{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Repo: NousResearch/llama.cpp","description":"Nous Research repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f981cb65-3915-4cdc-b3bd-b41597c19386","json_url":"https://onlylabs.fyi/signals/f981cb65-3915-4cdc-b3bd-b41597c19386/signal.json","generated_at":"2026-06-11T03:17:53.849432+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/f981cb65-3915-4cdc-b3bd-b41597c19386","signal_json":"https://onlylabs.fyi/signals/f981cb65-3915-4cdc-b3bd-b41597c19386/signal.json","source":"https://github.com/NousResearch/llama.cpp","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Nous Research published NousResearch/llama.cpp (C++). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f981cb65-3915-4cdc-b3bd-b41597c19386/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/llama.cpp","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":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 Nous Research's repo signal \"NousResearch/llama.cpp\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"published repo","object":"NousResearch/llama.cpp","text":"Nous Research published repo NousResearch/llama.cpp."},{"subject":"NousResearch/llama.cpp","predicate":"is classified as","object":"repo signal","text":"NousResearch/llama.cpp is classified as repo signal."},{"subject":"NousResearch/llama.cpp","predicate":"belongs to","object":"repos desk","text":"NousResearch/llama.cpp belongs to repos desk."},{"subject":"NousResearch/llama.cpp","predicate":"has context","object":"C++","text":"NousResearch/llama.cpp has context C++."},{"subject":"NousResearch/llama.cpp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/llama.cpp has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/llama.cpp","predicate":"has captured page count","object":"1","text":"NousResearch/llama.cpp has captured page count 1."},{"subject":"NousResearch/llama.cpp","predicate":"has readable page count","object":"1","text":"NousResearch/llama.cpp has readable page count 1."},{"subject":"NousResearch/llama.cpp","predicate":"has related signal count","object":"6","text":"NousResearch/llama.cpp has related signal count 6."},{"subject":"NousResearch/llama.cpp","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":"NousResearch/llama.cpp 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":"NousResearch/llama.cpp","predicate":"has source host","object":"github.com","text":"NousResearch/llama.cpp has source host github.com."},{"subject":"NousResearch/llama.cpp","predicate":"has lab","object":"Nous Research","text":"NousResearch/llama.cpp has lab Nous Research."},{"subject":"NousResearch/llama.cpp","predicate":"has signal desk","object":"repos","text":"NousResearch/llama.cpp has signal desk repos."},{"subject":"NousResearch/llama.cpp","predicate":"has source host","object":"github.com","text":"NousResearch/llama.cpp has source host github.com."},{"subject":"NousResearch/llama.cpp","predicate":"has repository","object":"NousResearch/llama.cpp","text":"NousResearch/llama.cpp has repository NousResearch/llama.cpp."},{"subject":"NousResearch/llama.cpp","predicate":"has language","object":"C++","text":"NousResearch/llama.cpp has language C++."},{"subject":"NousResearch/llama.cpp","predicate":"has stars","object":"4","text":"NousResearch/llama.cpp has stars 4."},{"subject":"NousResearch/llama.cpp","predicate":"has watch term","object":"Infrastructure","text":"NousResearch/llama.cpp has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Nous Research published NousResearch/llama.cpp (C++). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NousResearch/llama.cpp · language C++. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Nous Research","predicate":"published repo","object":"NousResearch/llama.cpp","text":"Nous Research published repo NousResearch/llama.cpp."},{"subject":"NousResearch/llama.cpp","predicate":"is classified as","object":"repo signal","text":"NousResearch/llama.cpp is classified as repo signal."},{"subject":"NousResearch/llama.cpp","predicate":"belongs to","object":"repos desk","text":"NousResearch/llama.cpp belongs to repos desk."},{"subject":"NousResearch/llama.cpp","predicate":"has context","object":"C++","text":"NousResearch/llama.cpp has context C++."},{"subject":"NousResearch/llama.cpp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/llama.cpp has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f981cb65-3915-4cdc-b3bd-b41597c19386","url":"https://onlylabs.fyi/signals/f981cb65-3915-4cdc-b3bd-b41597c19386","json_url":"https://onlylabs.fyi/signals/f981cb65-3915-4cdc-b3bd-b41597c19386/signal.json","source_url":"https://github.com/NousResearch/llama.cpp","title":"NousResearch/llama.cpp","summary":"Nous Research published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2023-07-31T15:39:28+00:00","first_seen_at":"2026-06-06T01:49:37.982614+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/NousResearch/llama.cpp"]},"facets":{"repo":"NousResearch/llama.cpp","language":"C++"},"traction":{"github_stars":4,"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/NousResearch/llama.cpp","final_url":"https://github.com/NousResearch/llama.cpp","title":"NousResearch/llama.cpp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:53.849432+00:00","bytes":63676,"raw_path":"c7c04c89203c06ac65221a4145aed1f628df8e32c107f8845ff2fd966acaac08.json","content_hash":"9aad5009863fb8504883d165c006fd43731dfe140782519a14b96d94fc8628ce","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/llama.cpp