{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Fork: arcee-ai/optimum-habana","description":"Arcee AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a","json_url":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a/signal.json","generated_at":"2026-06-11T03:02:00.372116+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a","signal_json":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a/signal.json","source":"https://github.com/arcee-ai/optimum-habana","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/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/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Arcee AI forked arcee-ai/optimum-habana (forked from huggingface/optimum-habana). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/optimum-habana · parent huggingface/optimum-habana · Routine fork, no notable traction. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/arcee-ai/optimum-habana","source_host":"github.com","occurred_at":"2024-09-17T00:26:52+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source","context":"forked from huggingface/optimum-habana"},"context_markers":[{"label":"Lab","value":"Arcee AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"arcee-ai/optimum-habana","source":"source"},{"label":"Parent","value":"huggingface/optimum-habana","source":"source"},{"label":"Notability","value":"Routine fork, no notable traction","source":"signal"},{"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"}],"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/arcee-ai/optimum-habana"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:02:00.372116+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a/signal.json","dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/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 fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","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/38cbdb99-4240-49d4-a998-fa16cad0981a/signal.json","required":true},{"label":"source","url":"https://github.com/arcee-ai/optimum-habana","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/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 Arcee AI's fork signal \"arcee-ai/optimum-habana\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/optimum-habana","text":"Arcee AI forked arcee-ai/optimum-habana."},{"subject":"arcee-ai/optimum-habana","predicate":"is classified as","object":"fork signal","text":"arcee-ai/optimum-habana is classified as fork signal."},{"subject":"arcee-ai/optimum-habana","predicate":"belongs to","object":"forks desk","text":"arcee-ai/optimum-habana belongs to forks desk."},{"subject":"arcee-ai/optimum-habana","predicate":"has context","object":"forked from huggingface/optimum-habana","text":"arcee-ai/optimum-habana has context forked from huggingface/optimum-habana."},{"subject":"arcee-ai/optimum-habana","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/optimum-habana has evidence coverage 1 captured evidence page."},{"subject":"arcee-ai/optimum-habana","predicate":"has captured page count","object":"1","text":"arcee-ai/optimum-habana has captured page count 1."},{"subject":"arcee-ai/optimum-habana","predicate":"has readable page count","object":"1","text":"arcee-ai/optimum-habana has readable page count 1."},{"subject":"arcee-ai/optimum-habana","predicate":"has related signal count","object":"6","text":"arcee-ai/optimum-habana has related signal count 6."},{"subject":"arcee-ai/optimum-habana","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"arcee-ai/optimum-habana has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"arcee-ai/optimum-habana","predicate":"has source host","object":"github.com","text":"arcee-ai/optimum-habana has source host github.com."},{"subject":"arcee-ai/optimum-habana","predicate":"has lab","object":"Arcee AI","text":"arcee-ai/optimum-habana has lab Arcee AI."},{"subject":"arcee-ai/optimum-habana","predicate":"has signal desk","object":"forks","text":"arcee-ai/optimum-habana has signal desk forks."},{"subject":"arcee-ai/optimum-habana","predicate":"has source host","object":"github.com","text":"arcee-ai/optimum-habana has source host github.com."},{"subject":"arcee-ai/optimum-habana","predicate":"has repository","object":"arcee-ai/optimum-habana","text":"arcee-ai/optimum-habana has repository arcee-ai/optimum-habana."},{"subject":"arcee-ai/optimum-habana","predicate":"has parent","object":"huggingface/optimum-habana","text":"arcee-ai/optimum-habana has parent huggingface/optimum-habana."},{"subject":"arcee-ai/optimum-habana","predicate":"has notability","object":"Routine fork, no notable traction","text":"arcee-ai/optimum-habana has notability Routine fork, no notable traction."},{"subject":"arcee-ai/optimum-habana","predicate":"has watch term","object":"Eval methodology","text":"arcee-ai/optimum-habana has watch term Eval methodology."},{"subject":"arcee-ai/optimum-habana","predicate":"has watch term","object":"Model card","text":"arcee-ai/optimum-habana has watch term Model card."}]},"intelligence":{"signal_desk":"forks","answer":"Arcee AI forked arcee-ai/optimum-habana (forked from huggingface/optimum-habana). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/optimum-habana · parent huggingface/optimum-habana · Routine fork, no notable traction. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/optimum-habana","text":"Arcee AI forked arcee-ai/optimum-habana."},{"subject":"arcee-ai/optimum-habana","predicate":"is classified as","object":"fork signal","text":"arcee-ai/optimum-habana is classified as fork signal."