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32
  <p>Ini proyek eksplorasi, jadi kalau gagal ya bagian dari proses belajar. Kalau berhasil, itu bonus.</p>
33
  </blockquote>
34
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
35
  <!-- Quotes -->
36
  <div align="center">
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  <img src="https://quotes-caca.vercel.app/api/SsQuote" alt="Daily Quote" width="100%" />
 
32
  <p>Ini proyek eksplorasi, jadi kalau gagal ya bagian dari proses belajar. Kalau berhasil, itu bonus.</p>
33
  </blockquote>
34
 
35
+ <!-- COMPARISON -->
36
+ <h2>📊 Perbandingan dengan Arsitektur Lain</h2>
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+
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+ <table width="100%">
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+ <thead>
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+ <tr style="background-color: #f0f0f0;">
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+ <th width="25%">Fitur</th>
42
+ <th width="15%">Caca</th>
43
+ <th width="15%">LLaMA 2</th>
44
+ <th width="15%">Mistral</th>
45
+ <th width="15%">IndoGPT</th>
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+ <th width="15%">GPT-2</th>
47
+ </tr>
48
+ </thead>
49
+ <tbody>
50
+
51
+ <!-- Basic Architecture -->
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+ <tr>
53
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
54
+ <b>🏗️ Arsitektur Dasar</b>
55
+ </td>
56
+ </tr>
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+
58
+ <tr bgcolor="#f8f9fa">
59
+ <td><b>Status</b></td>
60
+ <td bgcolor="#fff3cd">⚠️ Untrained</td>
61
+ <td bgcolor="#d4edda">✅ Trained</td>
62
+ <td bgcolor="#d4edda">✅ Trained</td>
63
+ <td bgcolor="#d4edda">✅ Trained</td>
64
+ <td bgcolor="#d4edda">✅ Trained</td>
65
+ </tr>
66
+
67
+ <tr>
68
+ <td><b>Ukuran Model</b></td>
69
+ <td bgcolor="#d4edda">Configurable<br><small>1M - 200B+</small></td>
70
+ <td bgcolor="#d4edda">7B / 13B / 70B</td>
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+ <td bgcolor="#d4edda">7B</td>
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+ <td bgcolor="#fff3cd">117M</td>
73
+ <td bgcolor="#fff3cd">117M - 1.5B</td>
74
+ </tr>
75
+
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+ <tr bgcolor="#f8f9fa">
77
+ <td><b>Tipe Arsitektur</b></td>
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+ <td>Decoder-only</td>
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+ <td>Decoder-only</td>
80
+ <td>Decoder-only</td>
81
+ <td>Decoder-only</td>
82
+ <td>Decoder-only</td>
83
+ </tr>
84
+
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+ <tr>
86
+ <td><b>Fungsi Aktivasi</b></td>
87
+ <td bgcolor="#d4edda">SwiGLU</td>
88
+ <td bgcolor="#d4edda">SwiGLU</td>
89
+ <td bgcolor="#d4edda">SwiGLU</td>
90
+ <td bgcolor="#f8d7da">GELU</td>
91
+ <td bgcolor="#f8d7da">GELU</td>
92
+ </tr>
93
+
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+ <tr bgcolor="#f8f9fa">
95
+ <td><b>Normalisasi</b></td>
96
+ <td bgcolor="#d4edda">RMSNorm</td>
97
+ <td bgcolor="#d4edda">RMSNorm</td>
98
+ <td bgcolor="#d4edda">RMSNorm</td>
99
+ <td bgcolor="#f8d7da">LayerNorm</td>
100
+ <td bgcolor="#f8d7da">LayerNorm</td>
101
+ </tr>
102
+
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+ <tr>
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+ <td><b>Tahun Release</b></td>
105
+ <td>2025</td>
106
+ <td>2023</td>
107
