{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Repo: siliconflow/dgemma-jev-patch","description":"SiliconFlow repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8","json_url":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8/signal.json","generated_at":"2026-10-12T19:45:33.671Z","evidence_latest_fetched_at":"2026-09-24T07:03:31.213457+00:00","signal_first_seen_at":"2026-09-23T07:01:00.88834+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/2c1543fb-6681-4ef0-9802-871fb79d8dd8","signal_json":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8/signal.json","source":"https://github.com/siliconflow/dgemma-jev-patch","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"SiliconFlow published siliconflow/dgemma-jev-patch (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo siliconflow/dgemma-jev-patch · language Shell. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/siliconflow/dgemma-jev-patch","source_host":"github.com","occurred_at":"2026-09-23T04:25:42+00:00","first_seen_at":"2026-09-23T07:01:00.88834+00:00","date_source":"source","context":"Shell"},"context_markers":[{"label":"Lab","value":"SiliconFlow","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"siliconflow/dgemma-jev-patch","source":"source"},{"label":"Language","value":"Shell","source":"source"},{"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/siliconflow/dgemma-jev-patch"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-24T07:03:31.213457+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/dgemma-jev-patch","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":null,"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 repo signal \"siliconflow/dgemma-jev-patch\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/dgemma-jev-patch","text":"SiliconFlow published repo siliconflow/dgemma-jev-patch."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"is classified as","object":"repo signal","text":"siliconflow/dgemma-jev-patch is classified as repo signal."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"belongs to","object":"repos desk","text":"siliconflow/dgemma-jev-patch belongs to repos desk."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has context","object":"Shell","text":"siliconflow/dgemma-jev-patch has context Shell."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/dgemma-jev-patch has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has captured page count","object":"1","text":"siliconflow/dgemma-jev-patch has captured page count 1."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has readable page count","object":"1","text":"siliconflow/dgemma-jev-patch has readable page count 1."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has related signal count","object":"6","text":"siliconflow/dgemma-jev-patch has related signal count 6."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"siliconflow/dgemma-jev-patch has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has source host","object":"github.com","text":"siliconflow/dgemma-jev-patch has source host github.com."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/dgemma-jev-patch has lab SiliconFlow."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has signal desk","object":"repos","text":"siliconflow/dgemma-jev-patch has signal desk repos."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has source host","object":"github.com","text":"siliconflow/dgemma-jev-patch has source host github.com."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has repository","object":"siliconflow/dgemma-jev-patch","text":"siliconflow/dgemma-jev-patch has repository siliconflow/dgemma-jev-patch."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has language","object":"Shell","text":"siliconflow/dgemma-jev-patch has language Shell."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has watch term","object":"Infrastructure","text":"siliconflow/dgemma-jev-patch has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"SiliconFlow published siliconflow/dgemma-jev-patch (Shell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo siliconflow/dgemma-jev-patch · language Shell. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/dgemma-jev-patch","text":"SiliconFlow published repo siliconflow/dgemma-jev-patch."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"is classified as","object":"repo signal","text":"siliconflow/dgemma-jev-patch is classified as repo signal."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"belongs to","object":"repos desk","text":"siliconflow/dgemma-jev-patch belongs to repos desk."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has context","object":"Shell","text":"siliconflow/dgemma-jev-patch has context Shell."