Cute Chinese LLM Training Infographic
cute educational infographic poster · {argument name="headline text" default="大语言模型的训练过程"} · {argument name="subtitle text" default="从海量数据中学习,变成"超会聊天"的小助手!"} · adorable Chinese explainer poster, pastel classroom infographic, rounded panels, soft cream background, hand-drawn cartoon aesthetic, clean vector-like illustration, warm friendly educational tone · cream, lavender, sky blue, mint green, yellow-orange, pink, soft brown · high-quality flat illustration with subtle shading, crisp Chinese typography, sticker-like accents, tiny stars, hearts, arrows, and speech bubbles · horizontal poster · 2 · 4 · 8 · 1. 数据收集 · top-left · 1 · 网页, 新闻, 对话 · 2. 数据预处理 · top row, second column · 1 · 今天 天气 真不错!!, 今天|天气|真|不错!! · 3. 预训练 · top row, third column · 1 · 今天气, 很好, 不错, ?, ...... · 4. 监督微调(SFT) · top-right · 1 · 问:太阳为什么会发光?, 答:因为……, 好回答! · 5. 奖励模型训练(RM) · bottom-left · 1 · 回答A 更好!, 回答B 一般般 · 6. 强化学习(RLHF) · bottom row, second column · 1 · 奖励 +1, 惩罚 -1 · 7. 评估与测试 · bottom row, third column · 1 · 知识能力, 推理能力, 安全性, 稳定性 · 8. 部署与应用 · bottom-right · 1 · 聊天, 写代码, 写文章 · 4 · small sparkle at upper left, pink confetti strokes around title, cute white mascot at upper right holding star wand, speech bubble saying 冲鸭! · 4 · small white mascot with bow tie at lower left, summary strip with 7 rounded mini boxes and arrows, centered closing sentence at bottom, sticky note at lower right with encouraging text and heart · 4 · white chubby bear-like mascot with pink cheeks, small round robot with dark face screen and green antenna, human teacher girl with ponytail, fluffy white character with magnifying glass · short cute robot, rounded body, pale green and cream shell, navy face display with glowing eyes, tiny limbs · 1. 数据收集 · lavender · a white mascot wearing a purple cap uses a laptop while sitting beside a stack of colorful books; floating rounded labels represent internet sources · 数据越多,知识越丰富! · 2. 数据预处理 · sky blue · the mascot in a blue cap sweeps scattered paper scraps into a bucket; a messy sentence is transformed into segmented clean text with an arrow · 把脏乱差,变得整整齐齐~ · 3. 预训练 · mint green · the robot reads an open green book while speech bubbles around it show simple tokens and responses, suggesting language learning · 像小朋友学习说话一样! · 4. 监督微调(SFT) · golden yellow · a teacher points to a labeled QA card while a cute mascot listens; emphasis on human-labeled high-quality question-answer pairs · 老师带着学,回答更靠谱! · 5. 奖励模型训练(RM) · pink · the robot stands between a green check mark and a red X, comparing two answer options to learn which is better · 学会"挑好答案"! · 6. 强化学习(RLHF) · lavender-blue · the robot holds tools while a reward board shows positive and negative score feedback with arrows · 鼓励好的,改掉不好的! · 7. 评估与测试 · blue · a fluffy white examiner character holds a magnifying glass beside a clipboard checklist with four green check marks · 全方位体检,确保质量过关! · 8. 部署与应用 · soft red-pink · the robot appears surrounded by application icons for chat, writing, coding, and documents, showing real-world deployment · 正式上岗,陪你聊天写作啦! · 总结一下: · 7 · 数据收集 打好基础, 预处理 整理数据, 预训练 学知识, 监督微调 学会回答, 奖励模型 学会评判, 强化学习 对齐人类偏好, 评估测试 质量把关 · {argument name="closing sentence" default="这就是大语言模型从"啥也不懂"到"超级学霸"的成长之路!٩(๑^o^๑)۶"} · Simplified Chinese · polished social-media-ready infographic, balanced spacing, legible Chinese text, charming and highly shareable