{"schema_version":"onlylabs.public_signal.v1","title":"LG AI Research (EXAONE) Model: LGAI-EXAONE/K-EXAONE-236B-A23B","description":"LG AI Research (EXAONE) model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e","json_url":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e/signal.json","generated_at":"2026-06-11T02:49:47.471113+00:00","org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/lg-ai","dossier_json_url":"https://onlylabs.fyi/labs/lg-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e","signal_json":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e/signal.json","source":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B","lab_dossier":"https://onlylabs.fyi/labs/lg-ai","lab_dossier_json":"https://onlylabs.fyi/labs/lg-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/lg-ai","analysis_json":"https://onlylabs.fyi/analysis/lg-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lg-ai/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":"LG AI Research (EXAONE) published LGAI-EXAONE/K-EXAONE-236B-A23B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 55.3K HF downloads · Notable MoE model release, decent downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B","source_host":"huggingface.co","occurred_at":"2025-12-26T11:55:04+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"LG AI Research (EXAONE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"text-generation","source":"model"},{"label":"License","value":"other","source":"model"},{"label":"Library","value":"transformers","source":"model"},{"label":"Params","value":"237.1B","source":"model"},{"label":"Downloads","value":"55.3K","source":"traction"},{"label":"Likes","value":"567","source":"traction"},{"label":"Notability","value":"Notable MoE model release, decent downloads","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"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://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:47.471113+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e/signal.json","dossier_json":"https://onlylabs.fyi/labs/lg-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/lg-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lg-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","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/2f090e5b-b86b-49e5-85a6-4b86fa28479e/signal.json","required":true},{"label":"source","url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/lg-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/lg-ai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/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 LG AI Research (EXAONE)'s model signal \"LGAI-EXAONE/K-EXAONE-236B-A23B\" for neolab strategy."},"semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"published model","object":"LGAI-EXAONE/K-EXAONE-236B-A23B","text":"LG AI Research (EXAONE) published model LGAI-EXAONE/K-EXAONE-236B-A23B."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"is classified as","object":"model signal","text":"LGAI-EXAONE/K-EXAONE-236B-A23B is classified as model signal."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"belongs to","object":"releases desk","text":"LGAI-EXAONE/K-EXAONE-236B-A23B belongs to releases desk."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has evidence coverage 1 captured evidence page."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has captured page count","object":"1","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has captured page count 1."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has readable page count","object":"1","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has readable page count 1."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has related signal count","object":"6","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has related signal count 6."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has source host","object":"huggingface.co","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has source host huggingface.co."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has lab","object":"LG AI Research (EXAONE)","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has lab LG AI Research (EXAONE)."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has signal desk","object":"releases","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has signal desk releases."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has source host","object":"huggingface.co","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has source host huggingface.co."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has task","object":"text-generation","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has task text-generation."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has license","object":"other","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has license other."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has library","object":"transformers","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has library transformers."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has params","object":"237.1B","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has params 237.1B."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has downloads","object":"55.3K","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has downloads 55.3K."}]},"intelligence":{"signal_desk":"releases","answer":"LG AI Research (EXAONE) published LGAI-EXAONE/K-EXAONE-236B-A23B. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 55.3K HF downloads · Notable MoE model release, decent downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"published model","object":"LGAI-EXAONE/K-EXAONE-236B-A23B","text":"LG AI Research (EXAONE) published model LGAI-EXAONE/K-EXAONE-236B-A23B."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"is classified as","object":"model signal","text":"LGAI-EXAONE/K-EXAONE-236B-A23B is classified as model signal."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"belongs to","object":"releases desk","text":"LGAI-EXAONE/K-EXAONE-236B-A23B belongs to releases desk."