+ <td>2023</td>
108
+ <td>2020</td>
109
+ <td>2019</td>
110
+ </tr>
111
+
112
+ <!-- Attention Mechanisms -->
113
+ <tr>
114
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
115
+ <b>👁️ Mekanisme Attention</b>
116
+ </td>
117
+ </tr>
118
+
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+ <tr bgcolor="#f8f9fa">
120
+ <td><b>Tipe Attention</b></td>
121
+ <td bgcolor="#d4edda">GQA (configurable)</td>
122
+ <td bgcolor="#d4edda">GQA</td>
123
+ <td bgcolor="#d4edda">GQA</td>
124
+ <td bgcolor="#f8d7da">MHA</td>
125
+ <td bgcolor="#f8d7da">MHA</td>
126
+ </tr>
127
+
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+ <tr>
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+ <td><b>Position Encoding</b></td>
130
+ <td bgcolor="#d4edda">RoPE + variants</td>
131
+ <td bgcolor="#d4edda">RoPE</td>
132
+ <td bgcolor="#d4edda">RoPE</td>
133
+ <td bgcolor="#f8d7da">Learned</td>
134
+ <td bgcolor="#f8d7da">Learned</td>
135
+ </tr>
136
+
137
+ <tr bgcolor="#f8f9fa">
138
+ <td><b>Max Context</b></td>
139
+ <td bgcolor="#d4edda">8K - 16K</td>
140
+ <td bgcolor="#fff3cd">4K</td>
141
+ <td bgcolor="#d4edda">32K</td>
142
+ <td bgcolor="#f8d7da">1K</td>
143
+ <td bgcolor="#f8d7da">1K</td>
144
+ </tr>
145
+
146
+ <tr>
147
+ <td><b>Sliding Window</b></td>
148
+ <td bgcolor="#d4edda">✅ Optional</td>
149
+ <td bgcolor="#f8d7da">❌</td>
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+ <td bgcolor="#d4edda">✅ 4K window</td>
151
+ <td bgcolor="#f8d7da">❌</td>
152
+ <td bgcolor="#f8d7da">❌</td>
153
+ </tr>
154
+
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+ <tr bgcolor="#f8f9fa">
156
+ <td><b>Flash Attention</b></td>
157
+ <td bgcolor="#d4edda">✅ Flash Attn 2</td>
158
+ <td bgcolor="#d4edda">✅ Supported</td>
159
+ <td bgcolor="#d4edda">✅ Supported</td>
160
+ <td bgcolor="#f8d7da">❌</td>
161
+ <td bgcolor="#f8d7da">❌</td>
162
+ </tr>
163
+
164
+ <tr>
165
+ <td><b>KV Cache Efficiency</b></td>
166
+ <td bgcolor="#d4edda">75% reduction<br><small>(GQA 4:1)</small></td>
167
+ <td bgcolor="#d4edda">~60% reduction</td>
168
+ <td bgcolor="#d4edda">75% reduction</td>
169
+ <td bgcolor="#f8d7da">No optimization</td>
170
+ <td bgcolor="#f8d7da">No optimization</td>
171
+ </tr>
172
+
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+ <!-- Advanced Features -->
174
+ <tr>
175
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
176
+ <b>🚀 Fitur Lanjutan</b>
177
+ </td>
178
+ </tr>
179
+
180
+ <tr bgcolor="#f8f9fa">
181
+ <td><b>Mixture of Experts</b></td>
182
+ <td bgcolor="#d4edda">✅ Optional<br><small>TopK + ExpertChoice</small></td>
183
+ <td bgcolor="#f8d7da">❌</td>
184
+ <td bgcolor="#f8d7da">❌<br><small>(Mixtral variant)</small></td>
185
+ <td bgcolor="#f8d7da">❌</td>
186
+ <td bgcolor="#f8d7da">❌</td>
187
+ </tr>
188
+
189
+ <tr>
190
+ <td><b>Multimodal</b></td>
191
+ <td bgcolor="#d4edda">✅ Native<br><small>Vision + Audio</small></td>
192
+ <td bgcolor="#f8d7da">❌<br><small>(LLaVA separate)</small></td>
193
+ <td bgcolor="#f8d7da">❌</td>
194
+ <td bgcolor="#f8d7da">❌</td>
195
+ <td bgcolor="#f8d7da">❌</td>
196
+ </tr>
197
+
198
+ <tr bgcolor="#f8f9fa">
199
+ <td><b>Config Flexibility</b></td>
200
+ <td bgcolor="#d4edda">✅ 50+ parameters<br><small>Toggle semua fitur</small></td>
201
+ <td bgcolor="#fff3cd">⚠️ Limited</td>
202
+ <td bgcolor="#fff3cd">⚠️ Limited</td>
203
+ <td bgcolor="#f8d7da">❌ Fixed</td>
204
+ <td bgcolor="#f8d7da">❌ Fixed</td>
