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Language Models

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Thursday, 20 August 2026

Meet S1-mini: Superwhisper’s 462 MB Open-Weights Text Normalizer That Turns Raw ASR Transcripts Into Clean Written Text

MarkTechPost 1 month ago 51

Superwhisper released the S1 family of models, including S1-mini: a 0.6B open-weights text normalizer for rewriting raw ASR transcripts into cleaned written text. On its held-out set of 7,519 cases, S1-mini reached 94.8% token accuracy (greedy on the Q4_K_M quantized build). As a result, developers can run only S1-mini locally on a 462 MB laptop-CPU GGUF file while the S1-Voice and S1-Language components remain cloud-only services.

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Open-Weight Models Hugging Face Model Releases Language Models

Sakana Translate translation model updated to the new generation "Sakana Namazu"

Sakana AI 48

Sakana AI updated the translation model behind Sakana Translate by switching it to the new generation Sakana Namazu released via API and Sakana Chat. In an internal head-to-head test on 160 Japanese-to-English translation tasks, Sakana Translate was judged better than each compared model more than 50% of the time. The service now produces more natural Japanese–English–Chinese bidirectional translations while remaining free and adding planned support for file translation, glossary integration, and enterprise options.

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Model Release Language Models Sakana AI

Multilingual Knowledge Transfer under Data Constraints via Lexical Interventions

Apple Machine Learning Research 1 month ago 45

Cross-lingual knowledge transfer is presented as essential for training multilingual language models on low-data languages, because key knowledge for downstream tasks must come mainly from a high-resource language when target data is scarce. No specific number, date, or benchmark appears in the provided excerpt. The approach described shifts to using lexical interventions to move knowledge across languages under data constraints.

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Large Language Models Model Training Language Models AI & Academia

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