Embedding Compression and Efficiency on Large-vocabulary Chinese benchmark
28.9Memory (GB)Memory-Efficient FastText
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Memory-Efficient FastText2025.06 | 28.9 | 9.9 | 3.2 | 18.6 | |
| Quantized FastText2025.06 | 72.6 | 4 | 8.9 | 44.7 | |
| SVD Compression2025.06 | 89.3 | 3.2 | 15.4 | 62.1 | |
| Original FastText2025.06 | 145.2 | 2 | 12.3 | 89.4 | |
| HashFree FastText2025.06 | 287.4 | 1 | 28.7 | 201.8 |