Ultramarine-1-flash — a GLM-5.3-Flash fine tune that outperforms Fable at 1/60th the cost open weights, open harness, open training data, open training code, so open.. www.paperinstruments.com/blog/ultrama...
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Ultramarine-1-flash — a GLM-5.3-Flash fine tune that outperforms Fable at 1/60th the cost open weights, open harness, open training data, open training code, so open.. www.paperinstruments.com/blog/ultrama...
12 reposts176 likes
The part of the report I’d keep is the rubric example: a criterion should accept a differently worded, equally valid answer, yet reject a fluent one that blurs board approval with counsel clearance. Specialization in knowledge work may be just that: knowing which distinctions a grader must not blur.