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tya-math-ling-fmt-t06
rita-cohere/tya-math-ling-fmt-t06
tya-math-ling-fmt-t06 is a machine learning model from rita-cohere. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
rita-cohere/tya-math-ling-hyp-5327 (math-ling hyp ckpt) packaged for IOL-AI 2026 with the decode stack from linguini-test-iolai.ipynb:
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At a glance
- License
- apache-2.0
- Model type
- cohere2
- Access
- Public
- Created
- Jul 24, 2026
- Updated
- Jul 24, 2026
- SHA
- b5b5999e
Base models
Model card
From the Hugging Face model README
tya-math-ling-fmt-t06
rita-cohere/tya-math-ling-hyp-5327 (math-ling hyp ckpt) packaged for IOL-AI 2026 with the decode stack from linguini-test-iolai.ipynb:
- FORMAT IS CRITICAL user prompt + per-task FORMAT/DIRECTION hints
(translation, fill_blanks, match_letters, num↔text) /think+reasoning_options.enabled- think 2048 @ T=0.6; force-close
<|END_THINKING|><|START_RESPONSE|>if needed - answer 512 @ T=0.6
- soft
P(END_THINKING)≥0.55early exit + loop break - marker-gated
FINAL ANSWERS:parser (no think-trace dump); strip**bold** - up to 3 quality resamples on empty/bad format
script.py reads /tmp/data/test.csv and writes submission.csv (id,pred).
- Type
- cohere2
- License
- apache-2.0
- Languages
- multilingual
- Created
- Jul 24, 2026
- Updated
- Jul 24, 2026