Tess-4.5-27B open-sourced: same scores with 25% fewer tokens than its Qwen base

jacek2023 · reddit · 2026-10-20

migtissera (author of Synthia) released Tess-4.5-27B, an open-source Qwen finetune (GGUF on Hugging Face), pitched as "less thinking, same answers." Across all 150 BenchLocal scenarios it hits the same scores with 25% fewer tokens than its base (262K vs 349K); on CLI-40 it uses 32% fewer tokens while scoring higher, and 43% fewer on data extraction. Fewer tokens mean faster answers, less context spent, longer sessions — compounding with a draft head on local GPUs.

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