{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Release: replicate/hf_transfer v0.1.9.dev0","description":"Replicate release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a","json_url":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a/signal.json","generated_at":"2026-06-11T04:05:32.014363+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a","signal_json":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a/signal.json","source":"https://github.com/replicate/hf_transfer/releases/tag/v0.1.9.dev0","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Replicate published replicate/hf_transfer v0.1.9.dev0 (replicate/hf_transfer). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine dev release of a transfer library. · v0.1.9.dev0 Repository: replicate/hf_transfer Tag: v0.1.9.dev0 Published: 2025-03-24T20:19:51Z Prerelease: no Release notes: Add 2 env vars: * `PGET_METRICS_ENDPOINT` -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/replicate/hf_transfer/releases/tag/v0.1.9.dev0","source_host":"github.com","occurred_at":"2025-03-24T20:19:51+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source","context":"replicate/hf_transfer"},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/hf_transfer","source":"source"},{"label":"Release","value":"v0.1.9.dev0","source":"source"},{"label":"Notability","value":"Routine dev release of a transfer library.","source":"signal"}],"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/replicate/hf_transfer/releases/tag/v0.1.9.dev0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:05:32.014363+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a/signal.json","dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","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/e1941fda-5c21-47ad-abb8-8b13a171c08a/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/hf_transfer/releases/tag/v0.1.9.dev0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/replicate/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/replicate/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/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 Replicate's release signal \"replicate/hf_transfer v0.1.9.dev0\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/hf_transfer v0.1.9.dev0","text":"Replicate released replicate/hf_transfer v0.1.9.dev0."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"is classified as","object":"release signal","text":"replicate/hf_transfer v0.1.9.dev0 is classified as release signal."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"belongs to","object":"releases desk","text":"replicate/hf_transfer v0.1.9.dev0 belongs to releases desk."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has context","object":"replicate/hf_transfer","text":"replicate/hf_transfer v0.1.9.dev0 has context replicate/hf_transfer."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/hf_transfer v0.1.9.dev0 has evidence coverage 1 captured evidence page."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has captured page count","object":"1","text":"replicate/hf_transfer v0.1.9.dev0 has captured page count 1."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has readable page count","object":"1","text":"replicate/hf_transfer v0.1.9.dev0 has readable page count 1."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has related signal count","object":"6","text":"replicate/hf_transfer v0.1.9.dev0 has related signal count 6."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"replicate/hf_transfer v0.1.9.dev0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has source host","object":"github.com","text":"replicate/hf_transfer v0.1.9.dev0 has source host github.com."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has lab","object":"Replicate","text":"replicate/hf_transfer v0.1.9.dev0 has lab Replicate."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has signal desk","object":"releases","text":"replicate/hf_transfer v0.1.9.dev0 has signal desk releases."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has source host","object":"github.com","text":"replicate/hf_transfer v0.1.9.dev0 has source host github.com."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has repository","object":"replicate/hf_transfer","text":"replicate/hf_transfer v0.1.9.dev0 has repository replicate/hf_transfer."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has release","object":"v0.1.9.dev0","text":"replicate/hf_transfer v0.1.9.dev0 has release v0.1.9.dev0."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has notability","object":"Routine dev release of a transfer library.","text":"replicate/hf_transfer v0.1.9.dev0 has notability Routine dev release of a transfer library.."}]},"intelligence":{"signal_desk":"releases","answer":"Replicate published replicate/hf_transfer v0.1.9.dev0 (replicate/hf_transfer). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine dev release of a transfer library. · v0.1.9.dev0 Repository: replicate/hf_transfer Tag: v0.1.9.dev0 Published: 2025-03-24T20:19:51Z Prerelease: no Release notes: Add 2 env vars: * `PGET_METRICS_ENDPOINT` -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Replicate","predicate":"released","object":"replicate/hf_transfer v0.1.9.dev0","text":"Replicate released replicate/hf_transfer v0.1.9.dev0."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"is classified as","object":"release signal","text":"replicate/hf_transfer v0.1.9.dev0 is classified as release signal."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"belongs to","object":"releases desk","text":"replicate/hf_transfer v0.1.9.dev0 belongs to releases desk."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has context","object":"replicate/hf_transfer","text":"replicate/hf_transfer v0.1.9.dev0 has context replicate/hf_transfer."},{"subject":"replicate/hf_transfer v0.1.9.dev0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/hf_transfer v0.1.9.dev0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e1941fda-5c21-47ad-abb8-8b13a171c08a","url":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a","json_url":"https://onlylabs.fyi/signals/e1941fda-5c21-47ad-abb8-8b13a171c08a/signal.json","source_url":"https://github.com/replicate/hf_transfer/releases/tag/v0.1.9.dev0","title":"replicate/hf_transfer v0.1.9.dev0","summary":"Replicate published release notes. onlylabs watches releases for what actually shipped.","context":"replicate/hf_transfer","kind":{"key":"release","label":"Release"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-03-24T20:19:51+00:00","first_seen_at":"2026-06-05T22:32:13.390047+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/replicate/hf_transfer/releases/tag/v0.1.9.dev0"]},"facets":{"repo":"replicate/hf_transfer"},"traction":{"github_stars":null,"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/replicate/hf_transfer/releases/tag/v0.1.9.dev0","final_url":"https://github.com/replicate/hf_transfer/releases/tag/v0.1.9.dev0","title":"replicate/hf_transfer v0.1.9.dev0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:05:32.014363+00:00","bytes":6591,"raw_path":"49324dda7f7ec87a6087db1274f465894834031700b910a6bbbf1783029149e5.json","content_hash":"4e038b82e794befb0810f94f7f29bb18c5cb823cabf3d1174d132e7425d81c5d","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.9.dev0 Repository: replicate/hf_transfer Tag: v0.1.9.dev0 Published: 2025-03-24T20:19:51Z Prerelease: no Release notes: Add 2 env vars: * `PGET_METRICS_ENDPOINT` - 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