{"schema_version":"onlylabs.public_signal.v1","title":"xAI Repo: xai-org/grok-1","description":"xAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89","json_url":"https://onlylabs.fyi/signals/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89/signal.json","generated_at":"2026-06-11T03:59:08.352394+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/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89","signal_json":"https://onlylabs.fyi/signals/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89/signal.json","source":"https://github.com/xai-org/grok-1","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"xAI published xai-org/grok-1 (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo xai-org/grok-1 · language Python · Duplicate post; sentiment already captured in linked thread.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/xai-org/grok-1","source_host":"github.com","occurred_at":"2024-03-17T08:53:38+00:00","first_seen_at":"2026-06-05T05:42:58.859211+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"xAI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"xai-org/grok-1","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"51,682","source":"traction"},{"label":"HN","value":"Duplicate post; sentiment already captured in linked thread.","source":"source"},{"label":"Watch 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into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89/signal.json","required":true},{"label":"source","url":"https://github.com/xai-org/grok-1","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":null,"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 repo signal \"xai-org/grok-1\" for frontier lab strategy."},"semantic_triples":[{"subject":"xAI","predicate":"published repo","object":"xai-org/grok-1","text":"xAI published repo xai-org/grok-1."},{"subject":"xai-org/grok-1","predicate":"is classified as","object":"repo signal","text":"xai-org/grok-1 is classified as repo signal."},{"subject":"xai-org/grok-1","predicate":"belongs to","object":"repos desk","text":"xai-org/grok-1 belongs to repos desk."},{"subject":"xai-org/grok-1","predicate":"has context","object":"Python","text":"xai-org/grok-1 has context Python."},{"subject":"xai-org/grok-1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"xai-org/grok-1 has evidence coverage 1 captured evidence page."},{"subject":"xai-org/grok-1","predicate":"has captured page count","object":"1","text":"xai-org/grok-1 has captured page count 1."},{"subject":"xai-org/grok-1","predicate":"has readable page count","object":"1","text":"xai-org/grok-1 has readable page count 1."},{"subject":"xai-org/grok-1","predicate":"has related signal count","object":"6","text":"xai-org/grok-1 has related signal count 6."},{"subject":"xai-org/grok-1","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"xai-org/grok-1 has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"xai-org/grok-1","predicate":"has source host","object":"github.com","text":"xai-org/grok-1 has source host github.com."},{"subject":"xai-org/grok-1","predicate":"has lab","object":"xAI","text":"xai-org/grok-1 has lab xAI."},{"subject":"xai-org/grok-1","predicate":"has signal desk","object":"repos","text":"xai-org/grok-1 has signal desk repos."},{"subject":"xai-org/grok-1","predicate":"has source host","object":"github.com","text":"xai-org/grok-1 has source host github.com."},{"subject":"xai-org/grok-1","predicate":"has repository","object":"xai-org/grok-1","text":"xai-org/grok-1 has repository xai-org/grok-1."},{"subject":"xai-org/grok-1","predicate":"has language","object":"Python","text":"xai-org/grok-1 has language Python."},{"subject":"xai-org/grok-1","predicate":"has stars","object":"51,682","text":"xai-org/grok-1 has stars 51,682."},{"subject":"xai-org/grok-1","predicate":"has hn","object":"Duplicate post; sentiment already captured in linked thread.","text":"xai-org/grok-1 has hn Duplicate post; sentiment already captured in linked thread.."},{"subject":"xai-org/grok-1","predicate":"has watch term","object":"Infrastructure","text":"xai-org/grok-1 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"xAI published xai-org/grok-1 (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo xai-org/grok-1 · language Python · Duplicate post; sentiment already captured in linked thread.