{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/cog-sdxl","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7d900107-2403-4a3d-ba31-36c59a6b7809","json_url":"https://onlylabs.fyi/signals/7d900107-2403-4a3d-ba31-36c59a6b7809/signal.json","generated_at":"2026-06-11T04:09:51.864504+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/7d900107-2403-4a3d-ba31-36c59a6b7809","signal_json":"https://onlylabs.fyi/signals/7d900107-2403-4a3d-ba31-36c59a6b7809/signal.json","source":"https://github.com/replicate/cog-sdxl","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Replicate published replicate/cog-sdxl (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/cog-sdxl · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/replicate/cog-sdxl","source_host":"github.com","occurred_at":"2023-08-01T18:50:46+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Replicate","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"replicate/cog-sdxl","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"234","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"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/replicate/cog-sdxl"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:51.864504+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7d900107-2403-4a3d-ba31-36c59a6b7809/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":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/7d900107-2403-4a3d-ba31-36c59a6b7809/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/cog-sdxl","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":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 Replicate's repo signal \"replicate/cog-sdxl\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/cog-sdxl","text":"Replicate published repo replicate/cog-sdxl."},{"subject":"replicate/cog-sdxl","predicate":"is classified as","object":"repo signal","text":"replicate/cog-sdxl is classified as repo signal."},{"subject":"replicate/cog-sdxl","predicate":"belongs to","object":"repos desk","text":"replicate/cog-sdxl belongs to repos desk."},{"subject":"replicate/cog-sdxl","predicate":"has context","object":"Python","text":"replicate/cog-sdxl has context Python."},{"subject":"replicate/cog-sdxl","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog-sdxl has evidence coverage 1 captured evidence page."},{"subject":"replicate/cog-sdxl","predicate":"has captured page count","object":"1","text":"replicate/cog-sdxl has captured page count 1."},{"subject":"replicate/cog-sdxl","predicate":"has readable page count","object":"1","text":"replicate/cog-sdxl has readable page count 1."},{"subject":"replicate/cog-sdxl","predicate":"has related signal count","object":"6","text":"replicate/cog-sdxl has related signal count 6."},{"subject":"replicate/cog-sdxl","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":"replicate/cog-sdxl 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":"replicate/cog-sdxl","predicate":"has source host","object":"github.com","text":"replicate/cog-sdxl has source host github.com."},{"subject":"replicate/cog-sdxl","predicate":"has lab","object":"Replicate","text":"replicate/cog-sdxl has lab Replicate."},{"subject":"replicate/cog-sdxl","predicate":"has signal desk","object":"repos","text":"replicate/cog-sdxl has signal desk repos."},{"subject":"replicate/cog-sdxl","predicate":"has source host","object":"github.com","text":"replicate/cog-sdxl has source host github.com."},{"subject":"replicate/cog-sdxl","predicate":"has repository","object":"replicate/cog-sdxl","text":"replicate/cog-sdxl has repository replicate/cog-sdxl."},{"subject":"replicate/cog-sdxl","predicate":"has language","object":"Python","text":"replicate/cog-sdxl has language Python."},{"subject":"replicate/cog-sdxl","predicate":"has stars","object":"234","text":"replicate/cog-sdxl has stars 234."},{"subject":"replicate/cog-sdxl","predicate":"has watch term","object":"Data pipeline","text":"replicate/cog-sdxl has watch term Data pipeline."},{"subject":"replicate/cog-sdxl","predicate":"has watch term","object":"Infrastructure","text":"replicate/cog-sdxl has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/cog-sdxl (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo replicate/cog-sdxl · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/cog-sdxl","text":"Replicate published repo replicate/cog-sdxl."},{"subject":"replicate/cog-sdxl","predicate":"is classified as","object":"repo signal","text":"replicate/cog-sdxl is classified as repo signal."},{"subject":"replicate/cog-sdxl","predicate":"belongs to","object":"repos desk","text":"replicate/cog-sdxl belongs to repos desk."},{"subject":"replicate/cog-sdxl","predicate":"has context","object":"Python","text":"replicate/cog-sdxl has context Python."