{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Model: upstage/SOLAR-10.7B-Instruct-v1.0","description":"Upstage (Solar) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d66e12c7-6583-4627-9f46-fe5462b3f6b6","json_url":"https://onlylabs.fyi/signals/d66e12c7-6583-4627-9f46-fe5462b3f6b6/signal.json","generated_at":"2026-06-11T03:28:09.346208+00:00","org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/upstage","dossier_json_url":"https://onlylabs.fyi/labs/upstage/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/d66e12c7-6583-4627-9f46-fe5462b3f6b6","signal_json":"https://onlylabs.fyi/signals/d66e12c7-6583-4627-9f46-fe5462b3f6b6/signal.json","source":"https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0","lab_dossier":"https://onlylabs.fyi/labs/upstage","lab_dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis":"https://onlylabs.fyi/analysis/upstage","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/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":"Upstage (Solar) published upstage/SOLAR-10.7B-Instruct-v1.0. 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It's compact, yet remarkably powerful, and demonstrates unparalleled state-of-the-art performance in models with parameters under 30B. We present a methodology for scaling LLMs called depth up-scaling (DUS) , which encompasses architectural modifications and continued pretraining. In other words, we integrated Mistral 7B weights into the upscaled layers, and finally, continued..."},"evidence_pages":[{"url":"https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0/raw/main/README.md","final_url":"https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0/raw/main/README.md","title":"upstage/SOLAR-10.7B-Instruct-v1.0 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:28:09.346208+00:00","bytes":8364,"raw_path":"411da2b0dc1db3c351293c80faa905bd2c22d985f45d7f4ddd829f27ac9c25ea.md","content_hash":"efe8d91a8f4e40a57ca86b997031a749981e1cd530fc9a2287db1d69c421cbdb","excerpt_chars":1200,"truncated":true,"excerpt":"--- datasets: - c-s-ale/alpaca-gpt4-data - Open-Orca/OpenOrca - Intel/orca_dpo_pairs - allenai/ultrafeedback_binarized_cleaned language: - en license: cc-by-nc-4.0 base_model: - upstage/SOLAR-10.7B-v1.0 --- <p align=\"left\"> <a href=\"https://console.upstage.ai/\"> <img src=\"https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0/resolve/main/solar-api-banner.png\" width=\"100%\"/> </a> <p> **Meet 10.7B Solar: Elevating Performance with Upstage Depth UP Scaling!** **(This model is [upstage/SOLAR-10.7B-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-v1.0) fine-tuned version for single-turn conversation.)** **Introduction** We introduce SOLAR-10.7B, an advanced large language model (LLM) with 10.7 billion parameters, demonstrating superior performance in various natural language processing (NLP) tasks. It's compact, yet remarkably powerful, and demonstrates unparalleled state-of-the-art performance in models with parameters under 30B. We present a methodology for scaling LLMs called depth up-scaling (DUS) , which encompasses architectural modifications and continued pretraining. 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