{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Fork: NousResearch/nous-llama.cpp","description":"Nous Research fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9c58de2b-352a-4590-9a1d-2648dcf2c420","json_url":"https://onlylabs.fyi/signals/9c58de2b-352a-4590-9a1d-2648dcf2c420/signal.json","generated_at":"2026-06-11T03:10:31.843141+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/9c58de2b-352a-4590-9a1d-2648dcf2c420","signal_json":"https://onlylabs.fyi/signals/9c58de2b-352a-4590-9a1d-2648dcf2c420/signal.json","source":"https://github.com/NousResearch/nous-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":"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":"Nous Research forked NousResearch/nous-llama.cpp (forked from ggml-org/llama.cpp). 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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/9c58de2b-352a-4590-9a1d-2648dcf2c420/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/nous-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":"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 Nous Research's fork signal \"NousResearch/nous-llama.cpp\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/nous-llama.cpp","text":"Nous Research forked NousResearch/nous-llama.cpp."},{"subject":"NousResearch/nous-llama.cpp","predicate":"is classified as","object":"fork signal","text":"NousResearch/nous-llama.cpp is classified as fork signal."},{"subject":"NousResearch/nous-llama.cpp","predicate":"belongs to","object":"forks desk","text":"NousResearch/nous-llama.cpp belongs to forks desk."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has context","object":"forked from ggml-org/llama.cpp","text":"NousResearch/nous-llama.cpp has context forked from ggml-org/llama.cpp."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/nous-llama.cpp has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has captured page count","object":"1","text":"NousResearch/nous-llama.cpp has captured page count 1."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has readable page count","object":"1","text":"NousResearch/nous-llama.cpp has readable page count 1."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has related signal count","object":"6","text":"NousResearch/nous-llama.cpp has related signal count 6."},{"subject":"NousResearch/nous-llama.cpp","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":"NousResearch/nous-llama.cpp 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":"NousResearch/nous-llama.cpp","predicate":"has source host","object":"github.com","text":"NousResearch/nous-llama.cpp has source host github.com."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has lab","object":"Nous Research","text":"NousResearch/nous-llama.cpp has lab Nous Research."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has signal desk","object":"forks","text":"NousResearch/nous-llama.cpp has signal desk forks."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has source host","object":"github.com","text":"NousResearch/nous-llama.cpp has source host github.com."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has repository","object":"NousResearch/nous-llama.cpp","text":"NousResearch/nous-llama.cpp has repository NousResearch/nous-llama.cpp."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has parent","object":"ggml-org/llama.cpp","text":"NousResearch/nous-llama.cpp has parent ggml-org/llama.cpp."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has stars","object":"8","text":"NousResearch/nous-llama.cpp has stars 8."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has watch term","object":"Infrastructure","text":"NousResearch/nous-llama.cpp has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Nous Research forked NousResearch/nous-llama.cpp (forked from ggml-org/llama.cpp). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/nous-llama.cpp · parent ggml-org/llama.cpp. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/nous-llama.cpp","text":"Nous Research forked NousResearch/nous-llama.cpp."},{"subject":"NousResearch/nous-llama.cpp","predicate":"is classified as","object":"fork signal","text":"NousResearch/nous-llama.cpp is classified as fork signal."},{"subject":"NousResearch/nous-llama.cpp","predicate":"belongs to","object":"forks desk","text":"NousResearch/nous-llama.cpp belongs to forks desk."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has context","object":"forked from ggml-org/llama.cpp","text":"NousResearch/nous-llama.cpp has context forked from ggml-org/llama.cpp."},{"subject":"NousResearch/nous-llama.cpp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/nous-llama.cpp has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9c58de2b-352a-4590-9a1d-2648dcf2c420","url":"https://onlylabs.fyi/signals/9c58de2b-352a-4590-9a1d-2648dcf2c420","json_url":"https://onlylabs.fyi/signals/9c58de2b-352a-4590-9a1d-2648dcf2c420/signal.json","source_url":"https://github.com/NousResearch/nous-llama.cpp","title":"NousResearch/nous-llama.cpp","summary":"Nous Research forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from ggml-org/llama.cpp","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2024-03-10T06:36:11+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/nous-llama.cpp"]},"facets":{"repo":"NousResearch/nous-llama.cpp","parent":"ggml-org/llama.cpp"},"traction":{"github_stars":8,"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/nous-llama.cpp","final_url":"https://github.com/NousResearch/nous-llama.cpp","title":"NousResearch/nous-llama.cpp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:31.843141+00:00","bytes":76109,"raw_path":"a2a7de7a3dfa6af4fd06b4c10c0b3bf7f09cd40742c6690f42613ae2c9105963.json","content_hash":"f6c33cb9a1bb52ecc457774383eee6e331c174580cf90aa4995f482935c0891a","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/nous-llama.cpp Description: LLM inference in C/C++ - nous research License: MIT Stars: 8 Forks: 1 Open issues: 0 Created: 2024-03-10T06:36:11Z Pushed: 2024-03-15T19:59:13Z Default branch: master Fork: yes Parent repository: ggml-org/llama.cpp 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..."},"evidence_pages":[{"url":"https://github.com/NousResearch/nous-llama.cpp","final_url":"https://github.com/NousResearch/nous-llama.cpp","title":"NousResearch/nous-llama.cpp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:10:31.843141+00:00","bytes":76109,"raw_path":"a2a7de7a3dfa6af4fd06b4c10c0b3bf7f09cd40742c6690f42613ae2c9105963.json","content_hash":"f6c33cb9a1bb52ecc457774383eee6e331c174580cf90aa4995f482935c0891a","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/nous-llama.cpp Description: LLM inference in C/C++ - nous research License: MIT Stars: 8 Forks: 1 Open issues: 0 Created: 2024-03-10T06:36:11Z Pushed: 2024-03-15T19:59:13Z Default branch: master Fork: yes Parent repository: ggml-org/llama.cpp 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. 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