},{"subject":"siliconflow/dgemma-jev-patch","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/dgemma-jev-patch has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2c1543fb-6681-4ef0-9802-871fb79d8dd8","url":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8","json_url":"https://onlylabs.fyi/signals/2c1543fb-6681-4ef0-9802-871fb79d8dd8/signal.json","source_url":"https://github.com/siliconflow/dgemma-jev-patch","title":"siliconflow/dgemma-jev-patch","summary":"SiliconFlow published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T04:25:42+00:00","first_seen_at":"2026-09-23T07:01:00.88834+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/dgemma-jev-patch"]},"facets":{"repo":"siliconflow/dgemma-jev-patch","language":"Shell"},"traction":{"github_stars":0,"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/dgemma-jev-patch","final_url":"https://github.com/siliconflow/dgemma-jev-patch","title":"siliconflow/dgemma-jev-patch repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-24T07:03:31.213457+00:00","bytes":11951,"raw_path":"946d80d5707ee7dea601421f5c2e544fa6b0d34ac59de89b8b72abad1a64441b.json","content_hash":"164e9a28a519a2901b5249da733fe3b9948154061c8ab782a951448e33084ac8","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/dgemma-jev-patch Description: vLLM PR #57250 (structured generation mode for DiffusionGemma, Jev-like) rebased onto v0.29.0 — pure-Python overlay patch + regeneration script; artifact of os_jev_exp/sf-jev-deploy route ① (merged upstream 2026-09-22, frozen) Language: Shell Stars: 0 Forks: 0 Open issues: 0 Created: 2026-09-23T04:25:42Z Pushed: 2026-09-23T08:24:51Z Default branch: main Fork: no Archived: no README: dgemma-jev-patch [vLLM PR #57250](https://github.com/vllm-project/vllm/pull/57250)（\"[Core] structured generation mode for DiffusionGemma model (Jev-like)\"）的补丁仓库： 镜像 tag 站点的安装产物 + 重生成脚本。 **状态（2026-09-23）**：上游 PR 已于 **2026-09-22 合入 vLLM main** （head `a7c23ac96d`，merged）。本仓库补丁因此被冻结为历史产物 · **不再跟随上游重生成**——重生成脚本保留在 `scripts/`（可审计、可在旧镜像上复现）， 但为 v0.29.0 站点出补丁这件事已经完结。后续升级到包含该 PR 的 vLLM 正式 tag 时，`deploy/dgemma/` 的启动命令可直接去掉打补丁段（该变更属于 `os_jev_exp:sf-jev-deploy` 部署包，不在本仓库）。 用途（os_jev_exp 工作区路线 ①） `DiffusionGemma 26B-A4B` 的引擎内建结构化读取（read-only canvas + `logprob_token_ids` 定向读出）作为“权威上界”基线，部署在 SF GPU 云函数 （RTX 4090 g4 + TP=4，实验性；H200 TP=1 变体在部署包注释块中）。补丁为 **纯 Python 改动**（9 个 `vllm/` 运行时文件，不触碰 `csrc/`）：site-packages 就地 `patch -p1` 覆盖安装，不重建镜像、不触碰已编译 `.so`——部署容器在启动..."},"evidence_pages":[],"related_signals":[{"id":"3badc070-f1fd-4c53-accf-aeeb43213468","url":"https://onlylabs.fyi/signals/3badc070-f1fd-4c53-accf-aeeb43213468","source_url":"https://github.com/siliconflow/vm_deploy","title":"siliconflow/vm_deploy","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T03:52:31+00:00","first_seen_at":"2026-09-24T07:00:59.635248+00:00","date_source":"source"},{"id":"9445cc76-49ca-48c5-81e8-873f96f61f76","url":"https://onlylabs.fyi/signals/9445cc76-49ca-48c5-81e8-873f96f61f76","source_url":"https://github.com/siliconflow/update_kernel","title":"siliconflow/update_kernel","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T03:29:29+00:00","first_seen_at":"2026-09-24T07:00:59.635248+00:00","date_source":"source"},{"id":"489dac14-ede5-435e-84b9-94af819c40e2","url":"https://onlylabs.fyi/signals/489dac14-ede5-435e-84b9-94af819c40e2","source_url":"https://github.com/siliconflow/k8s_deploy","title":"siliconflow/k8s_deploy","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-23T03:27:13+00:00","first_seen_at":"2026-09-24T07:00:59.635248+00:00","date_source":"source"},{"id":"15097a02-bb1f-48c3-a434-e69e4f9485eb","url":"https://onlylabs.fyi/signals/15097a02-bb1f-48c3-a434-e69e4f9485eb","source_url":"https://github.com/siliconflow/qwen3_asr_agent","title":"siliconflow/qwen3_asr_agent","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-16T11:51:38+00:00","first_seen_at":"2026-09-17T07:01:02.729699+00:00","date_source":"source"},{"id":"a142cfa5-513b-4f19-b508-608c64a90d1b","url":"https://onlylabs.fyi/signals/a142cfa5-513b-4f19-b508-608c64a90d1b","source_url":"https://github.com/siliconflow/dsh-plugins","title":"siliconflow/dsh-plugins","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-03T06:22:38+00:00","first_seen_at":"2026-09-03T07:01:02.009486+00:00","date_source":"source"},{"id":"adbb2914-ec41-4d5f-8ab1-efadfc204ed7","url":"https://onlylabs.fyi/signals/adbb2914-ec41-4d5f-8ab1-efadfc204ed7","source_url":"https://github.com/siliconflow/dsh-k8s-yaml-converter","title":"siliconflow/dsh-k8s-yaml-converter","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-09-01T04:53:24+00:00","first_seen_at":"2026-09-01T07:01:02.357924+00:00","date_source":"source"}]}