{"schema_version":"onlylabs.public_signal.v1","title":"Reka AI Model: RekaAI/reka-edge-2603","description":"Reka AI model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/b524db4d-7217-494f-a439-2f13cdf43951","json_url":"https://onlylabs.fyi/signals/b524db4d-7217-494f-a439-2f13cdf43951/signal.json","generated_at":"2026-06-11T02:49:40.568141+00:00","org":{"slug":"reka","name":"Reka AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/reka","dossier_json_url":"https://onlylabs.fyi/labs/reka/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b524db4d-7217-494f-a439-2f13cdf43951","signal_json":"https://onlylabs.fyi/signals/b524db4d-7217-494f-a439-2f13cdf43951/signal.json","source":"https://huggingface.co/RekaAI/reka-edge-2603","lab_dossier":"https://onlylabs.fyi/labs/reka","lab_dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis":"https://onlylabs.fyi/analysis/reka","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Reka AI published RekaAI/reka-edge-2603. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. 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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/b524db4d-7217-494f-a439-2f13cdf43951/signal.json","required":true},{"label":"source","url":"https://huggingface.co/RekaAI/reka-edge-2603","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/reka/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/reka/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/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 Reka AI's model signal \"RekaAI/reka-edge-2603\" for neolab strategy."},"semantic_triples":[{"subject":"Reka AI","predicate":"published model","object":"RekaAI/reka-edge-2603","text":"Reka AI published model RekaAI/reka-edge-2603."},{"subject":"RekaAI/reka-edge-2603","predicate":"is classified as","object":"model signal","text":"RekaAI/reka-edge-2603 is classified as model signal."},{"subject":"RekaAI/reka-edge-2603","predicate":"belongs to","object":"releases desk","text":"RekaAI/reka-edge-2603 belongs to releases desk."},{"subject":"RekaAI/reka-edge-2603","predicate":"has evidence coverage","object":"1 captured evidence page","text":"RekaAI/reka-edge-2603 has evidence coverage 1 captured evidence page."},{"subject":"RekaAI/reka-edge-2603","predicate":"has captured page count","object":"1","text":"RekaAI/reka-edge-2603 has captured page count 1."},{"subject":"RekaAI/reka-edge-2603","predicate":"has readable page count","object":"1","text":"RekaAI/reka-edge-2603 has readable page count 1."},{"subject":"RekaAI/reka-edge-2603","predicate":"has related signal count","object":"2","text":"RekaAI/reka-edge-2603 has related signal count 2."},{"subject":"RekaAI/reka-edge-2603","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":"RekaAI/reka-edge-2603 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"RekaAI/reka-edge-2603","predicate":"has source host","object":"huggingface.co","text":"RekaAI/reka-edge-2603 has source host huggingface.co."},{"subject":"RekaAI/reka-edge-2603","predicate":"has lab","object":"Reka AI","text":"RekaAI/reka-edge-2603 has lab Reka AI."},{"subject":"RekaAI/reka-edge-2603","predicate":"has signal desk","object":"releases","text":"RekaAI/reka-edge-2603 has signal desk releases."},{"subject":"RekaAI/reka-edge-2603","predicate":"has source host","object":"huggingface.co","text":"RekaAI/reka-edge-2603 has source host huggingface.co."},{"subject":"RekaAI/reka-edge-2603","predicate":"has task","object":"image-text-to-text","text":"RekaAI/reka-edge-2603 has task image-text-to-text."},{"subject":"RekaAI/reka-edge-2603","predicate":"has license","object":"other","text":"RekaAI/reka-edge-2603 has license other."},{"subject":"RekaAI/reka-edge-2603","predicate":"has library","object":"transformers","text":"RekaAI/reka-edge-2603 has library transformers."