205
+ </tr>
206
+
207
+ <tr>
208
+ <td><b>Layer Scale</b></td>
209
+ <td bgcolor="#d4edda">✅ Optional</td>
210
+ <td bgcolor="#f8d7da">❌</td>
211
+ <td bgcolor="#f8d7da">❌</td>
212
+ <td bgcolor="#f8d7da">❌</td>
213
+ <td bgcolor="#f8d7da">❌</td>
214
+ </tr>
215
+
216
+ <tr bgcolor="#f8f9fa">
217
+ <td><b>Stochastic Depth</b></td>
218
+ <td bgcolor="#d4edda">✅ Optional</td>
219
+ <td bgcolor="#f8d7da">❌</td>
220
+ <td bgcolor="#f8d7da">❌</td>
221
+ <td bgcolor="#f8d7da">❌</td>
222
+ <td bgcolor="#f8d7da">❌</td>
223
+ </tr>
224
+
225
+ <!-- Performance & Optimization -->
226
+ <tr>
227
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
228
+ <b>⚡ Performa & Optimisasi</b>
229
+ </td>
230
+ </tr>
231
+
232
+ <tr>
233
+ <td><b>Inference Speed</b><br><small>(7B model, A100)</small></td>
234
+ <td bgcolor="#fff3cd">⚠️ TBD<br><small>(belum trained)</small></td>
235
+ <td bgcolor="#d4edda">~75 tok/s</td>
236
+ <td bgcolor="#d4edda">~78 tok/s</td>
237
+ <td bgcolor="#d4edda">~150 tok/s<br><small>(jauh lebih kecil)</small></td>
238
+ <td bgcolor="#d4edda">~120 tok/s<br><small>(jauh lebih kecil)</small></td>
239
+ </tr>
240
+
241
+ <tr bgcolor="#f8f9fa">
242
+ <td><b>Memory Footprint</b><br><small>(7B, BF16)</small></td>
243
+ <td bgcolor="#d4edda">~14GB<br><small>(dengan GQA)</small></td>
244
+ <td bgcolor="#fff3cd">~14GB</td>
245
+ <td bgcolor="#d4edda">~14GB</td>
246
+ <td bgcolor="#d4edda">~500MB</td>
247
+ <td bgcolor="#d4edda">~500MB</td>
248
+ </tr>
249
+
250
+ <tr>
251
+ <td><b>Gradient Checkpointing</b></td>
252
+ <td bgcolor="#d4edda">✅ Full support</td>
253
+ <td bgcolor="#d4edda">✅ Supported</td>
254
+ <td bgcolor="#d4edda">✅ Supported</td>
255
+ <td bgcolor="#fff3cd">⚠️ Manual</td>
256
+ <td bgcolor="#fff3cd">⚠️ Manual</td>
257
+ </tr>
258
+
259
+ <tr bgcolor="#f8f9fa">
260
+ <td><b>Quantization</b></td>
261
+ <td bgcolor="#d4edda">✅ 8-bit/4-bit built-in</td>
262
+ <td bgcolor="#fff3cd">⚠️ Via external tools</td>
263
+ <td bgcolor="#fff3cd">⚠️ Via external tools</td>
264
+ <td bgcolor="#f8d7da">❌ Limited support</td>
265
+ <td bgcolor="#f8d7da">❌ Limited support</td>
266
+ </tr>
267
+
268
+ <tr>
269
+ <td><b>Multi-Backend Support</b></td>
270
+ <td bgcolor="#d4edda">✅ 4 backends<br><small>Flash/xFormers/SDPA/Standard</small></td>
271
+ <td bgcolor="#fff3cd">⚠️ 2 backends</td>
272
+ <td bgcolor="#fff3cd">⚠️ 2 backends</td>
273
+ <td bgcolor="#f8d7da">❌ Standard only</td>
274
+ <td bgcolor="#f8d7da">❌ Standard only</td>
275
+ </tr>
276
+
277
+ <!-- Language Support -->
278
+ <tr>
279
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
280
+ <b>🌏 Dukungan Bahasa</b>
281
+ </td>
282
+ </tr>
283
+
284
+ <tr bgcolor="#f8f9fa">
285
+ <td><b>Bahasa Indonesia</b></td>
286
+ <td bgcolor="#fff3cd">⚠️ Belum trained<br><small>Designed for ID</small></td>
287
+ <td bgcolor="#f8d7da">❌ Poor<br><small>English-heavy</small></td>
288
+ <td bgcolor="#f8d7da">❌ Poor<br><small>English-heavy</small></td>
289
+ <td bgcolor="#d4edda">✅ Native</td>
290
+ <td bgcolor="#f8d7da">❌ Minimal</td>
291
+ </tr>
292
+
293
+ <tr>
294
+ <td><b>English</b></td>
295
+ <td bgcolor="#fff3cd">⚠️ TBD<br><small>Bilingual design</small></td>
296
+ <td bgcolor="#d4edda">✅ Excellent</td>
297
+ <td bgcolor="#d4edda">✅ Excellent</td>
298
+ <td bgcolor="#fff3cd">⚠️ Limited</td>
299
+ <td bgcolor="#d4edda">✅ Good</td>
300
+ </tr>
301
+
302
+ <tr bgcolor="#f8f9fa">
303
