{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/RULER","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3e8fabfe-1522-4519-9e59-21082200bca8","json_url":"https://onlylabs.fyi/signals/3e8fabfe-1522-4519-9e59-21082200bca8/signal.json","generated_at":"2026-06-26T23:25:26.923Z","evidence_latest_fetched_at":"2026-06-26T07:02:29.831791+00:00","signal_first_seen_at":"2026-06-26T07:00:35.890963+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3e8fabfe-1522-4519-9e59-21082200bca8","signal_json":"https://onlylabs.fyi/signals/3e8fabfe-1522-4519-9e59-21082200bca8/signal.json","source":"https://github.com/NVIDIA/RULER","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/RULER (Python). 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Language: Python License: Apache-2.0 Stars: 1568 Forks: 130 Open issues: 18 Created: 2024-04-09T23:13:20Z Pushed: 2026-06-25T17:18:16Z Default branch: main Fork: no Archived: no README: 📏 RULER: What’s the Real Context Size of Your Long-Context Language Models? This repository contains code for our paper [RULER: What’s the Real Context Size of Your Long-Context Language Models](https://arxiv.org/abs/2404.06654). RULER generates synthetic examples to evaluate long-context language models with configurable sequence length and task complexity. We benchmark 17 open-source models across 4 task categories (in total 13 tasks) in RULER, evaluating long-context capabilities beyond simple in-context recall. Here are our main results. |Models|Claimed Length|Effective Length|4K|8K|16K|32K|64K|128K|Avg.|wAvg. (inc)|wAvg. (dec)| |:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:| |[Llama2](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) (7B)|4K||85.6| [Jamba-1.5-large*](https://huggingface.co/ai21labs/AI21-Jamba-1.5-Large)..."},"evidence_pages":[],"related_signals":[{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"dc2436c6-a425-4d07-b568-f1d510b43498","url":"https://onlylabs.fyi/signals/dc2436c6-a425-4d07-b568-f1d510b43498","source_url":"https://github.com/NVIDIA/halos-outside-in-safety","title":"NVIDIA/halos-outside-in-safety","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-02T07:07:48+00:00","first_seen_at":"2026-06-17T07:01:29.915036+00:00","date_source":"source"},{"id":"580feb1e-cb8f-43fe-af8e-fb45a66773a1","url":"https://onlylabs.fyi/signals/580feb1e-cb8f-43fe-af8e-fb45a66773a1","source_url":"https://github.com/NVIDIA/aerial-omniverse-digital-twin","title":"NVIDIA/aerial-omniverse-digital-twin","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-01T20:46:54+00:00","first_seen_at":"2026-06-23T07:00:35.692093+00:00","date_source":"source"},{"id":"a778a385-a7ba-4b25-9e1f-e665eec09e26","url":"https://onlylabs.fyi/signals/a778a385-a7ba-4b25-9e1f-e665eec09e26","source_url":"https://github.com/NVIDIA/game-agent-sdk","title":"NVIDIA/game-agent-sdk","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-26T17:19:25+00:00","first_seen_at":"2026-06-17T07:01:29.915036+00:00","date_source":"source"},{"id":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}