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Reka Team: multimodal curriculum and reverse long-document instruction training

Integrated modular text/image/video/audio input encoders with a text-generating backbone and staged data/objective/context curricula, including synthetic reverse instruction construction from long documents.

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Integrated modular text/image/video/audio input encoders with a text-generating backbone and staged data/objective/context curricula, including synthetic reverse instruction construction from long documents.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

SwiGLU, GQA, RoPE, normalization and RLHF are inherited. Acquired delta is documented multimodal training/system resource, not their invention. April report controls details; February launch did not yet include Core. Passkey retrieval is not general long-context reliability, and source benchmarks are not independently replayed.

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People and systems

Aitor Ormazabal; Che Zheng; Cyprien de Masson d'Autume; Dani Yogatama; Deyu Fu; Donovan Ong; Eric Chen; Eugenie Lamprecht; Hai Pham; Isaac Ong; Kaloyan Aleksiev; Lei Li; Matthew Henderson; Max Bain; Mikel Artetxe; Nishant Relan; Piotr Padlewski; Qi Liu; Ren Chen; Samuel Phua; Yazheng Yang; Yi Tay; Yuqi Wang; Zhongkai Zhu; Zhihui Xie

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Reka Team: multimodal curriculum and reverse long-document instruction training

Integrated modular text/image/video/audio input encoders with a text-generating backbone and staged data/objective/context curricula, including synthetic reverse instruction construction from long documents.

Scientific scope

SwiGLU, GQA, RoPE, normalization and RLHF are inherited. Acquired delta is documented multimodal training/system resource, not their invention. April report controls details; February launch did not yet include Core. Passkey retrieval is not general long-context reliability, and source benchmarks are not independently replayed.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Aitor Ormazabal; Che Zheng; Cyprien de Masson d'Autume; Dani Yogatama; Deyu Fu; Donovan Ong; Eric Chen; Eugenie Lamprecht; Hai Pham; Isaac Ong; Kaloyan Aleksiev; Lei Li; Matthew Henderson; Max Bain; Mikel Artetxe; Nishant Relan; Piotr Padlewski; Qi Liu; Ren Chen; Samuel Phua; Yazheng Yang; Yi Tay; Yuqi Wang; Zhongkai Zhu; Zhihui Xie

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources