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feat(docs): add NavGrid/NavCard components and restructure stage pages

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- Add NavGrid.vue and NavCard.vue components for better navigation layout
- Restructure stage-0 index pages across languages into intro.md with new navigation components
- Remove old stage-0 index.md files and update stage-3 pages similarly
- Add new dependencies 'claude' and 'codex' to package.json
- Improve code formatting in multiple Vue components for better readability
- Update documentation content and structure for better user experience
This commit is contained in:
sanbuphy
2026-02-01 23:42:12 +08:00
parent a9a5c5c8a7
commit ad95658a11
171 changed files with 16366 additions and 7946 deletions
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docs/.vitepress/theme/components/appendix/prompt-engineering/TrainingProcessDemo.vue
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<template>
<el-card class="training-card" shadow="hover">
<template #header>
<div class="card-header">
<h3 class="title">从训练数据看模型行为</h3>
<div class="mode-switch-container">
<el-radio-group v-model="mode" size="large">
<el-radio-button label="pretrain">1. 预训练 (Pre-training)</el-radio-button>
<el-radio-button label="finetune">2. 微调 (Fine-tuning)</el-radio-button>
</el-radio-group>
</div>
</div>
</template>
<!-- PRE-TRAINING MODE -->
<div v-if="mode === 'pretrain'" class="demo-content">
<el-card shadow="never" class="concept-card">
<div class="concept-content">
<div class="icon">📚</div>
<div class="info">
<h4>博览群书 (Reading the Web)</h4>
<p>核心目标：<strong>预测下一个 Token</strong></p>
<p class="sub">模型阅读了海量文本，它的本能是"把句子接下去"。</p>
</div>
</div>
</el-card>
<div class="interactive-area">
<div class="editor-window">
<div class="window-header">
<span class="dot red"></span><span class="dot yellow"></span><span class="dot green"></span>
<span class="window-title">Next Token Predictor</span>
</div>
<div class="editor-content">
<span class="text-gray">Source: Wikipedia / Books</span>
<br/><br/>
<p>
Natural selection, proposed by Darwin in
<span class="highlight">{{ currentPrediction || '...' }}</span>
</p>
</div>
</div>
<div class="controls">
<el-button type="primary" size="large" @click="predictNext" :loading="isPredicting">
{{ isPredicting ? '计算概率中...' : '预测下一个词 (Predict)' }}
</el-button>
</div>
<el-collapse-transition>
<div v-if="predictions.length > 0" class="predictions-panel">
<h5>概率分布 (Top 3 Candidates)</h5>
<div class="chart-container">
<div v-for="(item, index) in predictions" :key="index" class="bar-row" @click="selectPrediction(item)">
<div class="label">{{ item.token }}</div>
<div class="bar-container">
<el-progress
:percentage="item.prob"
:stroke-width="18"
:text-inside="true"
:color="index === 0 ? '#67c23a' : '#409eff'"
/>
</div>
</div>
</div>
<p class="hint">👆 点击预测词填入（模型只是在根据统计学规律"瞎蒙"）</p>
</div>
</el-collapse-transition>
</div>
</div>
<!-- FINE-TUNING MODE -->
<div v-if="mode === 'finetune'" class="demo-content">
<el-card shadow="never" class="concept-card">
<div class="concept-content">
<div class="icon">🎓</div>
<div class="info">
<h4>学习规矩 (Instruction Tuning)</h4>
<p>核心目标：<strong>听懂指令 (Follow Instructions)</strong></p>
<p class="sub">通过 (问题 → 标准答案) 数据对，教会模型"像个助手一样说话"。</p>
</div>
</div>
</el-card>
<div class="interactive-area">
<div class="chat-window">
<div class="message user">
<div class="avatar">👤</div>
<div class="bubble">我如何退货？</div>
</div>
<el-collapse-transition>
<div v-if="ftState === 'base'" class="message ai base-model">
<div class="avatar">🤖</div>
<div class="bubble">
<el-tag type="info" size="small" class="badge">预训练模型 (Base Model)</el-tag>
<div class="bubble-text">
退货是指消费者将购买的商品退回给卖家的过程。在电子商务中，退货率通常在 20% 左右。根据《消费者权益保护法》...