Language: C++ License: MIT Stars: 4 Forks: 1 Open issues: 1 Created: 2023-07-31T15:39:28Z Pushed: 2024-03-10T05:26:15Z Default branch: master Fork: no Archived: no README: llama.cpp ![llama](https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png) [![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://opensource.org/licenses/MIT) [Roadmap](https://github.com/users/ggerganov/projects/7) / [Project status](https://github.com/ggerganov/llama.cpp/discussions/3471) / [Manifesto](https://github.com/ggerganov/llama.cpp/discussions/205) / [ggml](https://github.com/ggerganov/ggml) Inference of Meta's [LLaMA](https://arxiv.org/abs/2302.13971) model (and others) in pure C/C++ > [!IMPORTANT] > **Quantization blind testing: https://github.com/ggerganov/llama.cpp/discussions/5962** > > Vote for which quantization type provides better responses, all other parameters being the same. Recent API changes - [2024 Mar 8] `llama_kv_cache_seq_rm()` returns a `bool` instead of `void`, and new `llama_n_max_seq()` returns the upper limit of acceptable `seq_id` in batches (relevant when dealing with multiple sequences)..."},"evidence_pages":[{"url":"https://github.com/NousResearch/llama.cpp","final_url":"https://github.com/NousResearch/llama.cpp","title":"NousResearch/llama.cpp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:53.849432+00:00","bytes":63676,"raw_path":"c7c04c89203c06ac65221a4145aed1f628df8e32c107f8845ff2fd966acaac08.json","content_hash":"9aad5009863fb8504883d165c006fd43731dfe140782519a14b96d94fc8628ce","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/llama.cpp Language: C++ License: MIT Stars: 4 Forks: 1 Open issues: 1 Created: 2023-07-31T15:39:28Z Pushed: 2024-03-10T05:26:15Z Default branch: master Fork: no Archived: no README: llama.cpp ![llama](https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png) [![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://opensource.org/licenses/MIT) [Roadmap](https://github.com/users/ggerganov/projects/7) / [Project status](https://github.com/ggerganov/llama.cpp/discussions/3471) / [Manifesto](https://github.com/ggerganov/llama.cpp/discussions/205) / [ggml](https://github.com/ggerganov/ggml) Inference of Meta's [LLaMA](https://arxiv.org/abs/2302.13971) model (and others) in pure C/C++ > [!IMPORTANT] > **Quantization blind testing: https://github.com/ggerganov/llama.cpp/discussions/5962** > > Vote for which quantization type provides better responses, all other parameters being the same. Recent API changes - [2024 Mar 8] `llama_kv_cache_seq_rm()` returns a `bool` instead of `void`, and new `llama_n_max_seq()` returns the upper limit of acceptable `seq_id` in batches (relevant when dealing with multiple sequences)..."}],"related_signals":[{"id":"8c537d36-674f-4a6d-8078-e61250d0fead","url":"https://onlylabs.fyi/signals/8c537d36-674f-4a6d-8078-e61250d0fead","source_url":"https://github.com/NousResearch/hermes-compression-eval","title":"NousResearch/hermes-compression-eval","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-16T09:41:37+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"277c6ce4-3bfd-4913-bea0-5bf8be0cfcc9","url":"https://onlylabs.fyi/signals/277c6ce4-3bfd-4913-bea0-5bf8be0cfcc9","source_url":"https://github.com/NousResearch/hermes-example-plugins","title":"NousResearch/hermes-example-plugins","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-10T13:29:46+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"f80092ae-2b05-4d8e-820d-acf5003f94b7","url":"https://onlylabs.fyi/signals/f80092ae-2b05-4d8e-820d-acf5003f94b7","source_url":"https://github.com/NousResearch/kanban-video-pipeline","title":"NousResearch/kanban-video-pipeline","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-05-02T17:01:19+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"57c59b7f-0edf-4b01-9a60-1d76004341e9","url":"https://onlylabs.fyi/signals/57c59b7f-0edf-4b01-9a60-1d76004341e9","source_url":"https://github.com/NousResearch/tinker-nemogym","title":"NousResearch/tinker-nemogym","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-04-21T15:20:07+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"2c1f03a4-776d-47a8-baed-3b9b868b7ff1","url":"https://onlylabs.fyi/signals/2c1f03a4-776d-47a8-baed-3b9b868b7ff1","source_url":"https://github.com/NousResearch/autoreason","title":"NousResearch/autoreason","context":"TeX","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-03-28T19:34:36+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"},{"id":"b5f1430b-5005-498c-99c4-4ae7d7a896fa","url":"https://onlylabs.fyi/signals/b5f1430b-5005-498c-99c4-4ae7d7a896fa","source_url":"https://github.com/NousResearch/yhack","title":"NousResearch/yhack","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2026-03-28T19:03:58+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source"}]}