Jev-Style-0.8B-Decision-v3 / figures /multilingual.svg
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<dc:date>2026-09-24T22:39:16.825545</dc:date>
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<text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(15.84 373.145836)">v3: in-domain for the 14 trained locales, held-out for the other 37 (vi/th/el/ur: ~1.3K translated-NLI rows each; zh-TW shares Chinese</text>
<text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(15.84 384.896344)">with zh-CN; a 69-row multilingual jailbreak set in training may include a few prompts in other held-out languages).</text>
<text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(15.84 396.691969)">Laya: official multilingual checkpoint re-run by us on identical rows with its shipped temperature and default token budget (held-out).</text>
<text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(15.84 408.487594)">Every per-language gap is at least 11 pts; paired 95% CI of the 51-language macro gap: +30.1 to +33.1 pts. v3 is also ahead of the best</text>
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