{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Model: CohereLabs/rerank-v3.5","description":"Cohere model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ba0e077d-8e72-400f-bbbd-89d638c9be39","json_url":"https://onlylabs.fyi/signals/ba0e077d-8e72-400f-bbbd-89d638c9be39/signal.json","generated_at":"2026-06-11T03:03:59.826691+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ba0e077d-8e72-400f-bbbd-89d638c9be39","signal_json":"https://onlylabs.fyi/signals/ba0e077d-8e72-400f-bbbd-89d638c9be39/signal.json","source":"https://huggingface.co/CohereLabs/rerank-v3.5","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":"Cohere published CohereLabs/rerank-v3.5. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 0 HF downloads · New reranking model from Cohere. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/CohereLabs/rerank-v3.5","source_host":"huggingface.co","occurred_at":"2025-01-02T22:01:02+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Cohere","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Downloads","value":"0","source":"traction"},{"label":"Likes","value":"7","source":"traction"},{"label":"Notability","value":"New reranking model from Cohere","source":"signal"},{"label":"Watch term","value":"Model 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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","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/ba0e077d-8e72-400f-bbbd-89d638c9be39/signal.json","required":true},{"label":"source","url":"https://huggingface.co/CohereLabs/rerank-v3.5","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cohere/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cohere/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, 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releases."},{"subject":"CohereLabs/rerank-v3.5","predicate":"has source host","object":"huggingface.co","text":"CohereLabs/rerank-v3.5 has source host huggingface.co."},{"subject":"CohereLabs/rerank-v3.5","predicate":"has downloads","object":"0","text":"CohereLabs/rerank-v3.5 has downloads 0."},{"subject":"CohereLabs/rerank-v3.5","predicate":"has likes","object":"7","text":"CohereLabs/rerank-v3.5 has likes 7."},{"subject":"CohereLabs/rerank-v3.5","predicate":"has notability","object":"New reranking model from Cohere","text":"CohereLabs/rerank-v3.5 has notability New reranking model from Cohere."},{"subject":"CohereLabs/rerank-v3.5","predicate":"has watch term","object":"Model card","text":"CohereLabs/rerank-v3.5 has watch term Model card."}]},"intelligence":{"signal_desk":"releases","answer":"Cohere published CohereLabs/rerank-v3.5. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 0 HF downloads · New reranking model from Cohere. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Cohere","predicate":"published model","object":"CohereLabs/rerank-v3.5","text":"Cohere published model CohereLabs/rerank-v3.5."},{"subject":"CohereLabs/rerank-v3.5","predicate":"is classified as","object":"model signal","text":"CohereLabs/rerank-v3.5 is classified as model signal."},{"subject":"CohereLabs/rerank-v3.5","predicate":"belongs to","object":"releases desk","text":"CohereLabs/rerank-v3.5 belongs to releases desk."},{"subject":"CohereLabs/rerank-v3.5","predicate":"has evidence coverage","object":"1 captured evidence page","text":"CohereLabs/rerank-v3.5 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ba0e077d-8e72-400f-bbbd-89d638c9be39","url":"https://onlylabs.fyi/signals/ba0e077d-8e72-400f-bbbd-89d638c9be39","json_url":"https://onlylabs.fyi/signals/ba0e077d-8e72-400f-bbbd-89d638c9be39/signal.json","source_url":"https://huggingface.co/CohereLabs/rerank-v3.5","title":"CohereLabs/rerank-v3.5","summary":"Cohere published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-01-02T22:01:02+00:00","first_seen_at":"2026-06-06T01:49:29.195816+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/CohereLabs/rerank-v3.5/raw/main/README.md"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":0,"hf_likes":7},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/CohereLabs/rerank-v3.5/raw/main/README.md","final_url":"https://huggingface.co/CohereLabs/rerank-v3.5/raw/main/README.md","title":"CohereLabs/rerank-v3.5 