{"schema_version":"onlylabs.public_signal.v1","title":"Xiaomi (MiMo) Fork: XiaomiMiMo/lmms-eval","description":"Xiaomi (MiMo) fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40","json_url":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40/signal.json","generated_at":"2026-06-11T02:54:11.272032+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/b1608d6d-6843-471c-8fdf-283941727e40","signal_json":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40/signal.json","source":"https://github.com/XiaomiMiMo/lmms-eval","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/lmms-eval (forked from EvolvingLMMs-Lab/lmms-eval). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/lmms-eval · parent EvolvingLMMs-Lab/lmms-eval · Xiaomi fork of eval repo, 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/lmms-eval","source_host":"github.com","occurred_at":"2025-05-29T22:25:08+00:00","first_seen_at":"2026-06-05T20:58:53.241421+00:00","date_source":"source","context":"forked from EvolvingLMMs-Lab/lmms-eval"},"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/lmms-eval","source":"source"},{"label":"Parent","value":"EvolvingLMMs-Lab/lmms-eval","source":"source"},{"label":"Stars","value":"71","source":"traction"},{"label":"Notability","value":"Xiaomi fork of eval repo, low stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/lmms-eval"],"related_signals":1,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:11.272032+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40/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/b1608d6d-6843-471c-8fdf-283941727e40/signal.json","required":true},{"label":"source","url":"https://github.com/XiaomiMiMo/lmms-eval","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/lmms-eval\" for neolab strategy."},"semantic_triples":[{"subject":"Xiaomi (MiMo)","predicate":"forked","object":"XiaomiMiMo/lmms-eval","text":"Xiaomi (MiMo) forked XiaomiMiMo/lmms-eval."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/lmms-eval is classified as fork signal."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/lmms-eval belongs to forks desk."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has context","object":"forked from EvolvingLMMs-Lab/lmms-eval","text":"XiaomiMiMo/lmms-eval has context forked from EvolvingLMMs-Lab/lmms-eval."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/lmms-eval has evidence coverage 1 captured evidence page."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has captured page count","object":"1","text":"XiaomiMiMo/lmms-eval has captured page count 1."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has readable page count","object":"1","text":"XiaomiMiMo/lmms-eval has readable page count 1."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has related signal count","object":"1","text":"XiaomiMiMo/lmms-eval has related signal count 1."},{"subject":"XiaomiMiMo/lmms-eval","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/lmms-eval 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/lmms-eval","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/lmms-eval has source host github.com."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has lab","object":"Xiaomi (MiMo)","text":"XiaomiMiMo/lmms-eval has lab Xiaomi (MiMo)."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has signal desk","object":"forks","text":"XiaomiMiMo/lmms-eval has signal desk forks."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has source host","object":"github.com","text":"XiaomiMiMo/lmms-eval has source host github.com."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has repository","object":"XiaomiMiMo/lmms-eval","text":"XiaomiMiMo/lmms-eval has repository XiaomiMiMo/lmms-eval."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has parent","object":"EvolvingLMMs-Lab/lmms-eval","text":"XiaomiMiMo/lmms-eval has parent EvolvingLMMs-Lab/lmms-eval."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has stars","object":"71","text":"XiaomiMiMo/lmms-eval has stars 71."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has notability","object":"Xiaomi fork of eval repo, low stars","text":"XiaomiMiMo/lmms-eval has notability Xiaomi fork of eval repo, low stars."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has watch term","object":"Eval methodology","text":"XiaomiMiMo/lmms-eval has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Xiaomi (MiMo) forked XiaomiMiMo/lmms-eval (forked from EvolvingLMMs-Lab/lmms-eval). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo XiaomiMiMo/lmms-eval · parent EvolvingLMMs-Lab/lmms-eval · Xiaomi fork of eval repo, 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/lmms-eval","text":"Xiaomi (MiMo) forked XiaomiMiMo/lmms-eval."