+ <td><b>Training Data</b></td>
304
+ <td bgcolor="#fff3cd">⚠️ To be trained<br><small>User's choice</small></td>
305
+ <td bgcolor="#d4edda">2T tokens<br><small>English-heavy</small></td>
306
+ <td bgcolor="#d4edda">Unknown<br><small>English-heavy</small></td>
307
+ <td bgcolor="#d4edda">23GB<br><small>Indonesian</small></td>
308
+ <td bgcolor="#d4edda">40GB<br><small>WebText</small></td>
309
+ </tr>
310
+
311
+ <tr>
312
+ <td><b>Vocab Size</b></td>
313
+ <td bgcolor="#d4edda">32K<br><small>(configurable)</small></td>
314
+ <td bgcolor="#d4edda">32K</td>
315
+ <td bgcolor="#d4edda">32K</td>
316
+ <td bgcolor="#fff3cd">50K</td>
317
+ <td bgcolor="#fff3cd">50K</td>
318
+ </tr>
319
+
320
+ <!-- Developer Experience -->
321
+ <tr>
322
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
323
+ <b>👨‍💻 Developer Experience</b>
324
+ </td>
325
+ </tr>
326
+
327
+ <tr bgcolor="#f8f9fa">
328
+ <td><b>Error Messages</b></td>
329
+ <td bgcolor="#d4edda">✅ Helpful + solutions<br><small>Detailed debugging</small></td>
330
+ <td bgcolor="#fff3cd">⚠️ Standard PyTorch</td>
331
+ <td bgcolor="#fff3cd">⚠️ Standard PyTorch</td>
332
+ <td bgcolor="#f8d7da">❌ Basic errors</td>
333
+ <td bgcolor="#f8d7da">❌ Basic errors</td>
334
+ </tr>
335
+
336
+ <tr>
337
+ <td><b>Config Validation</b></td>
338
+ <td bgcolor="#d4edda">✅ Comprehensive<br><small>Auto-check conflicts</small></td>
339
+ <td bgcolor="#fff3cd">⚠️ Basic</td>
340
+ <td bgcolor="#fff3cd">⚠️ Basic</td>
341
+ <td bgcolor="#f8d7da">❌ Minimal</td>
342
+ <td bgcolor="#f8d7da">❌ Minimal</td>
343
+ </tr>
344
+
345
+ <tr bgcolor="#f8f9fa">
346
+ <td><b>Documentation</b></td>
347
+ <td bgcolor="#d4edda">✅ Extensive<br><small>ID + EN, with examples</small></td>
348
+ <td bgcolor="#d4edda">✅ Good<br><small>Official docs</small></td>
349
+ <td bgcolor="#fff3cd">⚠️ Medium<br><small>Community-driven</small></td>
350
+ <td bgcolor="#f8d7da">❌ Limited<br><small>Minimal docs</small></td>
351
+ <td bgcolor="#d4edda">✅ Extensive<br><small>OpenAI docs</small></td>
352
+ </tr>
353
+
354
+ <tr>
355
+ <td><b>Code Examples</b></td>
356
+ <td bgcolor="#d4edda">✅ 50+ examples<br><small>Training to deployment</small></td>
357
+ <td bgcolor="#d4edda">✅ Many examples</td>
358
+ <td bgcolor="#fff3cd">⚠️ Some examples</td>
359
+ <td bgcolor="#f8d7da">❌ Few examples</td>
360
+ <td bgcolor="#d4edda">✅ Many examples</td>
361
+ </tr>
362
+
363
+ <tr bgcolor="#f8f9fa">
364
+ <td><b>HuggingFace Integration</b></td>
365
+ <td bgcolor="#d4edda">✅ Full native<br><small>Auto-registered</small></td>
366
+ <td bgcolor="#d4edda">✅ Official</td>
367
+ <td bgcolor="#d4edda">✅ Official</td>
368
+ <td bgcolor="#d4edda">✅ Available</td>
369
+ <td bgcolor="#d4edda">✅ Standard</td>
370
+ </tr>
371
+
372
+ <!-- Availability & License -->
373
+ <tr>
374
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
375
+ <b>🌍 Ketersediaan & Lisensi</b>
376
+ </td>
377
+ </tr>
378
+
379
+ <tr>
380
+ <td><b>License</b></td>
381
+ <td bgcolor="#d4edda">✅ Apache 2.0<br><small>Fully permissive</small></td>
382
+ <td bgcolor="#fff3cd">⚠️ LLaMA 2 License<br><small>Commercial OK</small></td>
383
+ <td bgcolor="#d4edda">✅ Apache 2.0</td>
384
+ <td bgcolor="#d4edda">✅ MIT</td>
385
+ <td bgcolor="#d4edda">✅ MIT</td>
386
+ </tr>
387
+
388
+ <tr bgcolor="#f8f9fa">
389
+ <td><b>Commercial Use</b></td>
390
+ <td bgcolor="#d4edda">✅ Allowed<br><small>No restrictions</small></td>
391
