{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Fork: siliconflow/kev","description":"SiliconFlow fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9","json_url":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9/signal.json","generated_at":"2026-10-12T19:55:57.345Z","evidence_latest_fetched_at":"2026-09-21T07:03:28.676742+00:00","signal_first_seen_at":"2026-09-21T07:01:02.909106+00:00","org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/siliconflow","dossier_json_url":"https://onlylabs.fyi/labs/siliconflow/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9","signal_json":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9/signal.json","source":"https://github.com/siliconflow/kev","lab_dossier":"https://onlylabs.fyi/labs/siliconflow","lab_dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis":"https://onlylabs.fyi/analysis/siliconflow","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"SiliconFlow forked siliconflow/kev (forked from jaredpalmer/kev). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo siliconflow/kev · parent jaredpalmer/kev. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/siliconflow/kev","source_host":"github.com","occurred_at":"2026-09-20T07:37:07+00:00","first_seen_at":"2026-09-21T07:01:02.909106+00:00","date_source":"source","context":"forked from jaredpalmer/kev"},"context_markers":[{"label":"Lab","value":"SiliconFlow","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"siliconflow/kev","source":"source"},{"label":"Parent","value":"jaredpalmer/kev","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/siliconflow/kev"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-21T07:03:28.676742+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9/signal.json","dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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 6 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/7a52b472-2529-4ad4-8b93-544767ad00d9/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/kev","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/siliconflow/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","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 SiliconFlow's fork signal \"siliconflow/kev\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"forked","object":"siliconflow/kev","text":"SiliconFlow forked siliconflow/kev."},{"subject":"siliconflow/kev","predicate":"is classified as","object":"fork signal","text":"siliconflow/kev is classified as fork signal."},{"subject":"siliconflow/kev","predicate":"belongs to","object":"forks desk","text":"siliconflow/kev belongs to forks desk."},{"subject":"siliconflow/kev","predicate":"has context","object":"forked from jaredpalmer/kev","text":"siliconflow/kev has context forked from jaredpalmer/kev."},{"subject":"siliconflow/kev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/kev has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/kev","predicate":"has captured page count","object":"1","text":"siliconflow/kev has captured page count 1."},{"subject":"siliconflow/kev","predicate":"has readable page count","object":"1","text":"siliconflow/kev has readable page count 1."},{"subject":"siliconflow/kev","predicate":"has related signal count","object":"6","text":"siliconflow/kev has related signal count 6."},{"subject":"siliconflow/kev","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":"siliconflow/kev 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":"siliconflow/kev","predicate":"has source host","object":"github.com","text":"siliconflow/kev has source host github.com."},{"subject":"siliconflow/kev","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/kev has lab SiliconFlow."},{"subject":"siliconflow/kev","predicate":"has signal desk","object":"forks","text":"siliconflow/kev has signal desk forks."},{"subject":"siliconflow/kev","predicate":"has source host","object":"github.com","text":"siliconflow/kev has source host github.com."},{"subject":"siliconflow/kev","predicate":"has repository","object":"siliconflow/kev","text":"siliconflow/kev has repository siliconflow/kev."},{"subject":"siliconflow/kev","predicate":"has parent","object":"jaredpalmer/kev","text":"siliconflow/kev has parent jaredpalmer/kev."},{"subject":"siliconflow/kev","predicate":"has stars","object":"1","text":"siliconflow/kev has stars 1."},{"subject":"siliconflow/kev","predicate":"has watch term","object":"Eval methodology","text":"siliconflow/kev has watch term Eval methodology."},{"subject":"siliconflow/kev","predicate":"has watch term","object":"Model card","text":"siliconflow/kev has watch term Model card."}]},"intelligence":{"signal_desk":"forks","answer":"SiliconFlow forked siliconflow/kev (forked from jaredpalmer/kev). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo siliconflow/kev · parent jaredpalmer/kev. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"SiliconFlow","predicate":"forked","object":"siliconflow/kev","text":"SiliconFlow forked siliconflow/kev."},{"subject":"siliconflow/kev","predicate":"is classified as","object":"fork signal","text":"siliconflow/kev is classified as fork signal."