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4. TOKENIZATION ANALYSIS
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✅ Tokenizer loaded successfully
Vocabulary size: 8,000
Token count: 27,952
Unique tokens: 736
Avg token length: 1.64 chars
TPC (tokens/char): 0.663
⚠️ Found 14147 broken tokens
Sample: ['-', '-', '-', 'A', 'G', 'E', '1', '-', '-', '-']
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5. CHARACTER DISTRIBUTION
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Total: 42,150
Khmer: 34,744 (82.4%)
Latin: 416
⚠️ Found 14 suspicious characters:
U+002D (HYPHEN-MINUS): 289 times
U+00A9 (COPYRIGHT SIGN): 1 times
U+0022 (QUOTATION MARK): 24 times
U+005B (LEFT SQUARE BRACKET): 1 times
U+005D (RIGHT SQUARE BRACKET): 1 times
U+0028 (LEFT PARENTHESIS): 35 times
U+0029 (RIGHT PARENTHESIS): 40 times
U+00AB (LEFT-POINTING DOUBLE ANGLE QUOTATION MARK): 1 times
U+00BB (RIGHT-POINTING DOUBLE ANGLE QUOTATION MARK): 1 times
U+2756 (BLACK DIAMOND MINUS WHITE X): 4 times
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6. SUMMARY & RECOMMENDATIONS
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⚠️ ISSUES FOUND:
- 537 broken clusters
RECOMMENDED FIXES:
3. Fix orphaned COENG characters
Review manually or use Khmer text validator
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