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:03:59.826691+00:00","bytes":528,"raw_path":"d9ee75250215e23992725428d87e28718a03f1378d8d2d8b2ac2ccf9fa5ee219.md","content_hash":"32bbe9ddcd5382784eb5073e0bb06ffb6565fc7684a3ca66a247f848ee1dab8a","excerpt_chars":1200,"truncated":false,"excerpt":"Cohere `rerank-v3.5` tokenizer This is the tokenizer for the [Cohere Rerank v3.5 model](https://cohere.com/blog/rerank-3pt5) . You can load it with the tokenizers library like this: ```python from tokenizers import Tokenizer tokenizer = Tokenizer.from_pretrained(\"CohereLabs/rerank-v3.5\") text = \"Hello World, this is my input string!\" enc = tokenizer.encode(text) print(\"Encoded input:\") print(enc.ids) print(\"Tokens:\") print(enc.tokens) number_of_tokens = len(enc.ids) print(\"Number of tokens:\", number_of_tokens) ```"},"evidence_pages":[{"url":"https://huggingface.co/CohereLabs/rerank-v3.5/raw/main/README.md","final_url":"https://huggingface.co/CohereLabs/rerank-v3.5/raw/main/README.md","title":"CohereLabs/rerank-v3.5 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:03:59.826691+00:00","bytes":528,"raw_path":"d9ee75250215e23992725428d87e28718a03f1378d8d2d8b2ac2ccf9fa5ee219.md","content_hash":"32bbe9ddcd5382784eb5073e0bb06ffb6565fc7684a3ca66a247f848ee1dab8a","excerpt_chars":1200,"truncated":false,"excerpt":"Cohere `rerank-v3.5` tokenizer This is the tokenizer for the [Cohere Rerank v3.5 model](https://cohere.com/blog/rerank-3pt5) . You can load it with the tokenizers library like this: ```python from tokenizers import Tokenizer tokenizer = Tokenizer.from_pretrained(\"CohereLabs/rerank-v3.5\") text = \"Hello World, this is my input string!\" enc = tokenizer.encode(text) print(\"Encoded input:\") print(enc.ids) print(\"Tokens:\") print(enc.tokens) number_of_tokens = len(enc.ids) print(\"Number of tokens:\", number_of_tokens) ```"}],"related_signals":[{"id":"8e7ce5d4-0fd5-437c-bf8d-7f1e05519438","url":"https://onlylabs.fyi/signals/8e7ce5d4-0fd5-437c-bf8d-7f1e05519438","source_url":"https://huggingface.co/CohereLabs/BLS-Mini-Code-1.0","title":"CohereLabs/BLS-Mini-Code-1.0","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T02:38:01+00:00","first_seen_at":"2026-06-07T07:00:16.201126+00:00","date_source":"source"},{"id":"bdc79ecb-1d34-47cb-9cd0-0a4256ef170d","url":"https://onlylabs.fyi/signals/bdc79ecb-1d34-47cb-9cd0-0a4256ef170d","source_url":"https://huggingface.co/CohereLabs/North-Mini-Code-1.0","title":"CohereLabs/North-Mini-Code-1.0","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-05T02:38:01+00:00","first_seen_at":"2026-06-10T07:01:17.732143+00:00","date_source":"source"},{"id":"6333cf57-b296-4348-aa5b-d8827fd0305a","url":"https://onlylabs.fyi/signals/6333cf57-b296-4348-aa5b-d8827fd0305a","source_url":"https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16","title":"CohereLabs/command-a-plus-05-2026-bf16","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-05-11T12:31:04+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"},{"id":"19a1a15e-7e0f-4f05-921c-6f968b079a04","url":"https://onlylabs.fyi/signals/19a1a15e-7e0f-4f05-921c-6f968b079a04","source_url":"https://huggingface.co/CohereLabs/cohere-transcribe-03-2026","title":"CohereLabs/cohere-transcribe-03-2026","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-03-24T10:35:54+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"},{"id":"0500a675-56ca-4ba9-9f19-144eb63560eb","url":"https://onlylabs.fyi/signals/0500a675-56ca-4ba9-9f19-144eb63560eb","source_url":"https://huggingface.co/CohereLabs/tiny-aya-fire","title":"CohereLabs/tiny-aya-fire","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-02-13T11:39:06+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"},{"id":"11d197d5-e288-4bc5-8cfd-08e11f8f85b0","url":"https://onlylabs.fyi/signals/11d197d5-e288-4bc5-8cfd-08e11f8f85b0","source_url":"https://huggingface.co/CohereLabs/tiny-aya-earth","title":"CohereLabs/tiny-aya-earth","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-02-13T11:39:04+00:00","first_seen_at":"2026-06-06T01:49:29.195816+00:00","date_source":"source"}]}