{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: How to get the best results from Stable Diffusion 3","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/dd999e0a-ed62-44d7-af3d-8552774bdddf","json_url":"https://onlylabs.fyi/signals/dd999e0a-ed62-44d7-af3d-8552774bdddf/signal.json","generated_at":"2026-06-07T21:16:28.589311+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/dd999e0a-ed62-44d7-af3d-8552774bdddf","signal_json":"https://onlylabs.fyi/signals/dd999e0a-ed62-44d7-af3d-8552774bdddf/signal.json","source":"https://replicate.com/blog/get-the-best-from-stable-diffusion-3","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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Replicate published How to get the best results from Stable Diffusion 3. 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: How to get the best results from Stable Diffusion 3 – Replicate blog Replicate Blog How to get the best results from Stable Diffusion 3 Posted June 18, 2024 by fofr.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Replicate","predicate":"published","object":"How to get the best results from Stable Diffusion 3","text":"Replicate published How to get the best results from Stable Diffusion 3."},{"subject":"How to get the best results from Stable Diffusion 3","predicate":"is classified as","object":"writing signal","text":"How to get the best results from Stable Diffusion 3 is classified as writing signal."},{"subject":"How to get the best results from Stable Diffusion 3","predicate":"belongs to","object":"talking desk","text":"How to get the best results from Stable Diffusion 3 belongs to talking desk."},{"subject":"How to get the best results from Stable Diffusion 3","predicate":"has evidence coverage","object":"1 captured evidence page","text":"How to get the best results from Stable Diffusion 3 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"dd999e0a-ed62-44d7-af3d-8552774bdddf","url":"https://onlylabs.fyi/signals/dd999e0a-ed62-44d7-af3d-8552774bdddf","json_url":"https://onlylabs.fyi/signals/dd999e0a-ed62-44d7-af3d-8552774bdddf/signal.json","source_url":"https://replicate.com/blog/get-the-best-from-stable-diffusion-3","title":"How to get the best results from Stable Diffusion 3","summary":"Replicate published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2024-06-18T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date","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://replicate.com/blog/get-the-best-from-stable-diffusion-3"]},"facets":{},"traction":{"github_stars":null,"hn_points":1,"hn_comments":0,"hn_story_id":"40753727","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://replicate.com/blog/get-the-best-from-stable-diffusion-3","final_url":"https://replicate.com/blog/get-the-best-from-stable-diffusion-3","title":"How to get the best results from Stable Diffusion 3","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:28.589311+00:00","bytes":33148,"raw_path":"16b267c397e16809d76ae542fa45f14aaf098f5d577bb37f5a829a0686179e47.html","content_hash":"855de57e6dee971cbbd906d5007d108a5f01b9776e92ae132661695a362f9fcd","excerpt_chars":1200,"truncated":true,"excerpt":"How to get the best results from Stable Diffusion 3 – Replicate blog Replicate Blog How to get the best results from Stable Diffusion 3 Posted June 18, 2024 by fofr Stability AI recently released the weights for Stable Diffusion 3 Medium, a 2 billion parameter text-to-image model that excels at photorealism, typography, and prompt following. You can run the official Stable Diffusion 3 model on Replicate , and it is available for commercial use. We have also open-sourced our Diffusers and ComfyUI implementations ( read our guide to ComfyUI ). In this blog post we’ll show you how to use Stable Diffusion 3 (SD3) to get the best images, including how to prompt SD3, which is a bit different from previous Stable Diffusion models. To help you experiment, we’ve created an SD3 explorer model that exposes all of the settings we discuss here. SD3 has very good adherence to long, descriptive prompts. Try it out yourself in our SD3 explorer model. Picking an SD3 version Stability AI have packaged up SD3 Medium in different ways to make sure it can run on as many devices as possible. SD3 uses three different text encoders. 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