<br/><br/>
<small>❌ (它在背书，不是在回答你)</small>
</div>
</div>
</div>
</el-collapse-transition>
<el-collapse-transition>
<div v-if="ftState === 'tuned'" class="message ai tuned-model">
<div class="avatar">✨</div>
<div class="bubble">
<el-tag type="success" size="small" class="badge">微调模型 (Instruct Model)</el-tag>
<div class="bubble-text">
办理退货很简单，请按以下步骤操作：
<ol>
<li>登录您的账户</li>
<li>点击"我的订单"</li>
<li>选择要退的商品，点击"申请售后"</li>
</ol>
<small>✅ (它学会了"回复指令"的格式)</small>
</div>
</div>
</div>
</el-collapse-transition>
</div>
<div class="controls center-controls">
<el-radio-group v-model="ftState" size="large">
<el-radio-button label="base">原始模型 (Base)</el-radio-button>
<el-radio-button label="tuned">微调后 (Instruct)</el-radio-button>
</el-radio-group>
<p class="hint">切换开关，观察模型行为的巨大差异</p>
</div>
</div>
</div>
</el-card>
</template>
<script setup>
import { ref } from 'vue'
const mode = ref('pretrain')
const isPredicting = ref(false)
const currentPrediction = ref('')
const predictions = ref([])
const ftState = ref('base')
const predictNext = () => {
isPredicting.value = true
predictions.value = []
currentPrediction.value = ''
setTimeout(() => {
isPredicting.value = false
predictions.value = [
{ token: '1859', prob: 85 },
{ token: 'his', prob: 10 },
{ token: 'the', prob: 5 }
]
}, 600)
}
const selectPrediction = (item) => {
currentPrediction.value = item.token
}
</script>
<style scoped>
.training-card {
margin: 16px 0;
}
.card-header {
display: flex;
flex-direction: column;
align-items: center;
gap: 16px;
}
.title {
margin: 0;
font-size: 18px;
font-weight: 600;
}
.mode-switch-container {
width: 100%;
display: flex;
justify-content: center;
}
.demo-content {
padding-top: 10px;
}
.concept-card {
margin-bottom: 24px;
}
.concept-content {
display: flex;
gap: 16px;
align-items: flex-start;
}
.concept-content .icon {
font-size: 32px;
}
.concept-content h4 {
margin: 0 0 8px 0;
font-size: 16px;
}
.concept-content p {
margin: 4px 0;
font-size: 14px;
line-height: 1.5;
}
.concept-content .sub {
color: var(--vp-c-text-2);
font-size: 13px;
}
/* Pre-training styles */
.editor-window {
background: #1e1e1e;
border-radius: 8px;
color: #d4d4d4;
font-family: monospace;
overflow: hidden;
margin-bottom: 16px;
}
.window-header {
background: #2d2d2d;
padding: 8px 12px;
display: flex;
align-items: center;
gap: 6px;
}
.dot {
width: 10px;
height: 10px;
border-radius: 50%;
}
.red { background: #ff5f56; }
.yellow { background: #ffbd2e; }
.green { background: #27c93f; }
.window-title {
margin-left: 10px;
font-size: 12px;
color: #999;
}
.editor-content {
padding: 20px;
line-height: 1.6;
}
.text-gray {
color: #666;
font-style: italic;
}
.highlight {
background: rgba(255, 255, 255, 0.1);
padding: 2px 6px;
border-radius: 4px;
color: var(--vp-c-brand);
font-weight: bold;
border-bottom: 2px dashed var(--vp-c-brand);
}
.predictions-panel {
margin-top: 24px;
border-top: 1px solid var(--vp-c-divider);
padding-top: 16px;
}
.bar-row {
display: flex;
align-items: center;
gap: 12px;
margin-bottom: 12px;
cursor: pointer;
}
.label {
width: 60px;
text-align: right;
font-family: monospace;
font-weight: bold;
}
.bar-container {
flex: 1;
}
.hint {
font-size: 13px;
color: var(--vp-c-text-3);
text-align: center;
margin-top: 12px;
}
/* Fine-tuning styles */
.chat-window {
background: var(--vp-c-bg-soft);
border-radius: 8px;
padding: 20px;
margin-bottom: 20px;
min-height: 200px;
border: 1px solid var(--vp-c-divider);
}
.message {
display: flex;
gap: 12px;
margin-bottom: 16px;
}
.avatar {
font-size: 24px;
width: 40px;
height: 40px;
display: flex;
align-items: center;
justify-content: center;
background: var(--vp-c-bg);
border-radius: 50%;
border: 1px solid var(--vp-c-divider);
}
.bubble {
flex: 1;
background: var(--vp-c-bg);
padding: 12px 16px;
border-radius: 12px;
border: 1px solid var(--vp-c-divider);
position: relative;
}
.badge {
margin-bottom: 8px;
display: inline-flex;
}
.bubble-text {
line-height: 1.6;
}
.center-controls {
display: flex;
flex-direction: column;
align-items: center;
gap: 8px;
}
@media (max-width: 768px) {
.card-header {
align-items: flex-start;
}
.mode-switch-container {
justify-content: flex-start;
overflow-x: auto;
}
}
</style>