{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Model: amazon/gpt-oss-20b-p-eagle-long-context","description":"Amazon (Nova) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23","json_url":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23/signal.json","generated_at":"2026-06-11T02:40:51.729938+00:00","org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/amazon","dossier_json_url":"https://onlylabs.fyi/labs/amazon/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23","signal_json":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23/signal.json","source":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context","lab_dossier":"https://onlylabs.fyi/labs/amazon","lab_dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Amazon (Nova) published amazon/gpt-oss-20b-p-eagle-long-context. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 54 HF downloads · Low traction 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/amazon/gpt-oss-20b-p-eagle-long-context","source_host":"huggingface.co","occurred_at":"2026-05-14T23:11:10+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Amazon (Nova)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Params","value":"1.8B","source":"model"},{"label":"Downloads","value":"54","source":"traction"},{"label":"Likes","value":"2","source":"traction"},{"label":"Notability","value":"Low traction model release","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/amazon/gpt-oss-20b-p-eagle-long-context/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:40:51.729938+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23/signal.json","dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23/signal.json","required":true},{"label":"source","url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/amazon/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/amazon/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Amazon (Nova)'s model signal \"amazon/gpt-oss-20b-p-eagle-long-context\" for frontier lab strategy."},"semantic_triples":[{"subject":"Amazon (Nova)","predicate":"published model","object":"amazon/gpt-oss-20b-p-eagle-long-context","text":"Amazon (Nova) published model amazon/gpt-oss-20b-p-eagle-long-context."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"is classified as","object":"model signal","text":"amazon/gpt-oss-20b-p-eagle-long-context is classified as model signal."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"belongs to","object":"releases desk","text":"amazon/gpt-oss-20b-p-eagle-long-context belongs to releases desk."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon/gpt-oss-20b-p-eagle-long-context has evidence coverage 1 captured evidence page."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has captured page count","object":"1","text":"amazon/gpt-oss-20b-p-eagle-long-context has captured page count 1."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has readable page count","object":"1","text":"amazon/gpt-oss-20b-p-eagle-long-context has readable page count 1."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has related signal count","object":"6","text":"amazon/gpt-oss-20b-p-eagle-long-context has related signal count 6."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","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":"amazon/gpt-oss-20b-p-eagle-long-context has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has source host","object":"huggingface.co","text":"amazon/gpt-oss-20b-p-eagle-long-context has source host huggingface.co."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has lab","object":"Amazon (Nova)","text":"amazon/gpt-oss-20b-p-eagle-long-context has lab Amazon (Nova)."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has signal desk","object":"releases","text":"amazon/gpt-oss-20b-p-eagle-long-context has signal desk releases."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has source host","object":"huggingface.co","text":"amazon/gpt-oss-20b-p-eagle-long-context has source host huggingface.co."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has license","object":"apache-2.0","text":"amazon/gpt-oss-20b-p-eagle-long-context has license apache-2.0."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has params","object":"1.8B","text":"amazon/gpt-oss-20b-p-eagle-long-context has params 1.8B."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has downloads","object":"54","text":"amazon/gpt-oss-20b-p-eagle-long-context has downloads 54."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has likes","object":"2","text":"amazon/gpt-oss-20b-p-eagle-long-context has likes 2."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has notability","object":"Low traction model release","text":"amazon/gpt-oss-20b-p-eagle-long-context has notability Low traction model release."}]},"intelligence":{"signal_desk":"releases","answer":"Amazon (Nova) published amazon/gpt-oss-20b-p-eagle-long-context. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license apache-2.0 · 54 HF downloads · Low traction model release. onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Amazon (Nova)","predicate":"published model","object":"amazon/gpt-oss-20b-p-eagle-long-context","text":"Amazon (Nova) published model amazon/gpt-oss-20b-p-eagle-long-context."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"is classified as","object":"model signal","text":"amazon/gpt-oss-20b-p-eagle-long-context is classified as model signal."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"belongs to","object":"releases desk","text":"amazon/gpt-oss-20b-p-eagle-long-context belongs to releases desk."},{"subject":"amazon/gpt-oss-20b-p-eagle-long-context","predicate":"has evidence coverage","object":"1 captured evidence page","text":"amazon/gpt-oss-20b-p-eagle-long-context has evidence coverage 1 captured evidence page."