{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Model: NousResearch/Hermes-4.3-36B-centralized","description":"Nous Research model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376","json_url":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376/signal.json","generated_at":"2026-06-11T02:49:53.985138+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376","signal_json":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376/signal.json","source":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research published NousResearch/Hermes-4.3-36B-centralized. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 16 HF downloads · Low traction, minor model release. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized","source_host":"huggingface.co","occurred_at":"2025-10-28T03:15:26+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Params","value":"36.2B","source":"model"},{"label":"Downloads","value":"16","source":"traction"},{"label":"Likes","value":"2","source":"traction"},{"label":"Notability","value":"Low traction, minor model release","source":"signal"},{"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://huggingface.co/NousResearch/Hermes-4.3-36B-centralized/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:49:53.985138+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/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 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","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/1c7c5a77-0bc8-40f3-8f9e-6f87824be376/signal.json","required":true},{"label":"source","url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/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 Nous Research's model signal \"NousResearch/Hermes-4.3-36B-centralized\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"published model","object":"NousResearch/Hermes-4.3-36B-centralized","text":"Nous Research published model NousResearch/Hermes-4.3-36B-centralized."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"is classified as","object":"model signal","text":"NousResearch/Hermes-4.3-36B-centralized is classified as model signal."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"belongs to","object":"releases desk","text":"NousResearch/Hermes-4.3-36B-centralized belongs to releases desk."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/Hermes-4.3-36B-centralized has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has captured page count","object":"1","text":"NousResearch/Hermes-4.3-36B-centralized has captured page count 1."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has readable page count","object":"1","text":"NousResearch/Hermes-4.3-36B-centralized has readable page count 1."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has related signal count","object":"6","text":"NousResearch/Hermes-4.3-36B-centralized has related signal count 6."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","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":"NousResearch/Hermes-4.3-36B-centralized has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has source host","object":"huggingface.co","text":"NousResearch/Hermes-4.3-36B-centralized has source host huggingface.co."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has lab","object":"Nous Research","text":"NousResearch/Hermes-4.3-36B-centralized has lab Nous Research."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has signal desk","object":"releases","text":"NousResearch/Hermes-4.3-36B-centralized has signal desk releases."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has source host","object":"huggingface.co","text":"NousResearch/Hermes-4.3-36B-centralized has source host huggingface.co."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has params","object":"36.2B","text":"NousResearch/Hermes-4.3-36B-centralized has params 36.2B."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has downloads","object":"16","text":"NousResearch/Hermes-4.3-36B-centralized has downloads 16."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has likes","object":"2","text":"NousResearch/Hermes-4.3-36B-centralized has likes 2."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has notability","object":"Low traction, minor model release","text":"NousResearch/Hermes-4.3-36B-centralized has notability Low traction, minor model release."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has watch term","object":"Model card","text":"NousResearch/Hermes-4.3-36B-centralized has watch term Model card."}]},"intelligence":{"signal_desk":"releases","answer":"Nous Research published NousResearch/Hermes-4.3-36B-centralized. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: 16 HF downloads · Low traction, minor model release. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Nous Research","predicate":"published model","object":"NousResearch/Hermes-4.3-36B-centralized","text":"Nous Research published model NousResearch/Hermes-4.3-36B-centralized."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"is classified as","object":"model signal","text":"NousResearch/Hermes-4.3-36B-centralized is classified as model signal."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"belongs to","object":"releases desk","text":"NousResearch/Hermes-4.3-36B-centralized belongs to releases desk."