{"schema_version":"onlylabs.public_signal.v1","title":"Qwen (Alibaba Cloud) Repo: QwenLM/ProcessBench","description":"Qwen (Alibaba Cloud) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb","json_url":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb/signal.json","generated_at":"2026-06-11T03:59:04.404306+00:00","org":{"slug":"qwen","name":"Qwen (Alibaba Cloud)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/qwen","dossier_json_url":"https://onlylabs.fyi/labs/qwen/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb","signal_json":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb/signal.json","source":"https://github.com/QwenLM/ProcessBench","lab_dossier":"https://onlylabs.fyi/labs/qwen","lab_dossier_json":"https://onlylabs.fyi/labs/qwen/dossier.json","analysis":"https://onlylabs.fyi/analysis/qwen","analysis_json":"https://onlylabs.fyi/analysis/qwen/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/qwen/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":"Qwen (Alibaba Cloud) published QwenLM/ProcessBench (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/ProcessBench · language Python · New benchmark repo from Qwen, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/QwenLM/ProcessBench","source_host":"github.com","occurred_at":"2024-12-09T06:21:41+00:00","first_seen_at":"2026-06-05T05:42:59.154483+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Qwen (Alibaba Cloud)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"QwenLM/ProcessBench","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"191","source":"traction"},{"label":"Notability","value":"New benchmark repo from Qwen, moderate traction.","source":"signal"},{"label":"Watch term","value":"Eval 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organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb/signal.json","required":true},{"label":"source","url":"https://github.com/QwenLM/ProcessBench","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/qwen/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/qwen/evidence.json","required":true},{"label":"topic_signals_json","url":null,"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 Qwen (Alibaba Cloud)'s repo signal \"QwenLM/ProcessBench\" for frontier lab strategy."},"semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/ProcessBench","text":"Qwen (Alibaba Cloud) published repo QwenLM/ProcessBench."},{"subject":"QwenLM/ProcessBench","predicate":"is classified as","object":"repo signal","text":"QwenLM/ProcessBench is classified as repo signal."},{"subject":"QwenLM/ProcessBench","predicate":"belongs to","object":"repos desk","text":"QwenLM/ProcessBench belongs to repos desk."},{"subject":"QwenLM/ProcessBench","predicate":"has context","object":"Python","text":"QwenLM/ProcessBench has context Python."},{"subject":"QwenLM/ProcessBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/ProcessBench has evidence coverage 1 captured evidence page."},{"subject":"QwenLM/ProcessBench","predicate":"has captured page count","object":"1","text":"QwenLM/ProcessBench has captured page count 1."},{"subject":"QwenLM/ProcessBench","predicate":"has readable page count","object":"1","text":"QwenLM/ProcessBench has readable page count 1."},{"subject":"QwenLM/ProcessBench","predicate":"has related signal count","object":"6","text":"QwenLM/ProcessBench has related signal count 6."},{"subject":"QwenLM/ProcessBench","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"QwenLM/ProcessBench has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"QwenLM/ProcessBench","predicate":"has source host","object":"github.com","text":"QwenLM/ProcessBench has source host github.com."},{"subject":"QwenLM/ProcessBench","predicate":"has lab","object":"Qwen (Alibaba Cloud)","text":"QwenLM/ProcessBench has lab Qwen (Alibaba Cloud)."},{"subject":"QwenLM/ProcessBench","predicate":"has signal desk","object":"repos","text":"QwenLM/ProcessBench has signal desk repos."},{"subject":"QwenLM/ProcessBench","predicate":"has source host","object":"github.com","text":"QwenLM/ProcessBench has source host github.com."