{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: You can now fine-tune open-source video models","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f","json_url":"https://onlylabs.fyi/signals/e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f/signal.json","generated_at":"2026-06-07T21:16:13.203428+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/e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f","signal_json":"https://onlylabs.fyi/signals/e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f/signal.json","source":"https://replicate.com/blog/fine-tune-video","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 You can now fine-tune open-source video models. 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High-signal details: New fine-tuning feature for video models announced by Replicate · You can now fine-tune open-source video models – Replicate blog Replicate Blog You can now fine-tune open-source video models Posted January 24, 2025 by zsxkib zeke.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Replicate","predicate":"published","object":"You can now fine-tune open-source video models","text":"Replicate published You can now fine-tune open-source video models."},{"subject":"You can now fine-tune open-source video models","predicate":"is classified as","object":"writing signal","text":"You can now fine-tune open-source video models is classified as writing signal."},{"subject":"You can now fine-tune open-source video models","predicate":"belongs to","object":"talking desk","text":"You can now fine-tune open-source video models belongs to talking desk."},{"subject":"You can now fine-tune open-source video models","predicate":"has evidence coverage","object":"1 captured evidence page","text":"You can now fine-tune open-source video models has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f","url":"https://onlylabs.fyi/signals/e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f","json_url":"https://onlylabs.fyi/signals/e22e8e1f-1d99-440a-a2e5-e7ef35e0a08f/signal.json","source_url":"https://replicate.com/blog/fine-tune-video","title":"You can now fine-tune open-source video models","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":"2025-01-24T00:00:00+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/fine-tune-video"]},"facets":{},"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://replicate.com/blog/fine-tune-video","final_url":"https://replicate.com/blog/fine-tune-video","title":"You can now fine-tune open-source video models","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:13.203428+00:00","bytes":41447,"raw_path":"1c8de5f9c30b189bbd9aa9eb0bfb5999e2ddda6dabb026af213516c0f47042b0.html","content_hash":"257f1e0aad94d49d71f2c7ac659a662c344e491e3ac03683741fb69c6f588e31","excerpt_chars":1200,"truncated":true,"excerpt":"You can now fine-tune open-source video models – Replicate blog Replicate Blog You can now fine-tune open-source video models Posted January 24, 2025 by zsxkib zeke deepfates bfirsh AI video generation has gotten really good. Some of the best video models like tencent/hunyuan-video are open-source, and the community has been hard at work building on top of them. We’ve adapted the Musubi Tuner by @kohya_tech to run on Replicate, so you can fine-tune HunyuanVideo on your own visual content. Never Gonna Give You Up animal edition, courtesy of @flngr and @fofr . HunyuanVideo is good at capturing the style of the training data, not only in the visual appearance of the imagery and the color grading, but also in the motion of the camera and the way the characters move. This in-motion style transfer is unique to this implementation: other video models that are trained only on images cannot capture it. Here are some examples of videos created using different fine-tunes, all with the same settings, size, prompt and seed: Twin Peaks Pixar Cowboy Bebop Westworld You can make your own fine-tuned video model to: Create videos in a specific visual style Generate animations of particular..."},"evidence_pages":[{"url":"https://replicate.com/blog/fine-tune-video","final_url":"https://replicate.com/blog/fine-tune-video","title":"You can now fine-tune open-source video models","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:13.203428+00:00","bytes":41447,"raw_path":"1c8de5f9c30b189bbd9aa9eb0bfb5999e2ddda6dabb026af213516c0f47042b0.html","content_hash":"257f1e0aad94d49d71f2c7ac659a662c344e491e3ac03683741fb69c6f588e31","excerpt_chars":1200,"truncated":true,"excerpt":"You can now fine-tune open-source video models – Replicate blog Replicate Blog You can now fine-tune open-source video models Posted January 24, 2025 by zsxkib zeke deepfates bfirsh AI video generation has gotten really good. Some of the best video models like tencent/hunyuan-video are open-source, and the community has been hard at work building on top of them. We’ve adapted the Musubi Tuner by @kohya_tech to run on Replicate, so you can fine-tune HunyuanVideo on your own visual content. Never Gonna Give You Up animal edition, courtesy of @flngr and @fofr . HunyuanVideo is good at capturing the style of the training data, not only in the visual appearance of the imagery and the color grading, but also in the motion of the camera and the way the characters move. This in-motion style transfer is unique to this implementation: other video models that are trained only on images cannot capture it. 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