# GPT Image Hub prompt

## प्यारा एलएलएम प्रशिक्षण शैक्षिक इन्फोग्राफिक
- URL: https://www.gptimagehub.com/hi/library/cute-llm-training-educational-infographic
- Generator URL: https://www.gptimagehub.com/hi/generate?promptId=oss-ym-g2-14665
- Markdown URL: https://www.gptimagehub.com/api/agent/markdown?path=%2Fhi%2Flibrary%2Fcute-llm-training-educational-infographic
- Category: इन्फोग्राफ़िक / शिक्षा
- Model: gpt-image-2
- Aspect ratio: 16:9
- Style: illustration
- Tags: इन्फोग्राफिक, एलएलएम प्रशिक्षण, शैक्षिक पोस्टर, प्यारा शुभंकर, पेस्टल चित्रण, वेक्टर आर्ट
- Updated: 2026-10-27T01:47:58.098Z
- Created: 2026-10-27T01:47:58.098Z

पेस्टल रंगों में 8-पैनल ग्रिड के साथ लार्ज लैंग्वेज मॉडल के प्रशिक्षण को समझाने वाला प्यारा पोस्टर तैयार करता है। विभिन्न AI विषयों के लिए शीर्षक और शुभंकर बदलें।

### Full prompt
```text
{
  "type": "cute educational infographic poster",
  "topic": "[大语言模型的训练过程]",
  "subtitle": "[从海量数据中学习，变成“超会聊天”的小助手！]",
  "style": {
    "overall": "adorable Chinese explainer poster, pastel classroom infographic, rounded panels, soft cream background, hand-drawn cartoon aesthetic, clean vector-like illustration, warm friendly educational tone",
    "palette": ["cream", "lavender", "sky blue", "mint green", "yellow-orange", "pink", "soft brown"],
    "rendering": "high-quality flat illustration with subtle soft shading, crisp legible Chinese typography, sticker-like decorative accents, tiny stars, hearts, arrows, and speech bubbles"
  },
  "layout": {
    "format": "horizontal poster",
    "grid": {"rows": 2, "columns": 4, "count": 8},
    "sections": [
      {"title": "1. 数据收集", "position": "top-left", "labels": ["网页", "新闻", "对话"]},
      {"title": "2. 数据预处理", "position": "top row, second column", "labels": ["今天 天气 真不错!!", "今天|天气|真|不错!!"]},
      {"title": "3. 预训练", "position": "top row, third column", "labels": ["今天气", "很好", "不错", "?", "......"]},
      {"title": "4. 监督微调（SFT）", "position": "top-right", "labels": ["问：太阳为什么会发光？", "答：因为……", "好回答！"]},
      {"title": "5. 奖励模型训练（RM）", "position": "bottom-left", "labels": ["回答A 更好!", "回答B 一般般"]},
      {"title": "6. 强化学习（RLHF）", "position": "bottom row, second column", "labels": ["奖励 +1", "惩罚 -1"]},
      {"title": "7. 评估与测试", "position": "bottom row, third column", "labels": ["知识能力", "推理能力", "安全性", "稳定性"]},
      {"title": "8. 部署与应用", "position": "bottom-right", "labels": ["聊天", "写代码", "写文章"]}
    ],
    "topDecorations": ["small sparkle at upper left", "pink confetti strokes around title", "cute white mascot at upper right holding star wand", "speech bubble saying 冲鸭!"],
    "bottomDecorations": ["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"]
  },
  "characters": {
    "main_mascots": ["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"],
    "recurring_robot_design": "short cute robot, rounded body, pale green and cream shell, navy face display with glowing eyes, tiny limbs"
  },
  "sectionDetails": [
    {"title": "1. 数据收集", "panelColor": "lavender", "scene": "a white mascot wearing a purple cap uses a laptop while sitting beside a stack of colorful books; floating rounded labels represent internet sources", "caption": "数据越多，知识越丰富！"},
    {"title": "2. 数据预处理", "panelColor": "sky blue", "scene": "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", "caption": "把脏乱差，变得整整齐齐～"},
    {"title": "3. 预训练", "panelColor": "mint green", "scene": "the robot reads an open green book while speech bubbles around it show simple tokens and responses, suggesting language learning", "caption": "像小朋友学习说话一样！"},
    {"title": "4. 监督微调（SFT）", "panelColor": "golden yellow", "scene": "a teacher points to a labeled QA card while a cute mascot listens; emphasis on human-labeled high-quality question-answer pairs", "caption": "老师带着学，回答更靠谱！"},
    {"title": "5. 奖励模型训练（RM）", "panelColor": "pink", "scene": "the robot stands between a green check mark and a red X, comparing two answer options to learn which is better", "caption": "学会“挑好答案”！"},
    {"title": "6. 强化学习（RLHF）", "panelColor": "lavender-blue", "scene": "the robot holds tools while a reward board shows positive and negative score feedback with arrows", "caption": "鼓励好的，改掉不好的！"},
    {"title": "7. 评估与测试", "panelColor": "blue", "scene": "a fluffy white examiner character holds a magnifying glass beside a clipboard checklist with four green check marks", "caption": "全方位体检，确保质量过关！"},
    {"title": "8. 部署与应用", "panelColor": "soft red-pink", "scene": "the robot appears surrounded by application icons for chat, writing, coding, and documents, showing real-world deployment", "caption": "正式上岗，陪你聊天写作啦！"}
  ],
  "bottomSummary": {
    "title": "总结一下：",
    "steps": ["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"],
    "closingText": "[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]"
  },
  "language": "Simplified Chinese",
  "quality": "polished social-media-ready infographic, balanced spacing, legible Chinese text, charming and highly shareable"
}
```