ResearchBenchmarksMachine Translation on WMT16Machine Translation on WMT16Follow35.81BLEU Score (Linewise)HATified30.9136832.1848433.45634.72716Mar 16, 2026Evaluation resultsMethodMethodLinksBLEU Score (Linewise)Compression RatioBytes per Sequence PositionHATifiedtraining=SFT, shots=3-...training=SFT, shots=3-shot2026.0335.81—6.02HATifiedshots=3-shotshots=3-shot2026.0334.7786.03—Llamashots=3-shotshots=3-shot2026.0334.354.21—Tülutraining=SFT, shots=3-...training=SFT, shots=3-shot2026.0331.414—4.2T-Freeshots=3-shotshots=3-shot2026.0331.1716.03—Tülushots=3-shotshots=3-shot2026.0331.1024.21—