{"type":"post","id":"upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762","slug":"upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762","title":"Upstream Ultra cuts FLEURS 25-language WER from 11.62% to 9.55% vs base parakeet-tdt-0.6b-v3.","description":"Moondream’s Parakeet Ultra is a post-trained version of NVIDIA’s 0.6-billion-parameter Parakeet TDT 0.6B v3, with lower reported word error rates across the benchmark groups on its model card.","retrieval_nugget":"Moondream’s Parakeet Ultra is a post-trained version of NVIDIA’s 0.6-billion-parameter Parakeet TDT 0.6B v3, with lower reported word error rates across the benchmark groups on its model card. The strongest headline is FLEURS across 25 languages: average WER falls from 11.62% to 9.55%. For builders, it is a candidate for testing multilingual transcription without a larger model.","published_at":"2026-11-09","updated_at":"2026-11-09","record_date":"2026-11-09","date_kind":"published_at","topics":["models","evals","open-models"],"entities":["Moondream","Parakeet Ultra","Parakeet TDT 0.6B v3","NVIDIA","Photon","FLEURS"],"related_patterns":["ai-engineering-evaluations-are-splitting-into-task-specific"],"novelty_label":"new_fact","source_url":"https://huggingface.co/moondream/parakeet-ultra","source_urls":["https://huggingface.co/moondream/parakeet-ultra"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762/","markdown":"https://newruntime.com/posts/upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762.md","json":"https://newruntime.com/posts/upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762.json"},"markdown_url":"https://newruntime.com/posts/upstream-ultra-cuts-fleurs-25-language-wer-from-9eb762.md","next_reads":[{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"topic","path":"/topics/evals/","url":"https://newruntime.com/topics/evals/","title":"Evals","reason":"Explore the evals topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/evals.md","json_url":"https://newruntime.com/topics/evals.json"},{"type":"topic","path":"/topics/open-models/","url":"https://newruntime.com/topics/open-models/","title":"Open Models","reason":"Explore the open-models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/open-models.md","json_url":"https://newruntime.com/topics/open-models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}