{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Fork: arcee-ai/Megatron-LM-Llama-70B","description":"Arcee AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19","json_url":"https://onlylabs.fyi/signals/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19/signal.json","generated_at":"2026-06-11T03:02:14.449409+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19","signal_json":"https://onlylabs.fyi/signals/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19/signal.json","source":"https://github.com/arcee-ai/Megatron-LM-Llama-70B","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/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":"Arcee AI forked arcee-ai/Megatron-LM-Llama-70B (forked from NVIDIA/Megatron-LM). 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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/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19/signal.json","required":true},{"label":"source","url":"https://github.com/arcee-ai/Megatron-LM-Llama-70B","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/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 Arcee AI's fork signal \"arcee-ai/Megatron-LM-Llama-70B\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/Megatron-LM-Llama-70B","text":"Arcee AI forked arcee-ai/Megatron-LM-Llama-70B."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"is classified as","object":"fork signal","text":"arcee-ai/Megatron-LM-Llama-70B is classified as fork signal."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"belongs to","object":"forks desk","text":"arcee-ai/Megatron-LM-Llama-70B belongs to forks desk."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has context","object":"forked from NVIDIA/Megatron-LM","text":"arcee-ai/Megatron-LM-Llama-70B has context forked from NVIDIA/Megatron-LM."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/Megatron-LM-Llama-70B has evidence coverage 1 captured evidence page."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has captured page count","object":"1","text":"arcee-ai/Megatron-LM-Llama-70B has captured page count 1."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has readable page count","object":"1","text":"arcee-ai/Megatron-LM-Llama-70B has readable page count 1."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has related signal count","object":"6","text":"arcee-ai/Megatron-LM-Llama-70B has related signal count 6."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","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":"arcee-ai/Megatron-LM-Llama-70B 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":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has source host","object":"github.com","text":"arcee-ai/Megatron-LM-Llama-70B has source host github.com."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has lab","object":"Arcee AI","text":"arcee-ai/Megatron-LM-Llama-70B has lab Arcee AI."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has signal desk","object":"forks","text":"arcee-ai/Megatron-LM-Llama-70B has signal desk forks."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has source host","object":"github.com","text":"arcee-ai/Megatron-LM-Llama-70B has source host github.com."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has repository","object":"arcee-ai/Megatron-LM-Llama-70B","text":"arcee-ai/Megatron-LM-Llama-70B has repository arcee-ai/Megatron-LM-Llama-70B."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has parent","object":"NVIDIA/Megatron-LM","text":"arcee-ai/Megatron-LM-Llama-70B has parent NVIDIA/Megatron-LM."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has stars","object":"2","text":"arcee-ai/Megatron-LM-Llama-70B has stars 2."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has watch term","object":"Eval methodology","text":"arcee-ai/Megatron-LM-Llama-70B has watch term Eval methodology."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has watch term","object":"Data pipeline","text":"arcee-ai/Megatron-LM-Llama-70B has watch term Data pipeline."}]},"intelligence":{"signal_desk":"forks","answer":"Arcee AI forked arcee-ai/Megatron-LM-Llama-70B (forked from NVIDIA/Megatron-LM). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/Megatron-LM-Llama-70B · parent NVIDIA/Megatron-LM. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/Megatron-LM-Llama-70B","text":"Arcee AI forked arcee-ai/Megatron-LM-Llama-70B."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"is classified as","object":"fork signal","text":"arcee-ai/Megatron-LM-Llama-70B is classified as fork signal."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"belongs to","object":"forks desk","text":"arcee-ai/Megatron-LM-Llama-70B belongs to forks desk."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has context","object":"forked from NVIDIA/Megatron-LM","text":"arcee-ai/Megatron-LM-Llama-70B has context forked from NVIDIA/Megatron-LM."