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Embedding Compression and Efficiency on Large-vocabulary Chinese benchmark
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28.9
Memory (GB)
Memory-Efficient FastText
18.56
88.355
158.15
227.945
Jun 2, 2025
Memory (GB)
Compression Ratio (vs HashFree)
Loading Time (min)
Storage (GB)
Updated 18d ago
Evaluation Results
Method
Method
Links
Memory (GB)
Compression Ratio (vs HashFree)
Loading Time (min)
Storage (GB)
Memory-Efficient FastText
2025.06
28.9
9.9
3.2
18.6
Quantized FastText
2025.06
72.6
4
8.9
44.7
SVD Compression
2025.06
89.3
3.2
15.4
62.1
Original FastText
2025.06
145.2
2
12.3
89.4
HashFree FastText
2025.06
287.4
1
28.7
201.8
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