{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Writing: Violin: An open-source video translation skill that breaks language barriers","description":"Together AI writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/558e6d06-9f96-454a-a3bf-e34988a0e832","json_url":"https://onlylabs.fyi/signals/558e6d06-9f96-454a-a3bf-e34988a0e832/signal.json","generated_at":"2026-06-07T21:14:31.159267+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/558e6d06-9f96-454a-a3bf-e34988a0e832","signal_json":"https://onlylabs.fyi/signals/558e6d06-9f96-454a-a3bf-e34988a0e832/signal.json","source":"https://www.together.ai/blog/violin-open-source-translation-skill","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/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":"Together AI published Violin: An open-source video translation skill that breaks language barriers. 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Links in this article Try Violin Repo Video has become one of the most popular mediums for information sharing. Yet, the language distribution of popular video contents on the internet does not necessarily reflect the diversity of global audiences. For example, a prior study found that 66% of videos from the top 250 YouTube channels are in English, while Spanish, the second most common..."},"evidence_pages":[{"url":"https://www.together.ai/blog/violin-open-source-translation-skill","final_url":"https://www.together.ai/blog/violin-open-source-translation-skill","title":"Violin: An open-source video translation skill that breaks language barriers","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:31.159267+00:00","bytes":308961,"raw_path":"ef433f7beb92e99e2bc350514bc6df1f3ba220cabdaf5ac4a37bbb3ea774a387.html","content_hash":"c06f90e51695d69f70df076b70f0e41c69d3474b0b7ca0228147a5f1ed270608","excerpt_chars":1200,"truncated":true,"excerpt":"Violin: An open-source video translation skill that breaks language barriers ⚡️ FlashAttention-4: up to 1.3× faster than cuDNN on NVIDIA Blackwell → Introducing Together AI's new look → 🔎 ATLAS: runtime-learning accelerators delivering up to 4x faster LLM inference → ⚡ Together GPU Clusters: self-service NVIDIA GPUs, now generally available → 📦 Batch Inference API: Process billions of tokens at 50% lower cost for most models → 🪛 Fine-Tuning Platform Upgrades: Larger Models, Longer Contexts → All blog posts Research Published 5/14/2026 Violin: An open-source video translation skill that breaks language barriers Authors Shang Zhu, Kevin Qinghong Lin (Oxford), James Zou Table of contents 40+ Models Chosen for Production...40+ Models Chosen for Production...40+ Models Chosen for Production... Links in this article Try Violin Repo Video has become one of the most popular mediums for information sharing. Yet, the language distribution of popular video contents on the internet does not necessarily reflect the diversity of global audiences. For example, a prior study found that 66% of videos from the top 250 YouTube channels are in English, while Spanish, the second most common..."}],"related_signals":[{"id":"9294f377-1f3d-4b21-8078-53ecff3e7406","url":"https://onlylabs.fyi/signals/9294f377-1f3d-4b21-8078-53ecff3e7406","source_url":"https://www.together.ai/blog/iso-27001-2022-certification","title":"Building trust in enterprise AI: Together AI earns ISO 27001:2022 certification","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-10T00:00:00+00:00","first_seen_at":"2026-06-11T07:01:27.070847+00:00","date_source":"rss.item_date"},{"id":"33644a67-d468-44ed-8255-6990f9054eec","url":"https://onlylabs.fyi/signals/33644a67-d468-44ed-8255-6990f9054eec","source_url":"https://www.together.ai/blog/serving-minimax-m3-for-efficient-inference-unlocking-1m-token-context-and-multimodality-without-regrets","title":"Serving MiniMax-M3 for efficient inference: Unlocking 1M-Token Context and Multimodality Without Regrets ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-02T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"56ba412f-f785-4495-a0c4-bec800f64fd3","url":"https://onlylabs.fyi/signals/56ba412f-f785-4495-a0c4-bec800f64fd3","source_url":"https://www.together.ai/blog/how-together-ai-built-the-worlds-fastest-speech-to-text-stack","title":"How Together AI built the world’s fastest speech-to-text stack","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-29T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"3c08a1c0-235e-42b0-b347-d52e39d12ee1","url":"https://onlylabs.fyi/signals/3c08a1c0-235e-42b0-b347-d52e39d12ee1","source_url":"https://www.together.ai/blog/coding-agent-benchmarks","title":"Benchmarking inference at scale: coding agents","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-19T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"49734867-446a-4524-963f-4812d706b5eb","url":"https://onlylabs.fyi/signals/49734867-446a-4524-963f-4812d706b5eb","source_url":"https://www.together.ai/blog/together-ai-partners-with-pearl-research-labs","title":"Together AI and Pearl Research Labs Team Up to Reduce the Cost of AI Inference","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-15T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"},{"id":"eb4dd7b9-04a8-47e9-afa1-ca27b235f938","url":"https://onlylabs.fyi/signals/eb4dd7b9-04a8-47e9-afa1-ca27b235f938","source_url":"https://www.together.ai/blog/introducing-voice-finder-a-new-tool-to-quickly-find-the-right-voice-for-your-app-from-over-600-voices","title":"Introducing voice finder — a new tool to quickly find the right voice for your app from over 600+ voices ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-12T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:06.025484+00:00","date_source":"rss.item_date"}]}