{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/dreambooth-template","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d81dc0df-748a-432a-b322-a5b484156ac9","json_url":"https://onlylabs.fyi/signals/d81dc0df-748a-432a-b322-a5b484156ac9/signal.json","generated_at":"2026-06-11T04:07:43.170728+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/d81dc0df-748a-432a-b322-a5b484156ac9","signal_json":"https://onlylabs.fyi/signals/d81dc0df-748a-432a-b322-a5b484156ac9/signal.json","source":"https://github.com/replicate/dreambooth-template","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/dreambooth-template (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/dreambooth-template · 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/dreambooth-template","source_host":"github.com","occurred_at":"2022-11-07T19:58:15+00:00","first_seen_at":"2026-06-06T01:49:54.629051+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/dreambooth-template","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"51","source":"traction"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/dreambooth-template"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:43.170728+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d81dc0df-748a-432a-b322-a5b484156ac9/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/d81dc0df-748a-432a-b322-a5b484156ac9/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/dreambooth-template","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/dreambooth-template\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/dreambooth-template","text":"Replicate published repo replicate/dreambooth-template."},{"subject":"replicate/dreambooth-template","predicate":"is classified as","object":"repo signal","text":"replicate/dreambooth-template is classified as repo signal."},{"subject":"replicate/dreambooth-template","predicate":"belongs to","object":"repos desk","text":"replicate/dreambooth-template belongs to repos desk."},{"subject":"replicate/dreambooth-template","predicate":"has context","object":"Python","text":"replicate/dreambooth-template has context Python."},{"subject":"replicate/dreambooth-template","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/dreambooth-template has evidence coverage 1 captured evidence page."},{"subject":"replicate/dreambooth-template","predicate":"has captured page count","object":"1","text":"replicate/dreambooth-template has captured page count 1."},{"subject":"replicate/dreambooth-template","predicate":"has readable page count","object":"1","text":"replicate/dreambooth-template has readable page count 1."},{"subject":"replicate/dreambooth-template","predicate":"has related signal count","object":"6","text":"replicate/dreambooth-template has related signal count 6."},{"subject":"replicate/dreambooth-template","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/dreambooth-template 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/dreambooth-template","predicate":"has source host","object":"github.com","text":"replicate/dreambooth-template has source host github.com."},{"subject":"replicate/dreambooth-template","predicate":"has lab","object":"Replicate","text":"replicate/dreambooth-template has lab Replicate."},{"subject":"replicate/dreambooth-template","predicate":"has signal desk","object":"repos","text":"replicate/dreambooth-template has signal desk repos."},{"subject":"replicate/dreambooth-template","predicate":"has source host","object":"github.com","text":"replicate/dreambooth-template has source host github.com."},{"subject":"replicate/dreambooth-template","predicate":"has repository","object":"replicate/dreambooth-template","text":"replicate/dreambooth-template has repository replicate/dreambooth-template."},{"subject":"replicate/dreambooth-template","predicate":"has language","object":"Python","text":"replicate/dreambooth-template has language Python."},{"subject":"replicate/dreambooth-template","predicate":"has stars","object":"51","text":"replicate/dreambooth-template has stars 51."},{"subject":"replicate/dreambooth-template","predicate":"has watch term","object":"Infrastructure","text":"replicate/dreambooth-template has watch term Infrastructure."},{"subject":"replicate/dreambooth-template","predicate":"has watch term","object":"Safety and alignment","text":"replicate/dreambooth-template has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/dreambooth-template (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/dreambooth-template · 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/dreambooth-template","text":"Replicate published repo replicate/dreambooth-template."