+ <td bgcolor="#d4edda">✅ Allowed</td>
392
+ <td bgcolor="#d4edda">✅ Allowed</td>
393
+ <td bgcolor="#d4edda">✅ Allowed</td>
394
+ <td bgcolor="#d4edda">✅ Allowed</td>
395
+ </tr>
396
+
397
+ <tr>
398
+ <td><b>Weights Available</b></td>
399
+ <td bgcolor="#f8d7da">❌ Not trained<br><small>Architecture only</small></td>
400
+ <td bgcolor="#d4edda">✅ All sizes<br><small>7B/13B/70B</small></td>
401
+ <td bgcolor="#d4edda">✅ 7B</td>
402
+ <td bgcolor="#d4edda">✅ 117M</td>
403
+ <td bgcolor="#d4edda">✅ All sizes</td>
404
+ </tr>
405
+
406
+ <tr bgcolor="#f8f9fa">
407
+ <td><b>Self-Hosting</b></td>
408
+ <td bgcolor="#d4edda">✅ Designed for it<br><small>Full control</small></td>
409
+ <td bgcolor="#d4edda">✅ Yes</td>
410
+ <td bgcolor="#d4edda">✅ Yes</td>
411
+ <td bgcolor="#d4edda">✅ Yes</td>
412
+ <td bgcolor="#d4edda">✅ Yes</td>
413
+ </tr>
414
+
415
+ <tr>
416
+ <td><b>Training Required</b></td>
417
+ <td bgcolor="#f8d7da">❌ Yes<br><small>From scratch</small></td>
418
+ <td bgcolor="#d4edda">✅ No<br><small>Ready to use</small></td>
419
+ <td bgcolor="#d4edda">✅ No<br><small>Ready to use</small></td>
420
+ <td bgcolor="#d4edda">✅ No<br><small>Ready to use</small></td>
421
+ <td bgcolor="#d4edda">✅ No<br><small>Ready to use</small></td>
422
+ </tr>
423
+
424
+ <!-- Use Cases -->
425
+ <tr>
426
+ <td colspan="6" style="background-color: #e3f2fd; padding: 10px;">
427
+ <b>🎯 Use Cases</b>
428
+ </td>
429
+ </tr>
430
+
431
+ <tr bgcolor="#f8f9fa">
432
+ <td><b>Production Ready</b></td>
433
+ <td bgcolor="#f8d7da">❌ Not yet<br><small>After training</small></td>
434
+ <td bgcolor="#d4edda">✅ Yes</td>
435
+ <td bgcolor="#d4edda">✅ Yes</td>
436
+ <td bgcolor="#fff3cd">⚠️ Limited<br><small>Too small</small></td>
437
+ <td bgcolor="#fff3cd">⚠️ Limited<br><small>Outdated</small></td>
438
+ </tr>
439
+
440
+ <tr>
441
+ <td><b>Research</b></td>
442
+ <td bgcolor="#d4edda">✅ Excellent<br><small>Modular design</small></td>
443
+ <td bgcolor="#d4edda">✅ Good</td>
444
+ <td bgcolor="#d4edda">✅ Good</td>
445
+ <td bgcolor="#fff3cd">⚠️ Limited</td>
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+ <td bgcolor="#d4edda">✅ Classic baseline</td>
447
+ </tr>
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+
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+ <tr bgcolor="#f8f9fa">
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+ <td><b>Indonesian NLP</b></td>
451
+ <td bgcolor="#fff3cd">⚠️ After training<br><small>High potential</small></td>
452
+ <td bgcolor="#f8d7da">❌ Poor<br><small>Needs fine-tuning</small></td>
453
+ <td bgcolor="#f8d7da">❌ Poor<br><small>Needs fine-tuning</small></td>
454
+ <td bgcolor="#d4edda">✅ Native<br><small>But limited</small></td>
455
+ <td bgcolor="#f8d7da">❌ Poor</td>
456
+ </tr>
457
+
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+ <tr>
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+ <td><b>Education</b></td>
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+ <td bgcolor="#d4edda">✅ Excellent<br><small>Learn modern LLMs</small></td>
461
+ <td bgcolor="#d4edda">✅ Good</td>
462
+ <td bgcolor="#fff3cd">⚠️ Medium</td>
463
+ <td bgcolor="#d4edda">✅ Good<br><small>Simple architecture</small></td>
464
+ <td bgcolor="#d4edda">✅ Classic<br><small>Well-documented</small></td>
465
+ </tr>
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+
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+ </tbody>
