4 papers
Apriel-1.5-15b-Thinker
Shruthan Radhakrishna, Aman Tiwari, Aanjaneya Shukla +21
We present Apriel-1.5-15B-Thinker, a 15-billion parameter open-weights multimodal reasoning model that achieves frontier-level performance through training design rather than sheer…
Apriel-Nemotron-15B-Thinker
Shruthan Radhakrishna, Soham Parikh, Gopal Sarda +32
While large language models (LLMs) have achieved remarkable reasoning capabilities across domains like code, math and other enterprise tasks, their significant memory and computati…
Improving Multilingual Math Reasoning for African Languages
Odunayo Ogundepo, Akintunde Oladipo, Kelechi Ogueji +3
Researchers working on low-resource languages face persistent challenges due to limited data availability and restricted access to computational resources. Although most large lang…
CURE: A Dataset for Clinical Understanding & Retrieval Evaluation
Nadia Athar Sheikh, Daniel Buades Marcos, Anne-Laure Jousse +3
Given the dominance of dense retrievers that do not generalize well beyond their training dataset distributions, domain-specific test sets are essential in evaluating retrieval. Th…