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"xAI","predicate":"published repo","object":"xai-org/grok-1","text":"xAI published repo xai-org/grok-1."},{"subject":"xai-org/grok-1","predicate":"is classified as","object":"repo signal","text":"xai-org/grok-1 is classified as repo signal."},{"subject":"xai-org/grok-1","predicate":"belongs to","object":"repos desk","text":"xai-org/grok-1 belongs to repos desk."},{"subject":"xai-org/grok-1","predicate":"has context","object":"Python","text":"xai-org/grok-1 has context Python."},{"subject":"xai-org/grok-1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"xai-org/grok-1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"72fe4ea0-95aa-4abf-82ae-ee7bdce94b89","url":"https://onlylabs.fyi/signals/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89","json_url":"https://onlylabs.fyi/signals/72fe4ea0-95aa-4abf-82ae-ee7bdce94b89/signal.json","source_url":"https://github.com/xai-org/grok-1","title":"xai-org/grok-1","summary":"xAI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2024-03-17T08:53:38+00:00","first_seen_at":"2026-06-05T05:42:58.859211+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://github.com/xai-org/grok-1"]},"facets":{"repo":"xai-org/grok-1","language":"Python"},"traction":{"github_stars":51682,"hn_points":1,"hn_comments":1,"hn_story_id":"39755529","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/xai-org/grok-1","final_url":"https://github.com/xai-org/grok-1","title":"xai-org/grok-1 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:08.352394+00:00","bytes":9422,"raw_path":"a04623b84d7d9f22020281bdbcdfc413f57d7cc37b6dd85ba1b385cf3ad61c4f.json","content_hash":"75d97e9892e319e0a1559fb671f698cb394167a2571db503870b2f20afc83d86","excerpt_chars":1200,"truncated":true,"excerpt":"xai-org/grok-1 Description: Grok open release Language: Python License: Apache-2.0 Stars: 51684 Forks: 8479 Open issues: 125 Created: 2024-03-17T08:53:38Z Pushed: 2024-08-30T04:17:25Z Default branch: main Fork: no Archived: no README: Grok-1 This repository contains JAX example code for loading and running the Grok-1 open-weights model. Make sure to download the checkpoint and place the `ckpt-0` directory in `checkpoints` - see [Downloading the weights](#downloading-the-weights) Then, run ```shell pip install -r requirements.txt python run.py ``` to test the code. The script loads the checkpoint and samples from the model on a test input. Due to the large size of the model (314B parameters), a machine with enough GPU memory is required to test the model with the example code. The implementation of the MoE layer in this repository is not efficient. The implementation was chosen to avoid the need for custom kernels to validate the correctness of the model. Model Specifications Grok-1 is currently designed with the following specifications: - **Parameters:** 314B - **Architecture:** Mixture of 8 Experts (MoE) - **Experts Utilization:** 2 experts used per token - **Layers:** 64 -..."},"evidence_pages":[{"url":"https://github.com/xai-org/grok-1","final_url":"https://github.com/xai-org/grok-1","title":"xai-org/grok-1 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:08.352394+00:00","bytes":9422,"raw_path":"a04623b84d7d9f22020281bdbcdfc413f57d7cc37b6dd85ba1b385cf3ad61c4f.json","content_hash":"75d97e9892e319e0a1559fb671f698cb394167a2571db503870b2f20afc83d86","excerpt_chars":1200,"truncated":true,"excerpt":"xai-org/grok-1 Description: Grok open release Language: Python License: Apache-2.0 Stars: 51684 Forks: 8479 Open issues: 125 Created: 2024-03-17T08:53:38Z Pushed: 2024-08-30T04:17:25Z Default branch: main Fork: no Archived: no README: Grok-1 This repository contains JAX example code for loading and running the Grok-1 open-weights model. Make sure to download the checkpoint and place the `ckpt-0` directory in `checkpoints` - see [Downloading the weights](#downloading-the-weights) Then, run ```shell pip install -r requirements.txt python run.py ``` to test the code. The script loads the checkpoint and samples from the model on a test input. Due to the large size of the model (314B parameters), a machine with enough GPU memory is required to test the model with the example code. The implementation of the MoE layer in this repository is not efficient. The implementation was chosen to avoid the need for custom kernels to validate the correctness of the model. 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