},{"subject":"siliconflow/kev","predicate":"belongs to","object":"forks desk","text":"siliconflow/kev belongs to forks desk."},{"subject":"siliconflow/kev","predicate":"has context","object":"forked from jaredpalmer/kev","text":"siliconflow/kev has context forked from jaredpalmer/kev."},{"subject":"siliconflow/kev","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/kev has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7a52b472-2529-4ad4-8b93-544767ad00d9","url":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9","json_url":"https://onlylabs.fyi/signals/7a52b472-2529-4ad4-8b93-544767ad00d9/signal.json","source_url":"https://github.com/siliconflow/kev","title":"siliconflow/kev","summary":"SiliconFlow forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from jaredpalmer/kev","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-20T07:37:07+00:00","first_seen_at":"2026-09-21T07:01:02.909106+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/siliconflow/kev"]},"facets":{"repo":"siliconflow/kev","parent":"jaredpalmer/kev"},"traction":{"github_stars":1,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/siliconflow/kev","final_url":"https://github.com/siliconflow/kev","title":"siliconflow/kev repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-21T07:03:28.676742+00:00","bytes":44802,"raw_path":"caccc15d296419077d57a336e05d1e6cedf72726b47e05a80ca7527af6951b9a.json","content_hash":"86a469dde6550be9ee287d905348c329da8f09532005d665e1c00e308911d905","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/kev Description: tiny Jev-like model built on top of Qwen2.5-0.5B you can train and run on your MacBook Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-09-20T07:37:07Z Pushed: 2026-09-21T05:55:02Z Default branch: main Fork: yes Parent repository: jaredpalmer/kev Archived: no README: Kev Small Jev-like decision models you can train and run yourself. Kev is a family of small decision models built on Qwen3.5 and based on the architecture described in [Jev's Architecture Unmasked](https://archerhume.com/posts/jevs-architecture-unmasked). You can use the pretrained weights or train your own. The API matches TypeSafe's [System One](https://docs.typesafe.ai/api), so you can point their Python SDK at your local server. Highlights - 0.8B, 4B, and 9B models, with training code and evaluation data. - Yes/no (`noul`), multiple-choice (`choice`), and rating (`score`) questions in the same request. - Questions share the input text but can't read each other. - Runs on CUDA and Apple Silicon. The 4B and 9B models fit a 32 GB Mac using bf16; see [Serving Performance](#serving-performance) for what to expect on a Mac. - A web playground for trying..."},"evidence_pages":[],"related_signals":[{"id":"4d2a0b56-1f76-4c47-b8ca-be7845914dc8","url":"https://onlylabs.fyi/signals/4d2a0b56-1f76-4c47-b8ca-be7845914dc8","source_url":"https://github.com/siliconflow/Open-Jev","title":"siliconflow/Open-Jev","context":"forked from Zefan-Cai/Open-Jev","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-22T08:01:51+00:00","first_seen_at":"2026-09-23T07:01:00.88834+00:00","date_source":"source"},{"id":"bcb65d70-9e1f-47ae-bdd5-1ddb7c35e258","url":"https://onlylabs.fyi/signals/bcb65d70-9e1f-47ae-bdd5-1ddb7c35e258","source_url":"https://github.com/siliconflow/nimble","title":"siliconflow/nimble","context":"forked from bespokelabsai/nimble","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-20T08:00:42+00:00","first_seen_at":"2026-09-21T07:01:02.909106+00:00","date_source":"source"},{"id":"56a295b2-925d-4d33-a1f6-e7ad2b30829a","url":"https://onlylabs.fyi/signals/56a295b2-925d-4d33-a1f6-e7ad2b30829a","source_url":"https://github.com/siliconflow/glauth","title":"siliconflow/glauth","context":"forked from glauth/glauth","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-03T09:25:02+00:00","first_seen_at":"2026-09-04T07:01:54.742166+00:00","date_source":"source"},{"id":"de9e86f6-543f-4dbb-8e41-e0b5258d7245","url":"https://onlylabs.fyi/signals/de9e86f6-543f-4dbb-8e41-e0b5258d7245","source_url":"https://github.com/siliconflow/aliyun-maxcompute-data-collectors","title":"siliconflow/aliyun-maxcompute-data-collectors","context":"forked from aliyun/aliyun-maxcompute-data-collectors","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-02T10:35:48+00:00","first_seen_at":"2026-09-03T07:01:02.009486+00:00","date_source":"source"},{"id":"0b7d78bc-4401-4516-aa12-d59a8fb13ce9","url":"https://onlylabs.fyi/signals/0b7d78bc-4401-4516-aa12-d59a8fb13ce9","source_url":"https://github.com/siliconflow/remote-chromium","title":"siliconflow/remote-chromium","context":"forked from JoeMartini/remote-chromium","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-08-26T11:30:19+00:00","first_seen_at":"2026-08-27T07:01:55.298352+00:00","date_source":"source"},{"id":"6e690786-9e93-4d76-b088-add16986ba7b","url":"https://onlylabs.fyi/signals/6e690786-9e93-4d76-b088-add16986ba7b","source_url":"https://github.com/siliconflow/SenseVoice-2","title":"siliconflow/SenseVoice-2","context":"forked from QwenAudio/SenseVoice","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-08-24T07:55:15+00:00","first_seen_at":"2026-08-25T07:01:57.52375+00:00","date_source":"source"}]}