},{"subject":"arcee-ai/Megatron-LM-Llama-70B","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/Megatron-LM-Llama-70B has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19","url":"https://onlylabs.fyi/signals/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19","json_url":"https://onlylabs.fyi/signals/ca2a6f89-1577-4bdf-9f9f-b5c3c87b3c19/signal.json","source_url":"https://github.com/arcee-ai/Megatron-LM-Llama-70B","title":"arcee-ai/Megatron-LM-Llama-70B","summary":"Arcee AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from NVIDIA/Megatron-LM","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2024-05-22T17:40:11+00:00","first_seen_at":"2026-06-05T22:32:26.032324+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/arcee-ai/Megatron-LM-Llama-70B"]},"facets":{"repo":"arcee-ai/Megatron-LM-Llama-70B","parent":"NVIDIA/Megatron-LM"},"traction":{"github_stars":2,"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/arcee-ai/Megatron-LM-Llama-70B","final_url":"https://github.com/arcee-ai/Megatron-LM-Llama-70B","title":"arcee-ai/Megatron-LM-Llama-70B repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:14.449409+00:00","bytes":68147,"raw_path":"ae7ffc049d95fbd37c624da4d30fbb0af1ddc3951320a679d8b78f1079097172.json","content_hash":"94213249d21368fcafde8c5a2d38b69f2687edf71ffb471dc6f6f4a11169d2ad","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/Megatron-LM-Llama-70B Description: Ongoing research training transformer models at scale Language: Python License: NOASSERTION Stars: 2 Forks: 0 Open issues: 0 Created: 2024-05-22T17:40:11Z Pushed: 2024-07-19T16:31:15Z Default branch: main Fork: yes Parent repository: NVIDIA/Megatron-LM Archived: no README: <div align=\"center\"> Megatron-LM & Megatron-Core =========================== <h4>GPU optimized techniques for training transformer models at-scale</h4> [![Documentation](https://img.shields.io/badge/docs-latest-brightgreen.svg?style=flat)](https://docs.nvidia.com/megatron-core/developer-guide/latest/index.html) [![version](https://img.shields.io/badge/release-0.5.0-green)](./setup.py) [![license](https://img.shields.io/badge/license-OpenBSD-blue)](./LICENSE) <div align=\"left\"> Latest News - **[2024/1 Announcement]** NVIDIA has released the core capabilities in **Megatron-LM** into [**Megatron-Core**](https://github.com/NVIDIA/Megatron-LM/tree/main/megatron/core) in this repository. Megatron-Core expands upon Megatron-LM's GPU-optimized techniques with more cutting-edge innovations on system-level optimizations, featuring composable and modular APIs. Explore the..."},"evidence_pages":[{"url":"https://github.com/arcee-ai/Megatron-LM-Llama-70B","final_url":"https://github.com/arcee-ai/Megatron-LM-Llama-70B","title":"arcee-ai/Megatron-LM-Llama-70B repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:02:14.449409+00:00","bytes":68147,"raw_path":"ae7ffc049d95fbd37c624da4d30fbb0af1ddc3951320a679d8b78f1079097172.json","content_hash":"94213249d21368fcafde8c5a2d38b69f2687edf71ffb471dc6f6f4a11169d2ad","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/Megatron-LM-Llama-70B Description: Ongoing research training transformer models at scale Language: Python License: NOASSERTION Stars: 2 Forks: 0 Open issues: 0 Created: 2024-05-22T17:40:11Z Pushed: 2024-07-19T16:31:15Z Default branch: main Fork: yes Parent repository: NVIDIA/Megatron-LM Archived: no README: <div align=\"center\"> Megatron-LM & Megatron-Core =========================== <h4>GPU optimized techniques for training transformer models at-scale</h4> [![Documentation](https://img.shields.io/badge/docs-latest-brightgreen.svg?style=flat)](https://docs.nvidia.com/megatron-core/developer-guide/latest/index.html) [![version](https://img.shields.io/badge/release-0.5.0-green)](./setup.py) [![license](https://img.shields.io/badge/license-OpenBSD-blue)](./LICENSE) <div align=\"left\"> Latest News - **[2024/1 Announcement]** NVIDIA has released the core capabilities in **Megatron-LM** into [**Megatron-Core**](https://github.com/NVIDIA/Megatron-LM/tree/main/megatron/core) in this repository. Megatron-Core expands upon Megatron-LM's GPU-optimized techniques with more cutting-edge innovations on system-level optimizations, featuring composable and modular APIs. Explore the..."}],"related_signals":[{"id":"8da333a0-40e4-4208-b8bb-5cdd92073433","url":"https://onlylabs.fyi/signals/8da333a0-40e4-4208-b8bb-5cdd92073433","source_url":"https://github.com/arcee-ai/prime-rl","title":"arcee-ai/prime-rl","context":"forked from PrimeIntellect-ai/prime-rl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-11-11T00:08:20+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"89e50509-9779-4e1f-929c-37903ad8c974","url":"https://onlylabs.fyi/signals/89e50509-9779-4e1f-929c-37903ad8c974","source_url":"https://github.com/arcee-ai/transformers","title":"arcee-ai/transformers","context":"forked from huggingface/transformers","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-06-04T21:20:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"bd2889f5-890b-45f4-b741-f065c88d9627","url":"https://onlylabs.fyi/signals/bd2889f5-890b-45f4-b741-f065c88d9627","source_url":"https://github.com/arcee-ai/heyarcee-theme","title":"arcee-ai/heyarcee-theme","context":"forked from chralp/heyburrito-theme","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:15:10+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"b8e86094-a097-4dc9-b9d5-8ade56cc394e","url":"https://onlylabs.fyi/signals/b8e86094-a097-4dc9-b9d5-8ade56cc394e","source_url":"https://github.com/arcee-ai/heyarcee","title":"arcee-ai/heyarcee","context":"forked from chralp/heyburrito","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:10:14+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"739cdf1f-418d-457c-8c03-f211d133d002","url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002","source_url":"https://github.com/arcee-ai/pipelines","title":"arcee-ai/pipelines","context":"forked from open-webui/pipelines","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-17T16:02:04+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","url":"https://onlylabs.fyi/signals/f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","source_url":"https://github.com/arcee-ai/token.js","title":"arcee-ai/token.js","context":"forked from token-js/token.js","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-11T03:09:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"}]}