{"schema_version":"onlylabs.public_signal.v1","title":"xAI Model: xai-org/grok-2","description":"xAI model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657","json_url":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657/signal.json","generated_at":"2026-06-11T02:50:36.770879+00:00","org":{"slug":"xai","name":"xAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/xai","dossier_json_url":"https://onlylabs.fyi/labs/xai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657","signal_json":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657/signal.json","source":"https://huggingface.co/xai-org/grok-2","lab_dossier":"https://onlylabs.fyi/labs/xai","lab_dossier_json":"https://onlylabs.fyi/labs/xai/dossier.json","analysis":"https://onlylabs.fyi/analysis/xai","analysis_json":"https://onlylabs.fyi/analysis/xai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"xAI published xai-org/grok-2. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 44.6K HF downloads · Notable model release from xAI with decent traction.. onlylabs links this event to 1 captured evidence page and 1 related model signal.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/xai-org/grok-2","source_host":"huggingface.co","occurred_at":"2025-08-22T21:16:24+00:00","first_seen_at":"2026-06-06T01:49:32.101823+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"xAI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Downloads","value":"44.6K","source":"traction"},{"label":"Likes","value":"1.1K","source":"traction"},{"label":"Notability","value":"Notable model release from xAI with decent traction.","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","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/xai-org/grok-2/raw/main/README.md"],"related_signals":1,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:50:36.770879+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657/signal.json","dossier_json":"https://onlylabs.fyi/labs/xai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/xai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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 1 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657/signal.json","required":true},{"label":"source","url":"https://huggingface.co/xai-org/grok-2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/xai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/xai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 xAI's model signal \"xai-org/grok-2\" for frontier lab strategy."},"semantic_triples":[{"subject":"xAI","predicate":"published model","object":"xai-org/grok-2","text":"xAI published model xai-org/grok-2."},{"subject":"xai-org/grok-2","predicate":"is classified as","object":"model signal","text":"xai-org/grok-2 is classified as model signal."},{"subject":"xai-org/grok-2","predicate":"belongs to","object":"releases desk","text":"xai-org/grok-2 belongs to releases desk."},{"subject":"xai-org/grok-2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"xai-org/grok-2 has evidence coverage 1 captured evidence page."},{"subject":"xai-org/grok-2","predicate":"has captured page count","object":"1","text":"xai-org/grok-2 has captured page count 1."},{"subject":"xai-org/grok-2","predicate":"has readable page count","object":"1","text":"xai-org/grok-2 has readable page count 1."},{"subject":"xai-org/grok-2","predicate":"has related signal count","object":"1","text":"xai-org/grok-2 has related signal count 1."},{"subject":"xai-org/grok-2","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":"xai-org/grok-2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"xai-org/grok-2","predicate":"has source host","object":"huggingface.co","text":"xai-org/grok-2 has source host huggingface.co."},{"subject":"xai-org/grok-2","predicate":"has lab","object":"xAI","text":"xai-org/grok-2 has lab xAI."},{"subject":"xai-org/grok-2","predicate":"has signal desk","object":"releases","text":"xai-org/grok-2 has signal desk releases."},{"subject":"xai-org/grok-2","predicate":"has source host","object":"huggingface.co","text":"xai-org/grok-2 has source host huggingface.co."},{"subject":"xai-org/grok-2","predicate":"has downloads","object":"44.6K","text":"xai-org/grok-2 has downloads 44.6K."},{"subject":"xai-org/grok-2","predicate":"has likes","object":"1.1K","text":"xai-org/grok-2 has likes 1.1K."},{"subject":"xai-org/grok-2","predicate":"has notability","object":"Notable model release from xAI with decent traction.","text":"xai-org/grok-2 has notability Notable model release from xAI with decent traction.."},{"subject":"xai-org/grok-2","predicate":"has watch term","object":"Model card","text":"xai-org/grok-2 has watch term Model card."},{"subject":"xai-org/grok-2","predicate":"has watch term","object":"Infrastructure","text":"xai-org/grok-2 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"xAI published xai-org/grok-2. