{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Model: arcee-ai/Virtuoso-Small-v2","description":"Arcee AI model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/65d4f427-f0c2-4648-8019-7b07f1a07e4f","json_url":"https://onlylabs.fyi/signals/65d4f427-f0c2-4648-8019-7b07f1a07e4f/signal.json","generated_at":"2026-06-11T03:03:58.698041+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/65d4f427-f0c2-4648-8019-7b07f1a07e4f","signal_json":"https://onlylabs.fyi/signals/65d4f427-f0c2-4648-8019-7b07f1a07e4f/signal.json","source":"https://huggingface.co/arcee-ai/Virtuoso-Small-v2","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Arcee AI published arcee-ai/Virtuoso-Small-v2. 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This version is distilled from Deepseek-v3, leveraging an expanded dataset of 5B+ tokens worth of logits. Model Details - **Architecture Base:** Qwen-2.5-14B - **Parameter Count:** 14B - **Tokenizer:** - Initially integrated with Deepseek-v3 tokenizer for logit extraction. - Final alignment uses the Qwen tokenizer, using specialized “tokenizer surgery” for cross-architecture compatibility. - **Distillation Data:** - ~1.1B tokens/logits from Deepseek-v3’s training data. - Logit-level distillation using a proprietary “fusion merging” approach afterwards for maximum fidelity. - **License:** [Apache-2.0](#license) Background on Deepseek Distillation Deepseek-v3 serves as the teacher model, from which we capture logits across billions of tokens. Rather than standard supervised fine-tuning, we apply a full logit-level replication. 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