Inkling 2 Small
CymraegBench v0.1 — low effort open weights
| Overall | Welsh reasoning | Practical Welsh | BLEU |
|---|---|---|---|
| 81.99 | 84.43 | 79.56 | 68.44 |
2,053 cases completed: no invalid outputs, refusals, infrastructure errors or token-limit truncations.
Protocol and scoring
Mandatory low-effort reasoning; corrected binary-answer extractor (binary-boundary-v2). This is not a thinking-off run.
OpenRouter, Nebius provider; temperature 0 and seed 1. A 2,048-token completion floor shared between reasoning and the answer. Raw responses are retained. Explicit Y/N labels at the start or on the final line are accepted; conflicting labels are rejected. Not all older results have been rescored with this extractor.
Despite the name “Small”, this is a 594B-parameter MoE with 17B active parameters. It belongs in the main open-model table, not the up-to-7B group. Model card.
CCC Language Audit
93.37 — mean of the seven subsets, separate from the overall score.
| ccc-cywiro-esbonio | 88.44 |
|---|---|
| ccc-priod-ddull | 96.88 |
| ccc-termau | 90.62 |
| ccc-crynhoi-dyfynnu | 88.93 |
| ccc-cyfeiriadau | 88.75 |
| ccc-cyfarwyddyd-cymraeg | 100.00 |
| ccc-cyfarwyddyd-saesneg | 100.00 |