}]},"signal":{"id":"65dd73c3-f938-468a-9777-d0d3fbbcbc23","url":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23","json_url":"https://onlylabs.fyi/signals/65dd73c3-f938-468a-9777-d0d3fbbcbc23/signal.json","source_url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context","title":"amazon/gpt-oss-20b-p-eagle-long-context","summary":"Amazon (Nova) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T23:11:10+00:00","first_seen_at":"2026-06-06T01:49:28.820608+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/amazon/gpt-oss-20b-p-eagle-long-context/raw/main/README.md"]},"facets":{"license":"apache-2.0"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":54,"hf_likes":2},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context/raw/main/README.md","final_url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context/raw/main/README.md","title":"amazon/gpt-oss-20b-p-eagle-long-context model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:51.729938+00:00","bytes":3896,"raw_path":"9c60979521f027f3b83e90035313fe73e473b8e73577ee30ce04fdefebd49b95.md","content_hash":"5cd19c139d32f6c2b757cc2c434fd936bb2a9a870e2a962f7c7f56c1c01fe641","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 --- Model Overview P-EAGLE is a parallel-drafting speculative decoding model that generates K draft tokens in a single forward pass. It transforms EAGLE—the state-of-the-art speculative decoding method—from autoregressive to parallel draft generation. For use cases of less than 10k context length - please consider using [gpt-oss-20b-P-Eagle](https://huggingface.co/amazon/GPT-OSS-20B-P-EAGLE). Model Details The model architecture is illustrated in the following figure. Specifically, we trained a 4-layer P-EAGLE for GPT-OSS 20B as the target model, with number of parallel-token prediction as 10. P-EAGLE follows the vanila EAGLE 3 using three layers of hidden states from the target model. <img src=\"https://cdn-uploads.huggingface.co/production/uploads/64ab5fe189aa67e4a251b6b4/UBBMgZvXkOduu_LpUunQy.png\" width=\"50%\"> Model Description - **Developed by:** AWS - **Model type:** EAGLE - **Language(s) (NLP):** English - **License:** Apache License 2.0 - **Target model:** [GPT-OSS 20B](https://huggingface.co/openai/gpt-oss-20b) Model Sources - **Paper**: [P-EAGLE: Parallel-Drafting EAGLE with Scalable Training](https://www.arxiv.org/pdf/2602.01469) Training Data -..."},"evidence_pages":[{"url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context/raw/main/README.md","final_url":"https://huggingface.co/amazon/gpt-oss-20b-p-eagle-long-context/raw/main/README.md","title":"amazon/gpt-oss-20b-p-eagle-long-context model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:40:51.729938+00:00","bytes":3896,"raw_path":"9c60979521f027f3b83e90035313fe73e473b8e73577ee30ce04fdefebd49b95.md","content_hash":"5cd19c139d32f6c2b757cc2c434fd936bb2a9a870e2a962f7c7f56c1c01fe641","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: apache-2.0 --- Model Overview P-EAGLE is a parallel-drafting speculative decoding model that generates K draft tokens in a single forward pass. It transforms EAGLE—the state-of-the-art speculative decoding method—from autoregressive to parallel draft generation. For use cases of less than 10k context length - please consider using [gpt-oss-20b-P-Eagle](https://huggingface.co/amazon/GPT-OSS-20B-P-EAGLE). Model Details The model architecture is illustrated in the following figure. Specifically, we trained a 4-layer P-EAGLE for GPT-OSS 20B as the target model, with number of parallel-token prediction as 10. P-EAGLE follows the vanila EAGLE 3 using three layers of hidden states from the target model. <img src=\"https://cdn-uploads.huggingface.co/production/uploads/64ab5fe189aa67e4a251b6b4/UBBMgZvXkOduu_LpUunQy.png\" width=\"50%\"> Model Description - **Developed by:** AWS - **Model type:** EAGLE - **Language(s) (NLP):** English - **License:** Apache License 2.0 - **Target model:** [GPT-OSS 20B](https://huggingface.co/openai/gpt-oss-20b) Model Sources - **Paper**: [P-EAGLE: Parallel-Drafting EAGLE with Scalable Training](https://www.arxiv.org/pdf/2602.01469) Training Data -..."}],"related_signals":[{"id":"774e55d2-87c5-4b3e-91d9-79271c21322b","url":"https://onlylabs.fyi/signals/774e55d2-87c5-4b3e-91d9-79271c21322b","source_url":"https://huggingface.co/amazon/Qwen3-Coder-30B-A3B-Instruct-P-EAGLE-long-context","title":"amazon/Qwen3-Coder-30B-A3B-Instruct-P-EAGLE-long-context","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T23:50:24+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"c255adba-13d0-4522-a0af-63d9665b4c93","url":"https://onlylabs.fyi/signals/c255adba-13d0-4522-a0af-63d9665b4c93","source_url":"https://huggingface.co/amazon/gpt-oss-120b-p-eagle-long-context","title":"amazon/gpt-oss-120b-p-eagle-long-context","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T17:52:34+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"349c8649-b8fc-4b89-85ca-a8bed8bb979e","url":"https://onlylabs.fyi/signals/349c8649-b8fc-4b89-85ca-a8bed8bb979e","source_url":"https://huggingface.co/amazon/GDN-primed-HQwen3-32B-Instruct","title":"amazon/GDN-primed-HQwen3-32B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:55:09+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"7ba3f73b-c564-42f5-8c88-db38a44cdf91","url":"https://onlylabs.fyi/signals/7ba3f73b-c564-42f5-8c88-db38a44cdf91","source_url":"https://huggingface.co/amazon/Mamba2-primed-HQwen3-8B-Instruct","title":"amazon/Mamba2-primed-HQwen3-8B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:51:01+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"4afc0b8c-2d15-4535-a6ec-9c24a5426a6d","url":"https://onlylabs.fyi/signals/4afc0b8c-2d15-4535-a6ec-9c24a5426a6d","source_url":"https://huggingface.co/amazon/GKA-primed-HQwen3-8B-Instruct","title":"amazon/GKA-primed-HQwen3-8B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:49:35+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"},{"id":"f670cf61-a6c1-43a9-9f60-bfc331981f03","url":"https://onlylabs.fyi/signals/f670cf61-a6c1-43a9-9f60-bfc331981f03","source_url":"https://huggingface.co/amazon/GDN-primed-HQwen3-8B-Instruct","title":"amazon/GDN-primed-HQwen3-8B-Instruct","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-03-31T17:48:43+00:00","first_seen_at":"2026-06-06T01:49:28.820608+00:00","date_source":"source"}]}