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+ </table>
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+
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+ <div style="margin-top: 20px; padding: 15px; background-color: #fff3cd; border-left: 4px solid #ffc107;">
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+ <p><b>📝 Catatan Penting:</b></p>
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+ <ul style="margin: 10px 0;">
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+ <li><b>Caca</b> adalah arsitektur modern yang <b>belum dilatih</b> - perlu training dari nol dengan dataset Indonesian</li>
474
+ <li><b>LLaMA 2 & Mistral</b> sangat bagus untuk English, tapi <b>poor untuk Indonesian</b> tanpa fine-tuning</li>
475
+ <li><b>IndoGPT</b> adalah satu-satunya dedicated Indonesian LLM, tapi <b>arsitektur sudah outdated</b> (GPT-2 era)</li>
476
+ <li><b>GPT-2</b> dimasukkan sebagai baseline klasik - arsitektur yang sudah proven tapi tidak modern</li>
477
+ <li>Tidak ada model 7B+ yang native Indonesian dan open-source saat ini - <b>ini kesempatan Caca</b></li>
478
+ </ul>
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+ </div>
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+
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+ <div style="margin-top: 15px; padding: 15px; background-color: #d4edda; border-left: 4px solid #28a745;">
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+ <p><b>✨ Keunggulan Unik Caca:</b></p>
483
+ <ul style="margin: 10px 0;">
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+ <li>🎯 <b>Modular Design</b>: Toggle 50+ fitur tanpa rewrite code</li>
485
+ <li>🔧 <b>Developer-Friendly</b>: Error messages helpful + config validation</li>
486
+ <li>🚀 <b>Modern Architecture</b>: GQA + Flash Attention + SwiGLU + RMSNorm</li>
487
+ <li>🎨 <b>Multimodal Native</b>: Vision & Audio built-in (bukan add-on)</li>
488
+ <li>📚 <b>Extensive Docs</b>: Bahasa Indonesia + English dengan banyak contoh</li>
489
+ <li>⚡ <b>Optimization Focus</b>: 4 attention backends, auto-fallback, quantization ready</li>
490
+ <li>🔬 <b>Research-Oriented</b>: MoE, Mixture of Depths, Layer Scale, dll.</li>
491
+ </ul>
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+ </div>
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+
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+ <div style="margin-top: 15px; padding: 15px; background-color: #f8d7da; border-left: 4px solid #dc3545;">
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+ <p><b>⚠️ Keterbatasan Realistis:</b></p>
496
+ <ul style="margin: 10px 0;">
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+ <li>❌ <b>Belum trained</b> - output akan random sampai di-training</li>
498
+ <li>❌ <b>Belum ada tokenizer</b> - perlu training tokenizer sendiri untuk Indonesian</li>
499
+ <li>❌ <b>Butuh resources besar</b> - training 7B model perlu GPU kelas A100</li>
500
+ <li>❌ <b>Belum teruji</b> - perlu extensive evaluation setelah training</li>
501
+ <li>❌ <b>Community masih kecil</b> - tidak sebesar LLaMA/Mistral ecosystem</li>
502
+ </ul>
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+ </div>
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+
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  <!-- Quotes -->
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  <img src="https://quotes-caca.vercel.app/api/SsQuote" alt="Daily Quote" width="100%" />