Where this model stands against the best model in each language at Q8_0, its speed on an AMD Ryzen 4750U laptop, and what the card says. Add a second model to compare them head to head.
modelcohere-transcribe-arabic-07-2026
AMD 4750U GPU8.3×
AMD 4750U CPU4.3×
Q8_0 size2.25 GB
frontier · AMD 4750U GPU1 of 2
verdict: Best in 1 of 2 languages (Arabic). Faster than realtime on the AMD 4750U GPU (8.3×) and AMD 4750U CPU (4.3×).
license: Apache-2.0 · card languages: 2 · —
standing by language · 2 benchmarked
Each bar compares this model with the best other model in that language, on a log scale: left of center it is ahead, right of center behind, and the other model is named on the row. The two error rates use the legend colors: this model first, the other model second. Faded bars are ties, where the 95% confidence intervals overlap. Sorted strongest standing first. Hover a row for full details.
cohere-transcribe-arabic-07-2026 errorbest other model errortie: the 95% CIs overlap
quantization · 2 usable languages at BF16, F16, Q6_K, Q5_K_M, Q4_K_M
BF16 is within noise on the one usable language: 170% of the Q8_0 file for no measurable accuracy cost. F16 is within noise on the one usable language: 170% of the Q8_0 file for no measurable accuracy cost. Q6_K is within noise on the one usable language: 82% of the Q8_0 file for no measurable accuracy cost. Q5_K_M is within noise on every one of 2 usable languages: 73% of the Q8_0 file for no measurable accuracy cost. Q4_K_M is within noise on the one usable language: 65% of the Q8_0 file for no measurable accuracy cost.
BF16 file170% of Q8_03.82 GB against 2.25 GB
median error change−0.4%over 1 usable language
measurably worse0 of 1above the Q8_0 95% confidence interval