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"is classified as","object":"fork signal","text":"XiaomiMiMo/lmms-eval is classified as fork signal."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"belongs to","object":"forks desk","text":"XiaomiMiMo/lmms-eval belongs to forks desk."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has context","object":"forked from EvolvingLMMs-Lab/lmms-eval","text":"XiaomiMiMo/lmms-eval has context forked from EvolvingLMMs-Lab/lmms-eval."},{"subject":"XiaomiMiMo/lmms-eval","predicate":"has evidence coverage","object":"1 captured evidence page","text":"XiaomiMiMo/lmms-eval has evidence coverage 1 captured evidence page."}]},"signal":{"id":"b1608d6d-6843-471c-8fdf-283941727e40","url":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40","json_url":"https://onlylabs.fyi/signals/b1608d6d-6843-471c-8fdf-283941727e40/signal.json","source_url":"https://github.com/XiaomiMiMo/lmms-eval","title":"XiaomiMiMo/lmms-eval","summary":"Xiaomi (MiMo) forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","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","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/lmms-eval"]},"facets":{"repo":"XiaomiMiMo/lmms-eval","parent":"EvolvingLMMs-Lab/lmms-eval"},"traction":{"github_stars":71,"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/lmms-eval","final_url":"https://github.com/XiaomiMiMo/lmms-eval","title":"XiaomiMiMo/lmms-eval repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:11.272032+00:00","bytes":24929,"raw_path":"ecf0bacea206bd67c238667da1c32f58900258b3eb37f6140cc9c58e507fc6d9.json","content_hash":"ee4081b5edd18697a42b5e556cb71591f39f7d744be67c3cd793d0ab7f5b88b0","excerpt_chars":1200,"truncated":true,"excerpt":"XiaomiMiMo/lmms-eval Description: Accelerating the development of large multimodal models (LMMs) with one-click evaluation module - lmms-eval. Language: Python License: NOASSERTION Stars: 71 Forks: 5 Open issues: 0 Created: 2025-05-29T22:25:08Z Pushed: 2025-08-08T12:15:22Z Default branch: mimo_vl_eval Fork: yes Parent repository: EvolvingLMMs-Lab/lmms-eval Archived: no README: The Evaluation Suite of Xiaomi MiMo-VL To promote **rigorous**, **reproducible**, and **thinking-oriented** evaluation of Vision-Language Models (VLMs), we open-source our evaluation suite for [**MiMo-VL**](https://github.com/XiaomiMiMo/MiMo-VL) and beyond. Built on top of the excellent [lmms-eval](https://github.com/EvolvingLMMs-Lab/lmms-eval) framework, we introduce several improvements in model integration, evaluation protocol, and task coverage to better support the next generation of reasoning-capable VLMs. 📰 News **[25/08/08]** We update our evaluation framework along with the release of [MiMo-VL-7B-SFT-2508](https://huggingface.co/XiaomiMiMo/MiMo-VL-7B-SFT-2508) and [MiMo-VL-7B-RL-2508](https://huggingface.co/XiaomiMiMo/MiMo-VL-7B-RL-2508). New features include: - Additional GUI action benchmarks..."},"evidence_pages":[{"url":"https://github.com/XiaomiMiMo/lmms-eval","final_url":"https://github.com/XiaomiMiMo/lmms-eval","title":"XiaomiMiMo/lmms-eval repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:11.272032+00:00","bytes":24929,"raw_path":"ecf0bacea206bd67c238667da1c32f58900258b3eb37f6140cc9c58e507fc6d9.json","content_hash":"ee4081b5edd18697a42b5e556cb71591f39f7d744be67c3cd793d0ab7f5b88b0","excerpt_chars":1200,"truncated":true,"excerpt":"XiaomiMiMo/lmms-eval Description: Accelerating the development of large multimodal models (LMMs) with one-click evaluation module - lmms-eval. Language: Python License: NOASSERTION Stars: 71 Forks: 5 Open issues: 0 Created: 2025-05-29T22:25:08Z Pushed: 2025-08-08T12:15:22Z Default branch: mimo_vl_eval Fork: yes Parent repository: EvolvingLMMs-Lab/lmms-eval Archived: no README: The Evaluation Suite of Xiaomi MiMo-VL To promote **rigorous**, **reproducible**, and **thinking-oriented** evaluation of Vision-Language Models (VLMs), we open-source our evaluation suite for [**MiMo-VL**](https://github.com/XiaomiMiMo/MiMo-VL) and beyond. Built on top of the excellent [lmms-eval](https://github.com/EvolvingLMMs-Lab/lmms-eval) framework, we introduce several improvements in model integration, evaluation protocol, and task coverage to better support the next generation of reasoning-capable VLMs. 📰 News **[25/08/08]** We update our evaluation framework along with the release of [MiMo-VL-7B-SFT-2508](https://huggingface.co/XiaomiMiMo/MiMo-VL-7B-SFT-2508) and [MiMo-VL-7B-RL-2508](https://huggingface.co/XiaomiMiMo/MiMo-VL-7B-RL-2508). New features include: - Additional GUI action benchmarks..."}],"related_signals":[{"id":"22317a95-d4e6-423d-a7c0-222620f2c7eb","url":"https://onlylabs.fyi/signals/22317a95-d4e6-423d-a7c0-222620f2c7eb","source_url":"https://github.com/XiaomiMiMo/vllm","title":"XiaomiMiMo/vllm","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"}]}