{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Repo: MoonshotAI/MoBA","description":"Moonshot AI (Kimi) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/4fe90502-7e59-45fd-b07a-823187a39e9c","json_url":"https://onlylabs.fyi/signals/4fe90502-7e59-45fd-b07a-823187a39e9c/signal.json","generated_at":"2026-06-11T03:57:38.410485+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/4fe90502-7e59-45fd-b07a-823187a39e9c","signal_json":"https://onlylabs.fyi/signals/4fe90502-7e59-45fd-b07a-823187a39e9c/signal.json","source":"https://github.com/MoonshotAI/MoBA","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Moonshot AI (Kimi) published MoonshotAI/MoBA (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MoonshotAI/MoBA · language Python · New repo with 2k stars, solid traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/MoonshotAI/MoBA","source_host":"github.com","occurred_at":"2025-02-17T13:27:30+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Moonshot AI (Kimi)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"MoonshotAI/MoBA","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"2,128","source":"traction"},{"label":"Notability","value":"New repo with 2k stars, solid traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch 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\"MoonshotAI/MoBA\" for frontier lab strategy."},"semantic_triples":[{"subject":"Moonshot AI (Kimi)","predicate":"published repo","object":"MoonshotAI/MoBA","text":"Moonshot AI (Kimi) published repo MoonshotAI/MoBA."},{"subject":"MoonshotAI/MoBA","predicate":"is classified as","object":"repo signal","text":"MoonshotAI/MoBA is classified as repo signal."},{"subject":"MoonshotAI/MoBA","predicate":"belongs to","object":"repos desk","text":"MoonshotAI/MoBA belongs to repos desk."},{"subject":"MoonshotAI/MoBA","predicate":"has context","object":"Python","text":"MoonshotAI/MoBA has context Python."},{"subject":"MoonshotAI/MoBA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MoonshotAI/MoBA has evidence coverage 1 captured evidence page."},{"subject":"MoonshotAI/MoBA","predicate":"has captured page count","object":"1","text":"MoonshotAI/MoBA has captured page count 1."},{"subject":"MoonshotAI/MoBA","predicate":"has readable page 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MoonshotAI/MoBA (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MoonshotAI/MoBA · language Python · New repo with 2k stars, solid traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Moonshot AI (Kimi)","predicate":"published repo","object":"MoonshotAI/MoBA","text":"Moonshot AI (Kimi) published repo MoonshotAI/MoBA."},{"subject":"MoonshotAI/MoBA","predicate":"is classified as","object":"repo signal","text":"MoonshotAI/MoBA is classified as repo signal."},{"subject":"MoonshotAI/MoBA","predicate":"belongs to","object":"repos desk","text":"MoonshotAI/MoBA belongs to repos desk."},{"subject":"MoonshotAI/MoBA","predicate":"has context","object":"Python","text":"MoonshotAI/MoBA has context Python."},{"subject":"MoonshotAI/MoBA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MoonshotAI/MoBA has evidence coverage 1 captured evidence 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--- Mixture of Block Attention** * **Trainable Block Sparse Attention**: The full context is divided into blocks, where each query token learns to attend to the most relevant KV blocks, enabling efficient processing of long sequences. * **Parameter-less Gating Mechanism**: A novel Parameter-less top-k gating mechanism is introduced to selects the most relevant blocks for each query token, ensuring that the model focuses only on the most informative blocks. * **Seamlessly Transition between Full and Sparse Attention**: MoBA is designed to be a flexible substitute for full..."},"evidence_pages":[{"url":"https://github.com/MoonshotAI/MoBA","final_url":"https://github.com/MoonshotAI/MoBA","title":"MoonshotAI/MoBA repository 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