{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Repo: replicate/latent-consistency-model","description":"Replicate repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331","json_url":"https://onlylabs.fyi/signals/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331/signal.json","generated_at":"2026-06-11T04:09:49.977107+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/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331","signal_json":"https://onlylabs.fyi/signals/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331/signal.json","source":"https://github.com/replicate/latent-consistency-model","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/latent-consistency-model (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/latent-consistency-model · 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/latent-consistency-model","source_host":"github.com","occurred_at":"2023-10-24T10:45:42+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/latent-consistency-model","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"196","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/latent-consistency-model"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:49.977107+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331/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/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331/signal.json","required":true},{"label":"source","url":"https://github.com/replicate/latent-consistency-model","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/latent-consistency-model\" for neocloud strategy."},"semantic_triples":[{"subject":"Replicate","predicate":"published repo","object":"replicate/latent-consistency-model","text":"Replicate published repo replicate/latent-consistency-model."},{"subject":"replicate/latent-consistency-model","predicate":"is classified as","object":"repo signal","text":"replicate/latent-consistency-model is classified as repo signal."},{"subject":"replicate/latent-consistency-model","predicate":"belongs to","object":"repos desk","text":"replicate/latent-consistency-model belongs to repos desk."},{"subject":"replicate/latent-consistency-model","predicate":"has context","object":"Python","text":"replicate/latent-consistency-model has context Python."},{"subject":"replicate/latent-consistency-model","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/latent-consistency-model has evidence coverage 1 captured evidence page."},{"subject":"replicate/latent-consistency-model","predicate":"has captured page count","object":"1","text":"replicate/latent-consistency-model has captured page count 1."},{"subject":"replicate/latent-consistency-model","predicate":"has readable page count","object":"1","text":"replicate/latent-consistency-model has readable page count 1."},{"subject":"replicate/latent-consistency-model","predicate":"has related signal count","object":"6","text":"replicate/latent-consistency-model has related signal count 6."},{"subject":"replicate/latent-consistency-model","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/latent-consistency-model 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/latent-consistency-model","predicate":"has source host","object":"github.com","text":"replicate/latent-consistency-model has source host github.com."},{"subject":"replicate/latent-consistency-model","predicate":"has lab","object":"Replicate","text":"replicate/latent-consistency-model has lab Replicate."},{"subject":"replicate/latent-consistency-model","predicate":"has signal desk","object":"repos","text":"replicate/latent-consistency-model has signal desk repos."},{"subject":"replicate/latent-consistency-model","predicate":"has source host","object":"github.com","text":"replicate/latent-consistency-model has source host github.com."},{"subject":"replicate/latent-consistency-model","predicate":"has repository","object":"replicate/latent-consistency-model","text":"replicate/latent-consistency-model has repository replicate/latent-consistency-model."},{"subject":"replicate/latent-consistency-model","predicate":"has language","object":"Python","text":"replicate/latent-consistency-model has language Python."},{"subject":"replicate/latent-consistency-model","predicate":"has stars","object":"196","text":"replicate/latent-consistency-model has stars 196."},{"subject":"replicate/latent-consistency-model","predicate":"has watch term","object":"Infrastructure","text":"replicate/latent-consistency-model has watch term Infrastructure."},{"subject":"replicate/latent-consistency-model","predicate":"has watch term","object":"Safety and alignment","text":"replicate/latent-consistency-model has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Replicate published replicate/latent-consistency-model (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/latent-consistency-model · 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/latent-consistency-model","text":"Replicate published repo replicate/latent-consistency-model."