{"schema_version":"onlylabs.public_signal.v1","title":"Xiaomi (MiMo) Fork: XiaomiMiMo/vllm","description":"Xiaomi (MiMo) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb","json_url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb/signal.json","generated_at":"2026-06-11T02:54:14.938034+00:00","org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/xiaomi","dossier_json_url":"https://onlylabs.fyi/labs/xiaomi/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb","signal_json":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb/signal.json","source":"https://github.com/XiaomiMiMo/vllm","lab_dossier":"https://onlylabs.fyi/labs/xiaomi","lab_dossier_json":"https://onlylabs.fyi/labs/xiaomi/dossier.json","analysis":"https://onlylabs.fyi/analysis/xiaomi","analysis_json":"https://onlylabs.fyi/analysis/xiaomi/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xiaomi/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Xiaomi (MiMo) forked XiaomiMiMo/vllm (forked from vllm-project/vllm). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/vllm · parent vllm-project/vllm · Routine fork, low stars. onlylabs links this event to 1 captured evidence page and 1 related fork signal.","signal_desk":"forks","source_context":{"source_url":"https://github.com/XiaomiMiMo/vllm","source_host":"github.com","occurred_at":"2025-04-29T06:43:27+00:00","first_seen_at":"2026-06-05T20:58:53.241421+00:00","date_source":"source","context":"forked from vllm-project/vllm"},"context_markers":[{"label":"Lab","value":"Xiaomi (MiMo)","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"XiaomiMiMo/vllm","source":"source"},{"label":"Parent","value":"vllm-project/vllm","source":"source"},{"label":"Stars","value":"31","source":"traction"},{"label":"Notability","value":"Routine fork, low stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/XiaomiMiMo/vllm"],"related_signals":1,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:14.938034+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb/signal.json","dossier_json":"https://onlylabs.fyi/labs/xiaomi/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/xiaomi/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xiaomi/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 1 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb/signal.json","required":true},{"label":"source","url":"https://github.com/XiaomiMiMo/vllm","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/xiaomi/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/xiaomi/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Xiaomi (MiMo)'s fork signal \"XiaomiMiMo/vllm\" for neolab strategy."},"semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/vllm","text":"Xiaomi (MiMo) forked XiaomiMiMo/vllm."},{"subject":"XiaomiMiMo/vllm","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/vllm is classified as fork signal."},{"subject":"XiaomiMiMo/vllm","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/vllm belongs to forks desk."},{"subject":"XiaomiMiMo/vllm","predicate":"has context","object":"forked from vllm-project/vllm","text":"XiaomiMiMo/vllm has context forked from vllm-project/vllm."},{"subject":"XiaomiMiMo/vllm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/vllm has evidence coverage 1 captured evidence page."},{"subject":"XiaomiMiMo/vllm","predicate":"has captured page count","object":"1","text":"XiaomiMiMo/vllm has captured page count 1."},{"subject":"XiaomiMiMo/vllm","predicate":"has readable page count","object":"1","text":"XiaomiMiMo/vllm has readable page count 1."},{"subject":"XiaomiMiMo/vllm","predicate":"has related signal count","object":"1","text":"XiaomiMiMo/vllm has related signal count 1."},{"subject":"XiaomiMiMo/vllm","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"XiaomiMiMo/vllm has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"XiaomiMiMo/vllm","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/vllm has source host github.com."},{"subject":"XiaomiMiMo/vllm","predicate":"has lab","object":"Xiaomi (MiMo)","text":"XiaomiMiMo/vllm has lab Xiaomi (MiMo)."},{"subject":"XiaomiMiMo/vllm","predicate":"has signal desk","object":"forks","text":"XiaomiMiMo/vllm has signal desk forks."},{"subject":"XiaomiMiMo/vllm","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/vllm has source host github.com."},{"subject":"XiaomiMiMo/vllm","predicate":"has repository","object":"XiaomiMiMo/vllm","text":"XiaomiMiMo/vllm has repository XiaomiMiMo/vllm."},{"subject":"XiaomiMiMo/vllm","predicate":"has parent","object":"vllm-project/vllm","text":"XiaomiMiMo/vllm has parent vllm-project/vllm."},{"subject":"XiaomiMiMo/vllm","predicate":"has stars","object":"31","text":"XiaomiMiMo/vllm has stars 31."},{"subject":"XiaomiMiMo/vllm","predicate":"has notability","object":"Routine fork, low stars","text":"XiaomiMiMo/vllm has notability Routine fork, low stars."},{"subject":"XiaomiMiMo/vllm","predicate":"has watch term","object":"Eval methodology","text":"XiaomiMiMo/vllm has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Xiaomi (MiMo) forked XiaomiMiMo/vllm (forked from vllm-project/vllm). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/vllm · parent vllm-project/vllm · Routine fork, low stars. onlylabs links this event to 1 captured evidence page and 1 related fork signal.","semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/vllm","text":"Xiaomi (MiMo) forked XiaomiMiMo/vllm."},{"subject":"XiaomiMiMo/vllm","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/vllm is classified as fork signal."},{"subject":"XiaomiMiMo/vllm","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/vllm belongs to forks desk."},{"subject":"XiaomiMiMo/vllm","predicate":"has context","object":"forked from vllm-project/vllm","text":"XiaomiMiMo/vllm has context forked from vllm-project/vllm."},{"subject":"XiaomiMiMo/vllm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/vllm has evidence coverage 1 captured evidence page."}]},"signal":{"id":"22317a95-d4e6-423d-a7c0-222620f2c7eb","url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb","json_url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb/signal.json","source_url":"https://github.com/XiaomiMiMo/vllm","title":"XiaomiMiMo/vllm","summary":"Xiaomi (MiMo) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from vllm-project/vllm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2025-04-29T06:43:27+00:00","first_seen_at":"2026-06-05T20:58:53.241421+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/XiaomiMiMo/vllm"]},"facets":{"repo":"XiaomiMiMo/vllm","parent":"vllm-project/vllm"},"traction":{"github_stars":31,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/XiaomiMiMo/vllm","final_url":"https://github.com/XiaomiMiMo/vllm","title":"XiaomiMiMo/vllm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:14.938034+00:00","bytes":30204,"raw_path":"8e46134920e79b621c2238078e3d1d8c98b72b9a7ae9390a0d1b93aca3550539.json","content_hash":"4f3cfc62367b9050a9a013d1042ef12c9d3dbdbdaf96072acd03372ba83461b5","excerpt_chars":1200,"truncated":true,"excerpt":"XiaomiMiMo/vllm Description: A high-throughput and memory-efficient inference and serving engine for LLMs Language: Python License: Apache-2.0 Stars: 31 Forks: 5 Open issues: 0 Created: 2025-04-29T06:43:27Z Pushed: 2025-05-12T09:06:32Z Default branch: feat_mimo_mtp_stable_073 Fork: yes Parent repository: vllm-project/vllm Archived: no README: <p align=\"center\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubusercontent.com/vllm-project/vllm/main/docs/source/assets/logos/vllm-logo-text-dark.png\"> <img alt=\"vLLM\" src=\"https://raw.githubusercontent.com/vllm-project/vllm/main/docs/source/assets/logos/vllm-logo-text-light.png\" width=55%> </picture> </p> <h3 align=\"center\"> Easy, fast, and cheap LLM serving for everyone </h3> <p align=\"center\"> | <a href=\"https://docs.vllm.ai\"><b>Documentation</b></a> | <a href=\"https://vllm.ai\"><b>Blog</b></a> | <a href=\"https://arxiv.org/abs/2309.06180\"><b>Paper</b></a> | <a href=\"https://x.com/vllm_project\"><b>Twitter/X</b></a> | <a href=\"https://slack.vllm.ai\"><b>Developer Slack</b></a> | </p> --- We are excited to invite you to our Menlo Park meetup with Meta, evening of Thursday, February 27! Meta engineers will..."},"evidence_pages":[{"url":"https://github.com/XiaomiMiMo/vllm","final_url":"https://github.com/XiaomiMiMo/vllm","title":"XiaomiMiMo/vllm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:14.938034+00:00","bytes":30204,"raw_path":"8e46134920e79b621c2238078e3d1d8c98b72b9a7ae9390a0d1b93aca3550539.json","content_hash":"4f3cfc62367b9050a9a013d1042ef12c9d3dbdbdaf96072acd03372ba83461b5","excerpt_chars":1200,"truncated":true,"excerpt":"XiaomiMiMo/vllm Description: A high-throughput and memory-efficient inference and serving engine for LLMs Language: Python License: Apache-2.0 Stars: 31 Forks: 5 Open issues: 0 Created: 2025-04-29T06:43:27Z Pushed: 2025-05-12T09:06:32Z Default branch: feat_mimo_mtp_stable_073 Fork: yes Parent repository: vllm-project/vllm Archived: no README: <p align=\"center\"> <picture> <source media=\"(prefers-color-scheme: dark)\" srcset=\"https://raw.githubusercontent.com/vllm-project/vllm/main/docs/source/assets/logos/vllm-logo-text-dark.png\"> <img alt=\"vLLM\" src=\"https://raw.githubusercontent.com/vllm-project/vllm/main/docs/source/assets/logos/vllm-logo-text-light.png\" width=55%> </picture> </p> <h3 align=\"center\"> Easy, fast, and cheap LLM serving for everyone </h3> <p align=\"center\"> | <a href=\"https://docs.vllm.ai\"><b>Documentation</b></a> | <a href=\"https://vllm.ai\"><b>Blog</b></a> | <a href=\"https://arxiv.org/abs/2309.06180\"><b>Paper</b></a> | <a href=\"https://x.com/vllm_project\"><b>Twitter/X</b></a> | <a href=\"https://slack.vllm.ai\"><b>Developer Slack</b></a> | </p> --- We are excited to invite you to our Menlo Park meetup with Meta, evening of Thursday, February 27! Meta engineers will..."}],"related_signals":[{"id":"b1608d6d-6843-471c-8fdf-283941727e40","url":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40","source_url":"https://github.com/XiaomiMiMo/lmms-eval","title":"XiaomiMiMo/lmms-eval","context":"forked from EvolvingLMMs-Lab/lmms-eval","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"xiaomi","name":"Xiaomi (MiMo)","category":"neolab"},"occurred_at":"2025-05-29T22:25:08+00:00","first_seen_at":"2026-06-05T20:58:53.241421+00:00","date_source":"source"}]}