},{"subject":"arcee-ai/optimum-habana","predicate":"belongs to","object":"forks desk","text":"arcee-ai/optimum-habana belongs to forks desk."},{"subject":"arcee-ai/optimum-habana","predicate":"has context","object":"forked from huggingface/optimum-habana","text":"arcee-ai/optimum-habana has context forked from huggingface/optimum-habana."},{"subject":"arcee-ai/optimum-habana","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/optimum-habana has evidence coverage 1 captured evidence page."}]},"signal":{"id":"38cbdb99-4240-49d4-a998-fa16cad0981a","url":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a","json_url":"https://onlylabs.fyi/signals/38cbdb99-4240-49d4-a998-fa16cad0981a/signal.json","source_url":"https://github.com/arcee-ai/optimum-habana","title":"arcee-ai/optimum-habana","summary":"Arcee AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from huggingface/optimum-habana","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2024-09-17T00:26:52+00:00","first_seen_at":"2026-06-05T22:32:26.032324+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/arcee-ai/optimum-habana"]},"facets":{"repo":"arcee-ai/optimum-habana","parent":"huggingface/optimum-habana"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/arcee-ai/optimum-habana","final_url":"https://github.com/arcee-ai/optimum-habana","title":"arcee-ai/optimum-habana repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:00.372116+00:00","bytes":43225,"raw_path":"c7bffc9453169a5021359a86ea9b2594cf1c5486c1d608f0e3d31fa67e163a24.json","content_hash":"f2cc75758b914610265326fad26376d6df9a9fa4cb566680e4736776207d2fb7","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/optimum-habana Description: Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU) Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 1 Created: 2024-09-17T00:26:52Z Pushed: 2024-09-23T21:49:42Z Default branch: main Fork: yes Parent repository: huggingface/optimum-habana Archived: no README: <!--- Copyright 2022 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> <a href=\"https://github.com/huggingface/optimum-habana#gh-light-mode-only\"> <img src=\"https://github.com/huggingface/optimum-habana/blob/main/readme_logo_light.png\"/> </a> <a href=\"https://github.com/huggingface/optimum-habana#gh-dark-mode-only\"> <img..."},"evidence_pages":[{"url":"https://github.com/arcee-ai/optimum-habana","final_url":"https://github.com/arcee-ai/optimum-habana","title":"arcee-ai/optimum-habana repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:00.372116+00:00","bytes":43225,"raw_path":"c7bffc9453169a5021359a86ea9b2594cf1c5486c1d608f0e3d31fa67e163a24.json","content_hash":"f2cc75758b914610265326fad26376d6df9a9fa4cb566680e4736776207d2fb7","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/optimum-habana Description: Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU) Language: Python License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 1 Created: 2024-09-17T00:26:52Z Pushed: 2024-09-23T21:49:42Z Default branch: main Fork: yes Parent repository: huggingface/optimum-habana Archived: no README: <!--- Copyright 2022 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> <a href=\"https://github.com/huggingface/optimum-habana#gh-light-mode-only\"> <img src=\"https://github.com/huggingface/optimum-habana/blob/main/readme_logo_light.png\"/> </a> <a href=\"https://github.com/huggingface/optimum-habana#gh-dark-mode-only\"> <img..."}],"related_signals":[{"id":"8da333a0-40e4-4208-b8bb-5cdd92073433","url":"https://onlylabs.fyi/signals/8da333a0-40e4-4208-b8bb-5cdd92073433","source_url":"https://github.com/arcee-ai/prime-rl","title":"arcee-ai/prime-rl","context":"forked from PrimeIntellect-ai/prime-rl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-11-11T00:08:20+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"89e50509-9779-4e1f-929c-37903ad8c974","url":"https://onlylabs.fyi/signals/89e50509-9779-4e1f-929c-37903ad8c974","source_url":"https://github.com/arcee-ai/transformers","title":"arcee-ai/transformers","context":"forked from huggingface/transformers","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-06-04T21:20:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"bd2889f5-890b-45f4-b741-f065c88d9627","url":"https://onlylabs.fyi/signals/bd2889f5-890b-45f4-b741-f065c88d9627","source_url":"https://github.com/arcee-ai/heyarcee-theme","title":"arcee-ai/heyarcee-theme","context":"forked from chralp/heyburrito-theme","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:15:10+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"b8e86094-a097-4dc9-b9d5-8ade56cc394e","url":"https://onlylabs.fyi/signals/b8e86094-a097-4dc9-b9d5-8ade56cc394e","source_url":"https://github.com/arcee-ai/heyarcee","title":"arcee-ai/heyarcee","context":"forked from chralp/heyburrito","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:10:14+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"739cdf1f-418d-457c-8c03-f211d133d002","url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002","source_url":"https://github.com/arcee-ai/pipelines","title":"arcee-ai/pipelines","context":"forked from open-webui/pipelines","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-17T16:02:04+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","url":"https://onlylabs.fyi/signals/f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","source_url":"https://github.com/arcee-ai/token.js","title":"arcee-ai/token.js","context":"forked from token-js/token.js","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-11T03:09:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"}]}