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 44.6K HF downloads · Notable model release from xAI with decent traction.. onlylabs links this event to 1 captured evidence page and 1 related model signal.","semantic_triples":[{"subject":"xAI","predicate":"published model","object":"xai-org/grok-2","text":"xAI published model xai-org/grok-2."},{"subject":"xai-org/grok-2","predicate":"is classified as","object":"model signal","text":"xai-org/grok-2 is classified as model signal."},{"subject":"xai-org/grok-2","predicate":"belongs to","object":"releases desk","text":"xai-org/grok-2 belongs to releases desk."},{"subject":"xai-org/grok-2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"xai-org/grok-2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0b411f02-d62e-4c12-9eb9-9ebafb921657","url":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657","json_url":"https://onlylabs.fyi/signals/0b411f02-d62e-4c12-9eb9-9ebafb921657/signal.json","source_url":"https://huggingface.co/xai-org/grok-2","title":"xai-org/grok-2","summary":"xAI published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2025-08-22T21:16:24+00:00","first_seen_at":"2026-06-06T01:49:32.101823+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/xai-org/grok-2/raw/main/README.md"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":44568,"hf_likes":1097},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/xai-org/grok-2/raw/main/README.md","final_url":"https://huggingface.co/xai-org/grok-2/raw/main/README.md","title":"xai-org/grok-2 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:50:36.770879+00:00","bytes":1583,"raw_path":"9b23f82c2e6ee800f6b4984b7a35510ac40861af22666efdb89ee13a5dfdfec5.md","content_hash":"fe20d1639232a81974e61307b089be67880b4960174e4b6d94f61ada51e1b3cd","excerpt_chars":1200,"truncated":true,"excerpt":"Grok 2 This repository contains the weights of Grok 2, a model trained and used at xAI in 2024. Usage: Serving with SGLang - Download the weights. You can replace `/local/grok-2` with any other folder name you prefer. ``` hf download xai-org/grok-2 --local-dir /local/grok-2 ``` You might encounter some errors during the download. Please retry until the download is successful. If the download succeeds, the folder should contain **42 files** and be approximately 500 GB. - Launch a server. Install the latest SGLang inference engine (>= v0.5.1) from https://github.com/sgl-project/sglang/ Use the command below to launch an inference server. This checkpoint is TP=8, so you will need 8 GPUs (each with > 40GB of memory). ``` python3 -m sglang.launch_server --model /local/grok-2 --tokenizer-path /local/grok-2/tokenizer.tok.json --tp 8 --quantization fp8 --attention-backend triton ``` - Send a request. This is a post-trained model, so please use the correct [chat template](https://github.com/sgl-project/sglang/blob/97a38ee85ba62e268bde6388f1bf8edfe2ca9d76/python/sglang/srt/tokenizer/tiktoken_tokenizer.py#L106). ``` python3 -m sglang.test.send_one --prompt \"Human: What is your..."},"evidence_pages":[{"url":"https://huggingface.co/xai-org/grok-2/raw/main/README.md","final_url":"https://huggingface.co/xai-org/grok-2/raw/main/README.md","title":"xai-org/grok-2 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:50:36.770879+00:00","bytes":1583,"raw_path":"9b23f82c2e6ee800f6b4984b7a35510ac40861af22666efdb89ee13a5dfdfec5.md","content_hash":"fe20d1639232a81974e61307b089be67880b4960174e4b6d94f61ada51e1b3cd","excerpt_chars":1200,"truncated":true,"excerpt":"Grok 2 This repository contains the weights of Grok 2, a model trained and used at xAI in 2024. Usage: Serving with SGLang - Download the weights. You can replace `/local/grok-2` with any other folder name you prefer. ``` hf download xai-org/grok-2 --local-dir /local/grok-2 ``` You might encounter some errors during the download. Please retry until the download is successful. If the download succeeds, the folder should contain **42 files** and be approximately 500 GB. - Launch a server. Install the latest SGLang inference engine (>= v0.5.1) from https://github.com/sgl-project/sglang/ Use the command below to launch an inference server. This checkpoint is TP=8, so you will need 8 GPUs (each with > 40GB of memory). ``` python3 -m sglang.launch_server --model /local/grok-2 --tokenizer-path /local/grok-2/tokenizer.tok.json --tp 8 --quantization fp8 --attention-backend triton ``` - Send a request. This is a post-trained model, so please use the correct [chat template](https://github.com/sgl-project/sglang/blob/97a38ee85ba62e268bde6388f1bf8edfe2ca9d76/python/sglang/srt/tokenizer/tiktoken_tokenizer.py#L106). ``` python3 -m sglang.test.send_one --prompt \"Human: What is your..."}],"related_signals":[{"id":"7c7855de-c705-47e6-9ecd-35693690610e","url":"https://onlylabs.fyi/signals/7c7855de-c705-47e6-9ecd-35693690610e","source_url":"https://huggingface.co/xai-org/grok-1","title":"xai-org/grok-1","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2024-03-17T05:47:21+00:00","first_seen_at":"2026-06-06T01:49:32.101823+00:00","date_source":"source"}]}