},{"subject":"replicate/latent-consistency-model","predicate":"is classified as","object":"repo signal","text":"replicate/latent-consistency-model is classified as repo signal."},{"subject":"replicate/latent-consistency-model","predicate":"belongs to","object":"repos desk","text":"replicate/latent-consistency-model belongs to repos desk."},{"subject":"replicate/latent-consistency-model","predicate":"has context","object":"Python","text":"replicate/latent-consistency-model has context Python."},{"subject":"replicate/latent-consistency-model","predicate":"has evidence coverage","object":"1 captured evidence page","text":"replicate/latent-consistency-model has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6d4f9ae9-0f09-4d88-ac31-2a89fce3b331","url":"https://onlylabs.fyi/signals/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331","json_url":"https://onlylabs.fyi/signals/6d4f9ae9-0f09-4d88-ac31-2a89fce3b331/signal.json","source_url":"https://github.com/replicate/latent-consistency-model","title":"replicate/latent-consistency-model","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":"2023-10-24T10:45:42+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/latent-consistency-model"]},"facets":{"repo":"replicate/latent-consistency-model","language":"Python"},"traction":{"github_stars":196,"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/latent-consistency-model","final_url":"https://github.com/replicate/latent-consistency-model","title":"replicate/latent-consistency-model repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:49.977107+00:00","bytes":10630,"raw_path":"0ca1ee8af6a9bea480ffc1e73422b1d68c86f0968bdc9d92a2d08738879bb255.json","content_hash":"a5a54c1a2cc638c13949c91c53d9a1687df937ff3f5ae5e61b330be14ad48490","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/latent-consistency-model Description: Run Latent Consistency Models on your Mac Language: Python License: MIT Stars: 196 Forks: 13 Open issues: 9 Created: 2023-10-24T10:45:42Z Pushed: 2023-11-10T22:28:49Z Default branch: main Fork: no Archived: no README: Run latent consistency models on your Mac Latent consistency models (LCMs) are based on Stable Diffusion, but they can generate images much faster, needing only 4 to 8 steps for a good image (compared to 25 to 50 steps). [Simian Luo et al](https://arxiv.org/abs/2310.04378) released the first Stable Diffusion distilled model. It’s distilled from the Dreamshaper fine-tune by incorporating classifier-free guidance into the model’s input. You can [run Latent Consistency Models in the cloud on Replicate](https://replicate.com/luosiallen/latent-consistency-model), but it's also possible to run it locally. Prerequisites You’ll need: - a Mac with an M1 or M2 chip - 16GB RAM or more - macOS 13.0 or higher - Python 3.10 or above Install Run this to clone the repo: git clone https://github.com/replicate/latent-consistency-model.git cd latent-consistency-model Set up a virtualenv to install the dependencies: python3 -m pip install..."},"evidence_pages":[{"url":"https://github.com/replicate/latent-consistency-model","final_url":"https://github.com/replicate/latent-consistency-model","title":"replicate/latent-consistency-model repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:49.977107+00:00","bytes":10630,"raw_path":"0ca1ee8af6a9bea480ffc1e73422b1d68c86f0968bdc9d92a2d08738879bb255.json","content_hash":"a5a54c1a2cc638c13949c91c53d9a1687df937ff3f5ae5e61b330be14ad48490","excerpt_chars":1200,"truncated":true,"excerpt":"replicate/latent-consistency-model Description: Run Latent Consistency Models on your Mac Language: Python License: MIT Stars: 196 Forks: 13 Open issues: 9 Created: 2023-10-24T10:45:42Z Pushed: 2023-11-10T22:28:49Z Default branch: main Fork: no Archived: no README: Run latent consistency models on your Mac Latent consistency models (LCMs) are based on Stable Diffusion, but they can generate images much faster, needing only 4 to 8 steps for a good image (compared to 25 to 50 steps). [Simian Luo et al](https://arxiv.org/abs/2310.04378) released the first Stable Diffusion distilled model. It’s distilled from the Dreamshaper fine-tune by incorporating classifier-free guidance into the model’s input. You can [run Latent Consistency Models in the cloud on Replicate](https://replicate.com/luosiallen/latent-consistency-model), but it's also possible to run it locally. Prerequisites You’ll need: - a Mac with an M1 or M2 chip - 16GB RAM or more - macOS 13.0 or higher - Python 3.10 or above Install Run this to clone the repo: git clone https://github.com/replicate/latent-consistency-model.git cd latent-consistency-model Set up a virtualenv to install the dependencies: python3 -m pip install..."}],"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"}]}