effect":"使右部空间舒展，与左部的紧凑形成宽窄对比。"}],"overall_comment":"整字以左部上方稍斜的长横和右部中央直正的竖画形成方向上的对照：长横向右舒展，竖画则垂直贯穿，使横向动势与纵向支撑相互制约。左部下方笔画集中紧凑，右部横向笔画展开稍宽，疏密和宽窄关系清楚；中央竖画的直正又稳定了右部较宽的空间。由此，整字在左右收放、疏密变化中保持重心稳定，同时具有明确的节奏和挺拔感。"}

sft/qwen3vl_sft_v1/inference_best/raw_outputs/006729_默.txt

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+{"regions":[{"type":"bifa","bbox":[[0.0000,0.1250,0.2500,0.5352]],"visual_evidence":"左侧笔画由上部向右下倾斜，中段明显增粗，下部转向左侧并收束，整体轮廓呈连续的弧形。","technique":[{"name":"弯转","type":"运笔过程"}],"technical_explanation":"该笔画起笔后向右下运行，行进中逐渐按笔并调整笔锋方向，使笔势在中下部弯转，随后向左收束，形成连续而有弧度的转折形态。"},{"type":"bifa","bbox":[[0.0703,0.4297,0.5078,0.8086]],"visual_evidence":"中部斜向笔画由右上伸向左下，长度较长，笔身较粗，末端收窄并落在字形左下方。","technique":[{"name":"伸展","type":"笔画形态"}],"technical_explanation":"该笔画起笔后向左下持续送锋，行笔过程中保持一定按力，使笔身充分展开，末段逐渐收锋，形成向左下伸展的长势。"},{"type":"bifa","bbox":[[0.5508,0.0000,0.7266,0.6875]],"visual_evidence":"右侧长笔画自上而下延伸，主体方向接近垂直，左右边缘总体平直，下端向左收拢。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后将笔锋调整至纵向运行，行笔时控制左右摆动，保持较稳定的按力和垂直方向，至下端再收锋，形成直正的长笔形态。"},{"type":"bifa","bbox":[[0.5508,0.0000,0.7266,0.6875]],"visual_evidence":"右侧长笔画的上端宽厚，顶部轮廓圆钝，没有尖锐的出锋。","technique":[{"name":"藏锋","type":"笔锋控制"}],"technical_explanation":"该笔画起笔时先将笔锋向内收束，再调锋向下运行，使锋尖不直接外露，形成圆厚而含蓄的起笔外形。"},{"type":"bifa","bbox":[[0.5508,0.0000,0.7266,0.6875]],"visual_evidence":"右侧长笔画自上而下延伸，主体方向接近垂直，左右边缘总体平直，下端向左收拢。","technique":[{"name":"直正","type":"笔画形态"}],"technical_explanation":"该笔画起笔后将笔锋调整至纵向运行，行笔时控制左右摆动，保持较稳定的按力和垂直方向，至下端再收锋，形成直正的长笔形态。"},{"type":"zifa","bbox":[[0.0000,0.7266,0.1953,1.0000],[0.2852,0.7500,0.4766,0.9570],[0.5156,0.7070,0.7266,0.9375],[0.7578,0.7070,1.0000,0.9258]],"evidence":["底部四点由左至右依次分布。","各点的中心位置沿横向展开，整体排列接近水平。"],"feature":"平齐","description":"底部四点的中心位置大致处于同一水平线上。","effect":"使字形底部获得稳定的横向支撑，增强整体的平衡感。"}],"overall_comment":"整字以左侧弯转、中部伸展和右侧直正的笔画形态形成鲜明对照：左侧笔画弧势明显，中部斜笔向左下充分展开，右侧长笔则以圆厚藏锋起笔并保持直正下行，使左右两侧在方向和力度上形成张弛。底部四点平齐排列，与上部较密集的笔画分布相互配合，既稳定了下部重心，也使整字在纵向伸展中保持横向平衡。粗细变化、转折方向与底部留白共同构成清晰的节奏，整体呈现刚健而稳健的楷书形态。"}