},{"subject":"LGAI-EXAONE/K-EXAONE-236B-A23B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"LGAI-EXAONE/K-EXAONE-236B-A23B has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2f090e5b-b86b-49e5-85a6-4b86fa28479e","url":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e","json_url":"https://onlylabs.fyi/signals/2f090e5b-b86b-49e5-85a6-4b86fa28479e/signal.json","source_url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B","title":"LGAI-EXAONE/K-EXAONE-236B-A23B","summary":"LG AI Research (EXAONE) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-12-26T11:55:04+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source","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://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md"]},"facets":{"pipeline_tag":"text-generation","license":"other"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":55271,"hf_likes":567},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md","final_url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md","title":"LGAI-EXAONE/K-EXAONE-236B-A23B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:47.471113+00:00","bytes":21868,"raw_path":"82663b2ff143ce0e0faa46dac1e86733c79eb5597dbb4273387b1be7be43aea0.md","content_hash":"5f56b934af975a10b7b72c49f200d85c82cae022b3604a2a29bcc2ed4bad1cb7","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: other license_name: k-exaone license_link: LICENSE language: - en - ko - es - de - ja - vi tags: - lg-ai - exaone - k-exaone pipeline_tag: text-generation library_name: transformers --- <br> <br> <p align=\"center\"> <img src=\"assets/K-EXAONE_logo_gray.png\" width=\"400\"> <br> <br> <br> <div align=\"center\"> <a href=\"https://huggingface.co/collections/LGAI-EXAONE/k-exaone\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/🤗-HuggingFace-FC926C?style=for-the-badge\" alt=\"HuggingFace\"> </a> <a href=\"https://www.lgresearch.ai/blog/view?seq=619\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/📝-Blog-E343BD?style=for-the-badge\" alt=\"Blog\"> </a> <a href=\"https://arxiv.org/abs/2601.01739\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/📑-Technical_Report-684CF4?style=for-the-badge\" alt=\"Technical Report\"> </a> <a href=\"https://github.com/LG-AI-EXAONE/K-EXAONE\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/🖥️-GitHub-2B3137?style=for-the-badge\" alt=\"GitHub\"> </a> <a href=\"https://friendli.ai/model/LGAI-EXAONE/K-EXAONE-236B-A23B\" style=\"text-decoration: none;\"> <img..."},"evidence_pages":[{"url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md","final_url":"https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B/raw/main/README.md","title":"LGAI-EXAONE/K-EXAONE-236B-A23B model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:47.471113+00:00","bytes":21868,"raw_path":"82663b2ff143ce0e0faa46dac1e86733c79eb5597dbb4273387b1be7be43aea0.md","content_hash":"5f56b934af975a10b7b72c49f200d85c82cae022b3604a2a29bcc2ed4bad1cb7","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: other license_name: k-exaone license_link: LICENSE language: - en - ko - es - de - ja - vi tags: - lg-ai - exaone - k-exaone pipeline_tag: text-generation library_name: transformers --- <br> <br> <p align=\"center\"> <img src=\"assets/K-EXAONE_logo_gray.png\" width=\"400\"> <br> <br> <br> <div align=\"center\"> <a href=\"https://huggingface.co/collections/LGAI-EXAONE/k-exaone\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/🤗-HuggingFace-FC926C?style=for-the-badge\" alt=\"HuggingFace\"> </a> <a href=\"https://www.lgresearch.ai/blog/view?seq=619\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/📝-Blog-E343BD?style=for-the-badge\" alt=\"Blog\"> </a> <a href=\"https://arxiv.org/abs/2601.01739\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/📑-Technical_Report-684CF4?style=for-the-badge\" alt=\"Technical Report\"> </a> <a href=\"https://github.com/LG-AI-EXAONE/K-EXAONE\" style=\"text-decoration: none;\"> <img src=\"https://img.shields.io/badge/🖥️-GitHub-2B3137?style=for-the-badge\" alt=\"GitHub\"> </a> <a href=\"https://friendli.ai/model/LGAI-EXAONE/K-EXAONE-236B-A23B\" style=\"text-decoration: none;\"> <img..."}],"related_signals":[{"id":"568d04dd-6e72-4ba8-8e85-3a788fd371c6","url":"https://onlylabs.fyi/signals/568d04dd-6e72-4ba8-8e85-3a788fd371c6","source_url":"https://huggingface.co/LGAI-EXAONE/EXAONE-4.5-33B","title":"LGAI-EXAONE/EXAONE-4.5-33B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-04-04T08:34:23+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source"},{"id":"92204e0f-9a7f-4312-996b-d76305bf7a53","url":"https://onlylabs.fyi/signals/92204e0f-9a7f-4312-996b-d76305bf7a53","source_url":"https://huggingface.co/LGAI-EXAONE/EXAONE-Path-2.0-rev-EGFR","title":"LGAI-EXAONE/EXAONE-Path-2.0-rev-EGFR","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-03-04T11:42:00+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source"},{"id":"5be8317e-2787-4b9c-bdc0-1a8f73f3e40c","url":"https://onlylabs.fyi/signals/5be8317e-2787-4b9c-bdc0-1a8f73f3e40c","source_url":"https://huggingface.co/LGAI-EXAONE/EXAONE-Path-2.5","title":"LGAI-EXAONE/EXAONE-Path-2.5","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-12-15T16:34:54+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source"},{"id":"470a48e0-b893-4962-b281-5501d34af45a","url":"https://onlylabs.fyi/signals/470a48e0-b893-4962-b281-5501d34af45a","source_url":"https://huggingface.co/LGAI-EXAONE/EXAONE-4.0.1-32B","title":"LGAI-EXAONE/EXAONE-4.0.1-32B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-07-29T07:32:29+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source"},{"id":"777b08a1-fd93-41d4-8174-b71ee5a96ca0","url":"https://onlylabs.fyi/signals/777b08a1-fd93-41d4-8174-b71ee5a96ca0","source_url":"https://huggingface.co/LGAI-EXAONE/EXAONE-4.0-1.2B","title":"LGAI-EXAONE/EXAONE-4.0-1.2B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-07-11T07:02:32+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source"},{"id":"ebdee785-6d67-4ff7-88d7-94dd55bab7e3","url":"https://onlylabs.fyi/signals/ebdee785-6d67-4ff7-88d7-94dd55bab7e3","source_url":"https://huggingface.co/LGAI-EXAONE/EXAONE-4.0-32B","title":"LGAI-EXAONE/EXAONE-4.0-32B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2025-07-11T07:01:41+00:00","first_seen_at":"2026-06-06T01:49:32.870864+00:00","date_source":"source"}]}