},{"subject":"RekaAI/reka-edge-2603","predicate":"has params","object":"7.1B","text":"RekaAI/reka-edge-2603 has params 7.1B."},{"subject":"RekaAI/reka-edge-2603","predicate":"has downloads","object":"947","text":"RekaAI/reka-edge-2603 has downloads 947."}]},"intelligence":{"signal_desk":"releases","answer":"Reka AI published RekaAI/reka-edge-2603. 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This model is optimized specifically to deliver industry-leading performance in image understanding, video analysis, object detection, and agentic tool-use. Learn more about the Reka Edge in our [announcement blog post](https://reka.ai/news/reka-edge-frontier-level-edge-intelligence-for-physical-ai). [Demo](https://app.reka.ai/reka-edge) | [API Docs](https://docs.reka.ai/chat/overview) | [Discord](https://discord.com/invite/YqD7v2QQ5d) Key features - Faster and more token-efficient than similarly sized VLMs - Strong benchmark performance across VQA-v2, RefCOCO, MLVU, MMVU and Mobile Actions (see below) - Support for vLLM (see [plugin](https://github.com/reka-ai/vllm-reka)) - Open weights license: the model can be used commercially if you make less than $1 million USD of revenue a year Benchmarks and metrics |Benchmark|Reka Edge|Cosmos-Reason2 8B|Qwen 3.5 9B|Gemini 3 Pro| |:-|:-|:-|:-|:-|..."},"evidence_pages":[{"url":"https://huggingface.co/RekaAI/reka-edge-2603/raw/main/README.md","final_url":"https://huggingface.co/RekaAI/reka-edge-2603/raw/main/README.md","title":"RekaAI/reka-edge-2603 model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T02:49:40.568141+00:00","bytes":11172,"raw_path":"17b6e8bdce97b40a1f3d2df44c996ba64eb4840a8f0fb2c9098d4ab3b05641b5.md","content_hash":"014c567d5421b00a7fa104f30c751796c0cc97120ca6b957ef86387e1f57ffc1","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: transformers pipeline_tag: image-text-to-text license: other license_name: reka-edge-2603-license license_link: LICENSE --- Reka Edge **Reka Edge** is an extremely efficient 7B multimodal vision-language model that accepts image/video+text inputs and generates text outputs. This model is optimized specifically to deliver industry-leading performance in image understanding, video analysis, object detection, and agentic tool-use. Learn more about the Reka Edge in our [announcement blog post](https://reka.ai/news/reka-edge-frontier-level-edge-intelligence-for-physical-ai). [Demo](https://app.reka.ai/reka-edge) | [API Docs](https://docs.reka.ai/chat/overview) | [Discord](https://discord.com/invite/YqD7v2QQ5d) Key features - Faster and more token-efficient than similarly sized VLMs - Strong benchmark performance across VQA-v2, RefCOCO, MLVU, MMVU and Mobile Actions (see below) - Support for vLLM (see [plugin](https://github.com/reka-ai/vllm-reka)) - Open weights license: the model can be used commercially if you make less than $1 million USD of revenue a year Benchmarks and metrics |Benchmark|Reka Edge|Cosmos-Reason2 8B|Qwen 3.5 9B|Gemini 3 Pro| |:-|:-|:-|:-|:-|..."}],"related_signals":[{"id":"9c91fc91-54f8-4b01-ad2e-2447ae88b84f","url":"https://onlylabs.fyi/signals/9c91fc91-54f8-4b01-ad2e-2447ae88b84f","source_url":"https://huggingface.co/RekaAI/reka-flash-3.1","title":"RekaAI/reka-flash-3.1","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2025-05-28T16:16:20+00:00","first_seen_at":"2026-06-06T01:49:59.547811+00:00","date_source":"source"},{"id":"6461b1c3-285d-4954-af13-a8ef73341426","url":"https://onlylabs.fyi/signals/6461b1c3-285d-4954-af13-a8ef73341426","source_url":"https://huggingface.co/RekaAI/reka-flash-3","title":"RekaAI/reka-flash-3","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2025-03-11T01:03:00+00:00","first_seen_at":"2026-06-06T01:49:59.547811+00:00","date_source":"source"}]}