},{"subject":"replicate/dreambooth-template","predicate":"is classified as","object":"repo signal","text":"replicate/dreambooth-template is classified as repo signal."},{"subject":"replicate/dreambooth-template","predicate":"belongs to","object":"repos desk","text":"replicate/dreambooth-template belongs to repos desk."},{"subject":"replicate/dreambooth-template","predicate":"has context","object":"Python","text":"replicate/dreambooth-template has context Python."},{"subject":"replicate/dreambooth-template","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/dreambooth-template has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d81dc0df-748a-432a-b322-a5b484156ac9","url":"https://onlylabs.fyi/signals/d81dc0df-748a-432a-b322-a5b484156ac9","json_url":"https://onlylabs.fyi/signals/d81dc0df-748a-432a-b322-a5b484156ac9/signal.json","source_url":"https://github.com/replicate/dreambooth-template","title":"replicate/dreambooth-template","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":"2022-11-07T19:58:15+00:00","first_seen_at":"2026-06-06T01:49:54.629051+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/dreambooth-template"]},"facets":{"repo":"replicate/dreambooth-template","language":"Python"},"traction":{"github_stars":51,"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/dreambooth-template","final_url":"https://github.com/replicate/dreambooth-template","title":"replicate/dreambooth-template repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:43.170728+00:00","bytes":9026,"raw_path":"1dbf461cfc99777a378059df2861d81557f23d4e9c3bab51010af5f8159163d0.json","content_hash":"1aafa57c237ae2c28c89358c9ed121ffa5fa0696f8a755acd59166628d5b8e45","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/dreambooth-template Description: A template repo for training and publishing your own custom Stable Diffusion model using https://replicate.com/replicate/dreambooth Language: Python License: Apache-2.0 Stars: 51 Forks: 8 Open issues: 11 Created: 2022-11-07T19:58:15Z Pushed: 2024-03-13T14:07:31Z Default branch: main Fork: no Archived: no README: Stable Diffusion Dreambooth model template This is the template used by [replicate.com dreambooth api](https://replicate.com/blog/dreambooth-api/) to build custom dreambooth models. This template is based on [cog-stable-diffusion](https://github.com/replicate/cog-stable-diffusion) which uses diffusers. Usage This template is primarily intended for use by [Replicate's DreamBooth API](https://replicate.com/blog/dreambooth-api), which is what you probably want to use to train and publish your own model. If you really want to use this template locally, you can do so by following these steps: 1. Generate some weights, put them in `weights/` (use our trainer or your own) 2. Download NSFW safety_checker weights using `script/download-weights` 3. Install [cog](https://github.com/replicate/cog) & docker 4. Build `cog build` 5. Predict `cog..."},"evidence_pages":[{"url":"https://github.com/replicate/dreambooth-template","final_url":"https://github.com/replicate/dreambooth-template","title":"replicate/dreambooth-template repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:43.170728+00:00","bytes":9026,"raw_path":"1dbf461cfc99777a378059df2861d81557f23d4e9c3bab51010af5f8159163d0.json","content_hash":"1aafa57c237ae2c28c89358c9ed121ffa5fa0696f8a755acd59166628d5b8e45","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/dreambooth-template Description: A template repo for training and publishing your own custom Stable Diffusion model using https://replicate.com/replicate/dreambooth Language: Python License: Apache-2.0 Stars: 51 Forks: 8 Open issues: 11 Created: 2022-11-07T19:58:15Z Pushed: 2024-03-13T14:07:31Z Default branch: main Fork: no Archived: no README: Stable Diffusion Dreambooth model template This is the template used by [replicate.com dreambooth api](https://replicate.com/blog/dreambooth-api/) to build custom dreambooth models. This template is based on [cog-stable-diffusion](https://github.com/replicate/cog-stable-diffusion) which uses diffusers. Usage This template is primarily intended for use by [Replicate's DreamBooth API](https://replicate.com/blog/dreambooth-api), which is what you probably want to use to train and publish your own model. If you really want to use this template locally, you can do so by following these steps: 1. Generate some weights, put them in `weights/` (use our trainer or your own) 2. Download NSFW safety_checker weights using `script/download-weights` 3. Install [cog](https://github.com/replicate/cog) & docker 4. Build `cog build` 5. Predict `cog..."}],"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"}]}