{"type":"post","id":"apache-2-0-licensed-onnx-available-with-a-404ae2","slug":"apache-2-0-licensed-onnx-available-with-a-404ae2","title":"Apache-2.0 licensed, ONNX available, with a 34M small variant also released.","description":"DeepVK has published USER2-small, a 34-million-parameter Russian sentence encoder under Apache 2.0.","retrieval_nugget":"DeepVK has published USER2-small, a 34-million-parameter Russian sentence encoder under Apache 2.0. It offers an 8,192-token context window, selectable embedding dimensions, and documented retrieval-oriented usage, giving teams a compact checkpoint to evaluate for Russian semantic search and RAG pipelines rather than a general-purpose chat model.","published_at":"2026-10-27","updated_at":"2026-10-27","record_date":"2026-10-27","date_kind":"published_at","topics":["open-models","models"],"entities":["DeepVK","USER2-small","USER2-base","RuModernBERT-small","Hugging Face","MTEB-rus","MultiLongDocRetrieval"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"DeepVK released USER2-small, a 34M-parameter Russian sentence-embedding model with Apache-2.0 licensing and ONNX availability.","prior_refs":[],"source_url":"https://huggingface.co/deepvk/USER2-small","source_urls":["https://huggingface.co/deepvk/USER2-small"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:apache-2-0-licensed-onnx-available-with-a-404ae2","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/apache-2-0-licensed-onnx-available-with-a-404ae2/","markdown":"https://newruntime.com/posts/apache-2-0-licensed-onnx-available-with-a-404ae2.md","json":"https://newruntime.com/posts/apache-2-0-licensed-onnx-available-with-a-404ae2.json"},"next_reads":[{"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":"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":"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":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}