},{"subject":"NousResearch/Hermes-4.3-36B-centralized","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/Hermes-4.3-36B-centralized has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1c7c5a77-0bc8-40f3-8f9e-6f87824be376","url":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376","json_url":"https://onlylabs.fyi/signals/1c7c5a77-0bc8-40f3-8f9e-6f87824be376/signal.json","source_url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized","title":"NousResearch/Hermes-4.3-36B-centralized","summary":"Nous Research published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-10-28T03:15:26+00:00","first_seen_at":"2026-06-06T01:49:34.68462+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/NousResearch/Hermes-4.3-36B-centralized/raw/main/README.md"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":16,"hf_likes":2},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized/raw/main/README.md","final_url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized/raw/main/README.md","title":"NousResearch/Hermes-4.3-36B-centralized model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:53.985138+00:00","bytes":2190,"raw_path":"66049ad9125f3187ae99903c0bbeffab7d55a2abda585f45365ebf4f21c56cdd.md","content_hash":"e7e6296675e3d7b69d066aa99b3ecc14f7f1eff5cf2788454c87097508cbbdc1","excerpt_chars":1200,"truncated":true,"excerpt":"This is the centralized trained version of [Hermes-4.3-36B](https://huggingface.co/NousResearch/Hermes-4.3-36B) which is released as a research artifact. It was trained on Nous Research's fork of Torchtitan [commit d91ee11d6d5717c95daefcd789e4616ad82b7477](https://github.com/pytorch/torchtitan/commit/d91ee11d6d5717c95daefcd789e4616ad82b747) ``` torchtitan Config.toml NOTE: this toml config is a preset for 64 A100 GPUs. [job] dump_folder = \"./outputs\" description = \"Seed 36B training\" [profiling] enable_profiling = false save_traces_folder = \"profile_trace\" profile_freq = 100 [metrics] log_freq = 1 enable_tensorboard = false save_tb_folder = \"tb\" enable_wandb = true [model] name = \"llama3\" flavor = \"36B_seed_flex_attn\" tokenizer_path = \"./assets/tokenizer/original/tokenizer.model\" converters = [\"float8\"] [optimizer] name = \"AdamW\" lr = 2.5e-5 eps = 1e-8 weight_decay = 0.01 beta1 = 0.9 beta2 = 0.999 [lr_scheduler] warmup_steps = 300 # lr scheduler warm up decay_type = \"cosine\" [training] local_batch_size = 2 global_batch_size = 384 seq_len = 131072 max_norm = 1.0 # grad norm clipping steps = 1000 epochs = 4 dataset = \"hermes-4\" dataset_type = \"preprocessed\" dataset_path =..."},"evidence_pages":[{"url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized/raw/main/README.md","final_url":"https://huggingface.co/NousResearch/Hermes-4.3-36B-centralized/raw/main/README.md","title":"NousResearch/Hermes-4.3-36B-centralized model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:53.985138+00:00","bytes":2190,"raw_path":"66049ad9125f3187ae99903c0bbeffab7d55a2abda585f45365ebf4f21c56cdd.md","content_hash":"e7e6296675e3d7b69d066aa99b3ecc14f7f1eff5cf2788454c87097508cbbdc1","excerpt_chars":1200,"truncated":true,"excerpt":"This is the centralized trained version of [Hermes-4.3-36B](https://huggingface.co/NousResearch/Hermes-4.3-36B) which is released as a research artifact. It was trained on Nous Research's fork of Torchtitan [commit d91ee11d6d5717c95daefcd789e4616ad82b7477](https://github.com/pytorch/torchtitan/commit/d91ee11d6d5717c95daefcd789e4616ad82b747) ``` torchtitan Config.toml NOTE: this toml config is a preset for 64 A100 GPUs. [job] dump_folder = \"./outputs\" description = \"Seed 36B training\" [profiling] enable_profiling = false save_traces_folder = \"profile_trace\" profile_freq = 100 [metrics] log_freq = 1 enable_tensorboard = false save_tb_folder = \"tb\" enable_wandb = true [model] name = \"llama3\" flavor = \"36B_seed_flex_attn\" tokenizer_path = \"./assets/tokenizer/original/tokenizer.model\" converters = [\"float8\"] [optimizer] name = \"AdamW\" lr = 2.5e-5 eps = 1e-8 weight_decay = 0.01 beta1 = 0.9 beta2 = 0.999 [lr_scheduler] warmup_steps = 300 # lr scheduler warm up decay_type = \"cosine\" [training] local_batch_size = 2 global_batch_size = 384 seq_len = 131072 max_norm = 1.0 # grad norm clipping steps = 1000 epochs = 4 dataset = \"hermes-4\" dataset_type = \"preprocessed\" dataset_path =..."}],"related_signals":[{"id":"248fb787-293d-48cd-a62a-cb7087c8c95b","url":"https://onlylabs.fyi/signals/248fb787-293d-48cd-a62a-cb7087c8c95b","source_url":"https://huggingface.co/NousResearch/moe-10b-a1b-8k-wsd-lr3e4-1t","title":"NousResearch/moe-10b-a1b-8k-wsd-lr3e4-1t","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-03-06T21:15:44+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source"},{"id":"ec747bba-2966-4fc4-83f7-f0e193f71d4f","url":"https://onlylabs.fyi/signals/ec747bba-2966-4fc4-83f7-f0e193f71d4f","source_url":"https://huggingface.co/NousResearch/Kimi-K2-Thinking-Alternate-Tokenizer","title":"NousResearch/Kimi-K2-Thinking-Alternate-Tokenizer","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-01-15T20:00:44+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source"},{"id":"b211e465-3c5d-4816-96bf-7047473270bf","url":"https://onlylabs.fyi/signals/b211e465-3c5d-4816-96bf-7047473270bf","source_url":"https://huggingface.co/NousResearch/NousCoder-14B","title":"NousResearch/NousCoder-14B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-12-23T07:44:59+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source"},{"id":"bd79802c-c731-43a8-980f-870c11e77e99","url":"https://onlylabs.fyi/signals/bd79802c-c731-43a8-980f-870c11e77e99","source_url":"https://huggingface.co/NousResearch/nomos-1","title":"NousResearch/nomos-1","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-12-07T04:00:59+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source"},{"id":"fb53e2a4-9276-4485-bac6-11faf29ed343","url":"https://onlylabs.fyi/signals/fb53e2a4-9276-4485-bac6-11faf29ed343","source_url":"https://huggingface.co/NousResearch/Hermes-4.3-36B","title":"NousResearch/Hermes-4.3-36B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-11-17T19:48:42+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source"},{"id":"f7d07771-8603-4bd8-887d-a7d416702d97","url":"https://onlylabs.fyi/signals/f7d07771-8603-4bd8-887d-a7d416702d97","source_url":"https://huggingface.co/NousResearch/huskyholdem-batches","title":"NousResearch/huskyholdem-batches","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-09-24T22:11:51+00:00","first_seen_at":"2026-06-06T01:49:34.68462+00:00","date_source":"source"}]}