{"schema_version":"onlylabs.public_signal.v1","title":"Upstage (Solar) Writing: Solar 10 7b Emerges As Worlds Top Pre Trained Llm","description":"Upstage (Solar) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2","json_url":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2/signal.json","generated_at":"2026-06-27T00:43:48.211Z","evidence_latest_fetched_at":"2026-06-26T20:27:23.233485+00:00","signal_first_seen_at":"2026-06-26T20:26:31.240928+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/692b44c1-9549-4258-b0bc-9ab310e53dc2","signal_json":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2/signal.json","source":"https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm","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/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Upstage (Solar) published Solar 10 7b Emerges As Worlds Top Pre Trained Llm. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Upstage&#x27;s Solar 10.7B Emerges as World&#x27;s Top Pre-trained LLM Upstage Studio — Build and deploy your agent. Learn more → Upstage Studio — Build and deploy your.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm","source_host":"upstage.ai","occurred_at":"2023-12-14T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Upstage (Solar)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"upstage.ai","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-26T20:27:23.233485+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2/signal.json","dossier_json":"https://onlylabs.fyi/labs/upstage/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/upstage/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/upstage/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2/signal.json","required":true},{"label":"source","url":"https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/upstage/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/upstage/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Upstage (Solar)'s writing signal \"Solar 10 7b Emerges As Worlds Top Pre Trained Llm\" for neolab strategy."},"semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published","object":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","text":"Upstage (Solar) published Solar 10 7b Emerges As Worlds Top Pre Trained Llm."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"is classified as","object":"writing signal","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm is classified as writing signal."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"belongs to","object":"talking desk","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm belongs to talking desk."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has evidence coverage 1 captured evidence page."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has captured page count","object":"1","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has captured page count 1."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has readable page count","object":"1","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has readable page count 1."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has related signal count","object":"6","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has related signal count 6."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has source host","object":"upstage.ai","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has source host upstage.ai."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has lab","object":"Upstage (Solar)","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has lab Upstage (Solar)."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has signal desk","object":"talking","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has signal desk talking."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has source host","object":"upstage.ai","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has source host upstage.ai."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has watch term","object":"Eval methodology","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has watch term Eval methodology."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has watch term","object":"Model card","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has watch term Model card."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has watch term","object":"Data pipeline","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has watch term Data pipeline."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has watch term","object":"Infrastructure","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has watch term Infrastructure."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has watch term","object":"Safety and alignment","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"Upstage (Solar) published Solar 10 7b Emerges As Worlds Top Pre Trained Llm. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Upstage&#x27;s Solar 10.7B Emerges as World&#x27;s Top Pre-trained LLM Upstage Studio — Build and deploy your agent. Learn more → Upstage Studio — Build and deploy your.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Upstage (Solar)","predicate":"published","object":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","text":"Upstage (Solar) published Solar 10 7b Emerges As Worlds Top Pre Trained Llm."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"is classified as","object":"writing signal","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm is classified as writing signal."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"belongs to","object":"talking desk","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm belongs to talking desk."},{"subject":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm has evidence coverage 1 captured evidence page."}]},"signal":{"id":"692b44c1-9549-4258-b0bc-9ab310e53dc2","url":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2","json_url":"https://onlylabs.fyi/signals/692b44c1-9549-4258-b0bc-9ab310e53dc2/signal.json","source_url":"https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm","title":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","summary":"Upstage (Solar) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2023-12-14T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm","final_url":"https://www.upstage.ai/news/solar-10-7b-emerges-as-worlds-top-pre-trained-llm","title":"Solar 10 7b Emerges As Worlds Top Pre Trained Llm","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-26T20:27:23.233485+00:00","bytes":66504,"raw_path":"2112647b013a2bec099e594211b8dbca2e29b3b0220ad4b09d78e2cbb86c11c2.html","content_hash":"cf5b0f1057023c186fb98349bb949ceea7ebad80c583930935b493f20a7554ed","excerpt_chars":1200,"truncated":true,"excerpt":"Upstage&#x27;s Solar 10.7B Emerges as World&#x27;s Top Pre-trained LLM Upstage Studio — Build and deploy your agent. Learn more → Upstage Studio — Build and deploy your agent. Learn more → Solutions Resources Company Pricing Try now Try demo Contact us en Seoul, Dec. 14, 2023 – Upstage, a leading South Korean AI startup, proudly announces that its flagship Large Language Model (LLM), Solar 10.7-billion-parameter (10.7B), has secured the top position on the Huggingface Open LLM Leaderboard, surpassing notable Silicon Valley tech giants. The Open LLM Leaderboard serves as a platform designed to track, rank, and evaluate open-source language models, providing an an objective measure of current state-of-the-art models. Solar, an acronym for Specialized and Optimized LLM and Applications with Reliability , is an advanced pre-trained generative text model developed by Upstage. Solar 70B, fine-tuned on Llama 2, made an impressive debut last August, exceeding the benchmark score of GPT-3.5 and securing the top position on the Open LLM Leaderboard. This time, Upstage introduced a new 10.7B English language model, pre-trained on over three trillion tokens. Utilizing a unique depth..."},"evidence_pages":[],"related_signals":[{"id":"edaa9519-0d66-47d2-bfee-cfe44b52ef01","url":"https://onlylabs.fyi/signals/edaa9519-0d66-47d2-bfee-cfe44b52ef01","source_url":"https://www.upstage.ai/blog/ko/2pyeon-api-ereokodeu-wanjeon-haebu","title":"2pyeon Api Ereokodeu Wanjeon Haebu","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-06-26T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"3acbd25b-4f2a-4909-8a68-f02daa27f54b","url":"https://onlylabs.fyi/signals/3acbd25b-4f2a-4909-8a68-f02daa27f54b","source_url":"https://www.upstage.ai/news/upstage-series-b-bridge","title":"Upstage Series B Bridge","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-08-20T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"579ee9b6-6b5d-4e7b-94a5-cd037cadc275","url":"https://onlylabs.fyi/signals/579ee9b6-6b5d-4e7b-94a5-cd037cadc275","source_url":"https://www.upstage.ai/news/upstage-fusic-partnership","title":"Upstage Fusic Partnership","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2025-04-03T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"be1e56a4-7f59-48c3-a31f-50c4bbd4903e","url":"https://onlylabs.fyi/signals/be1e56a4-7f59-48c3-a31f-50c4bbd4903e","source_url":"https://www.upstage.ai/news/upstage-intel","title":"Upstage Intel","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2024-06-07T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"bf2618ad-03e3-4df5-840a-09a26719157f","url":"https://onlylabs.fyi/signals/bf2618ad-03e3-4df5-840a-09a26719157f","source_url":"https://www.upstage.ai/news/upstages-13b-llm","title":"Upstages 13b Llm","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2024-01-08T00:00:00.000Z","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"page.visible_date"},{"id":"6b5b74e0-a7ec-44cd-9595-30c36534af05","url":"https://onlylabs.fyi/signals/6b5b74e0-a7ec-44cd-9595-30c36534af05","source_url":"https://www.upstage.ai/blog/ko/2022-online-year-end-party","title":"2022 Online Year End Party","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":null,"first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"missing"}]}