{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Release: togethercomputer/transformers_port v0.0.1","description":"Together AI release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6","json_url":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6/signal.json","generated_at":"2026-06-11T04:06:07.32177+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6","signal_json":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6/signal.json","source":"https://github.com/togethercomputer/transformers_port/releases/tag/v0.0.1","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Together AI published togethercomputer/transformers_port v0.0.1 (togethercomputer/transformers_port). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Transformer_Port v0.0.1 - Fix GPTNeoX Rotary Emb Repository: togethercomputer/transformers_port Tag: v0.0.1 Published: 2023-08-10T07:38:25Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/togethercomputer/transformers_port/releases/tag/v0.0.1","source_host":"github.com","occurred_at":"2023-08-10T07:38:25+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source","context":"togethercomputer/transformers_port"},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"togethercomputer/transformers_port","source":"source"},{"label":"Release","value":"Transformer_Port v0.0.1 - Fix GPTNeoX Rotary Emb","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/togethercomputer/transformers_port/releases/tag/v0.0.1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:06:07.32177+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6/signal.json","dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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 changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release 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/5155523f-ac44-4f78-b0eb-43e81bfd49a6/signal.json","required":true},{"label":"source","url":"https://github.com/togethercomputer/transformers_port/releases/tag/v0.0.1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/together-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/together-ai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","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 Together AI's release signal \"togethercomputer/transformers_port v0.0.1\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"released","object":"togethercomputer/transformers_port v0.0.1","text":"Together AI released togethercomputer/transformers_port v0.0.1."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"is classified as","object":"release signal","text":"togethercomputer/transformers_port v0.0.1 is classified as release signal."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"belongs to","object":"releases desk","text":"togethercomputer/transformers_port v0.0.1 belongs to releases desk."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has context","object":"togethercomputer/transformers_port","text":"togethercomputer/transformers_port v0.0.1 has context togethercomputer/transformers_port."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/transformers_port v0.0.1 has evidence coverage 1 captured evidence page."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has captured page count","object":"1","text":"togethercomputer/transformers_port v0.0.1 has captured page count 1."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has readable page count","object":"1","text":"togethercomputer/transformers_port v0.0.1 has readable page count 1."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has related signal count","object":"6","text":"togethercomputer/transformers_port v0.0.1 has related signal count 6."},{"subject":"togethercomputer/transformers_port v0.0.1","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":"togethercomputer/transformers_port v0.0.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has source host","object":"github.com","text":"togethercomputer/transformers_port v0.0.1 has source host github.com."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has lab","object":"Together AI","text":"togethercomputer/transformers_port v0.0.1 has lab Together AI."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has signal desk","object":"releases","text":"togethercomputer/transformers_port v0.0.1 has signal desk releases."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has source host","object":"github.com","text":"togethercomputer/transformers_port v0.0.1 has source host github.com."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has repository","object":"togethercomputer/transformers_port","text":"togethercomputer/transformers_port v0.0.1 has repository togethercomputer/transformers_port."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has release","object":"Transformer_Port v0.0.1 - Fix GPTNeoX Rotary Emb","text":"togethercomputer/transformers_port v0.0.1 has release Transformer_Port v0.0.1 - Fix GPTNeoX Rotary Emb."}]},"intelligence":{"signal_desk":"releases","answer":"Together AI published togethercomputer/transformers_port v0.0.1 (togethercomputer/transformers_port). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Transformer_Port v0.0.1 - Fix GPTNeoX Rotary Emb Repository: togethercomputer/transformers_port Tag: v0.0.1 Published: 2023-08-10T07:38:25Z Prerelease: no Release notes:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Together AI","predicate":"released","object":"togethercomputer/transformers_port v0.0.1","text":"Together AI released togethercomputer/transformers_port v0.0.1."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"is classified as","object":"release signal","text":"togethercomputer/transformers_port v0.0.1 is classified as release signal."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"belongs to","object":"releases desk","text":"togethercomputer/transformers_port v0.0.1 belongs to releases desk."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has context","object":"togethercomputer/transformers_port","text":"togethercomputer/transformers_port v0.0.1 has context togethercomputer/transformers_port."},{"subject":"togethercomputer/transformers_port v0.0.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/transformers_port v0.0.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5155523f-ac44-4f78-b0eb-43e81bfd49a6","url":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6","json_url":"https://onlylabs.fyi/signals/5155523f-ac44-4f78-b0eb-43e81bfd49a6/signal.json","source_url":"https://github.com/togethercomputer/transformers_port/releases/tag/v0.0.1","title":"togethercomputer/transformers_port v0.0.1","summary":"Together AI published release notes. onlylabs watches releases for what actually shipped.","context":"togethercomputer/transformers_port","kind":{"key":"release","label":"Release"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2023-08-10T07:38:25+00:00","first_seen_at":"2026-06-05T22:32:10.100906+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/togethercomputer/transformers_port/releases/tag/v0.0.1"]},"facets":{"repo":"togethercomputer/transformers_port"},"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":{"url":"https://github.com/togethercomputer/transformers_port/releases/tag/v0.0.1","final_url":"https://github.com/togethercomputer/transformers_port/releases/tag/v0.0.1","title":"togethercomputer/transformers_port v0.0.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:06:07.32177+00:00","bytes":2350,"raw_path":"3f996ca5ad3e8f54122641b05b9327c3ad312cce81acd50c756a47c7a64e1756.json","content_hash":"1088f5513535eba454bbaacfb11afbb3dcdb695598b7b07fe16e0875f7c375c2","excerpt_chars":1200,"truncated":false,"excerpt":"Transformer_Port v0.0.1 - 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