},{"subject":"replicate/cog-sdxl","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/cog-sdxl has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7d900107-2403-4a3d-ba31-36c59a6b7809","url":"https://onlylabs.fyi/signals/7d900107-2403-4a3d-ba31-36c59a6b7809","json_url":"https://onlylabs.fyi/signals/7d900107-2403-4a3d-ba31-36c59a6b7809/signal.json","source_url":"https://github.com/replicate/cog-sdxl","title":"replicate/cog-sdxl","summary":"Replicate published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2023-08-01T18:50:46+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/cog-sdxl"]},"facets":{"repo":"replicate/cog-sdxl","language":"Python"},"traction":{"github_stars":234,"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/cog-sdxl","final_url":"https://github.com/replicate/cog-sdxl","title":"replicate/cog-sdxl repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:51.864504+00:00","bytes":8857,"raw_path":"fe2cb85d62965cc27f95ec1aab107740fd842671a912e15474614a2ad7de58d4.json","content_hash":"138199287a2b5ec0a5994a78677ecb41d43841eee020b425b6227e1cc41b69b3","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/cog-sdxl Description: Stable Diffusion XL training and inference as a cog model Language: Python License: Apache-2.0 Stars: 234 Forks: 105 Open issues: 34 Created: 2023-08-01T18:50:46Z Pushed: 2024-11-08T22:25:25Z Default branch: main Fork: no Archived: no README: Cog-SDXL [![Replicate demo and cloud API](https://replicate.com/stability-ai/sdxl/badge)](https://replicate.com/stability-ai/sdxl) This is an implementation of Stability AI's [SDXL](https://github.com/Stability-AI/generative-models) as a [Cog](https://github.com/replicate/cog) model. Development Follow the [model pushing guide](https://replicate.com/docs/guides/push-a-model) to push your own fork of SDXL to [Replicate](https://replicate.com). Basic Usage for prediction, ```bash cog predict -i prompt=\"a photo of TOK\" ``` ```bash cog train -i input_images=@example_datasets/__data.zip -i use_face_detection_instead=True ``` ```bash cog run -p 5000 python -m cog.server.http ``` Update notes **2023-08-17** * ROI problem is fixed. * Now BLIP caption_prefix does not interfere with BLIP captioner. **2023-08-12** * Input types are inferred from input name extensions, or from the `input_images_filetype` argument *..."},"evidence_pages":[{"url":"https://github.com/replicate/cog-sdxl","final_url":"https://github.com/replicate/cog-sdxl","title":"replicate/cog-sdxl repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:51.864504+00:00","bytes":8857,"raw_path":"fe2cb85d62965cc27f95ec1aab107740fd842671a912e15474614a2ad7de58d4.json","content_hash":"138199287a2b5ec0a5994a78677ecb41d43841eee020b425b6227e1cc41b69b3","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/cog-sdxl Description: Stable Diffusion XL training and inference as a cog model Language: Python License: Apache-2.0 Stars: 234 Forks: 105 Open issues: 34 Created: 2023-08-01T18:50:46Z Pushed: 2024-11-08T22:25:25Z Default branch: main Fork: no Archived: no README: Cog-SDXL [![Replicate demo and cloud API](https://replicate.com/stability-ai/sdxl/badge)](https://replicate.com/stability-ai/sdxl) This is an implementation of Stability AI's [SDXL](https://github.com/Stability-AI/generative-models) as a [Cog](https://github.com/replicate/cog) model. Development Follow the [model pushing guide](https://replicate.com/docs/guides/push-a-model) to push your own fork of SDXL to [Replicate](https://replicate.com). Basic Usage for prediction, ```bash cog predict -i prompt=\"a photo of TOK\" ``` ```bash cog train -i input_images=@example_datasets/__data.zip -i use_face_detection_instead=True ``` ```bash cog run -p 5000 python -m cog.server.http ``` Update notes **2023-08-17** * ROI problem is fixed. * Now BLIP caption_prefix does not interfere with BLIP captioner. **2023-08-12** * Input types are inferred from input name extensions, or from the `input_images_filetype` argument *..."}],"related_signals":[{"id":"1db23f7d-6f2c-4c4d-a72e-13e4571ab215","url":"https://onlylabs.fyi/signals/1db23f7d-6f2c-4c4d-a72e-13e4571ab215","source_url":"https://github.com/replicate/getting-started-vinext","title":"replicate/getting-started-vinext","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T21:02:36+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"839ba0f4-1476-4d41-8a21-a7229404068c","url":"https://onlylabs.fyi/signals/839ba0f4-1476-4d41-8a21-a7229404068c","source_url":"https://github.com/replicate/skills","title":"replicate/skills","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-16T04:57:43+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"7859f548-12fd-4e47-869f-6cd6e9b89b7c","url":"https://onlylabs.fyi/signals/7859f548-12fd-4e47-869f-6cd6e9b89b7c","source_url":"https://github.com/replicate/image-editing-arena","title":"replicate/image-editing-arena","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T21:37:30+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"024a8173-5843-4a5f-b99f-d614881620a1","url":"https://onlylabs.fyi/signals/024a8173-5843-4a5f-b99f-d614881620a1","source_url":"https://github.com/replicate/replicate-langchain","title":"replicate/replicate-langchain","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-20T22:40:29+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","url":"https://onlylabs.fyi/signals/eeeccbb1-b0ff-4c2e-9b43-59541c3b203b","source_url":"https://github.com/replicate/replicate-mcp-code-mode","title":"replicate/replicate-mcp-code-mode","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-13T20:12:39+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"},{"id":"d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","url":"https://onlylabs.fyi/signals/d3f1eb7e-9b05-4c64-94d6-5802bafeb63f","source_url":"https://github.com/replicate/cursedsit.com","title":"replicate/cursedsit.com","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-10-30T16:14:21+00:00","first_seen_at":"2026-06-05T22:32:13.390047+00:00","date_source":"source"}]}