},{"subject":"QwenLM/ProcessBench","predicate":"has repository","object":"QwenLM/ProcessBench","text":"QwenLM/ProcessBench has repository QwenLM/ProcessBench."},{"subject":"QwenLM/ProcessBench","predicate":"has language","object":"Python","text":"QwenLM/ProcessBench has language Python."},{"subject":"QwenLM/ProcessBench","predicate":"has stars","object":"191","text":"QwenLM/ProcessBench has stars 191."},{"subject":"QwenLM/ProcessBench","predicate":"has notability","object":"New benchmark repo from Qwen, moderate traction.","text":"QwenLM/ProcessBench has notability New benchmark repo from Qwen, moderate traction.."},{"subject":"QwenLM/ProcessBench","predicate":"has watch term","object":"Eval methodology","text":"QwenLM/ProcessBench has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Qwen (Alibaba Cloud) published QwenLM/ProcessBench (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo QwenLM/ProcessBench · language Python · New benchmark repo from Qwen, moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Qwen (Alibaba Cloud)","predicate":"published repo","object":"QwenLM/ProcessBench","text":"Qwen (Alibaba Cloud) published repo QwenLM/ProcessBench."},{"subject":"QwenLM/ProcessBench","predicate":"is classified as","object":"repo signal","text":"QwenLM/ProcessBench is classified as repo signal."},{"subject":"QwenLM/ProcessBench","predicate":"belongs to","object":"repos desk","text":"QwenLM/ProcessBench belongs to repos desk."},{"subject":"QwenLM/ProcessBench","predicate":"has context","object":"Python","text":"QwenLM/ProcessBench has context Python."},{"subject":"QwenLM/ProcessBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"QwenLM/ProcessBench has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e292e11f-d80b-49b2-b917-8c56095d23eb","url":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb","json_url":"https://onlylabs.fyi/signals/e292e11f-d80b-49b2-b917-8c56095d23eb/signal.json","source_url":"https://github.com/QwenLM/ProcessBench","title":"QwenLM/ProcessBench","summary":"Qwen (Alibaba Cloud) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba 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metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:04.404306+00:00","bytes":8796,"raw_path":"3e5550d8910d358f78c0901fb4ba207131d561c41e2cf1e3dae1032f2494bd7f.json","content_hash":"b585cf587f466a3575c8fd506742785950a8e282e11ac71f2589f10d9b692d47","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/ProcessBench Description: Official repository for ACL 2025 paper \"ProcessBench: Identifying Process Errors in Mathematical Reasoning\" Language: Python Stars: 191 Forks: 18 Open issues: 7 Created: 2024-12-09T06:21:41Z Pushed: 2025-05-20T06:43:45Z Default branch: main Fork: no Archived: no README: ProcessBench 📄 [**[paper]**](https://huggingface.co/papers/2412.06559) 🤗 [**[data]**](https://huggingface.co/datasets/Qwen/ProcessBench) This is the official repository for **ACL 2025** paper \"[ProcessBench: Identifying Process Errors in Mathematical Reasoning](https://huggingface.co/papers/2412.06559)\" If you find this work relevant or helpful to your work, please kindly cite us: ```latex @inproceedings{ processbench, title={ProcessBench: Identifying Process Errors in Mathematical Reasoning}, author={ Chujie Zheng and Zhenru Zhang and Beichen Zhang and Runji Lin and Keming Lu and Bowen Yu and Dayiheng Liu and Jingren Zhou and Junyang Lin }, booktitle={The 63rd Annual Meeting of the Association for Computational Linguistics }, year={2025} } ``` Data Usage You can use the following code to preview the ProcessBench data: ```python import json from datasets import load_dataset..."},"evidence_pages":[{"url":"https://github.com/QwenLM/ProcessBench","final_url":"https://github.com/QwenLM/ProcessBench","title":"QwenLM/ProcessBench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:59:04.404306+00:00","bytes":8796,"raw_path":"3e5550d8910d358f78c0901fb4ba207131d561c41e2cf1e3dae1032f2494bd7f.json","content_hash":"b585cf587f466a3575c8fd506742785950a8e282e11ac71f2589f10d9b692d47","excerpt_chars":1200,"truncated":true,"excerpt":"QwenLM/ProcessBench Description: Official repository for ACL 2025 paper \"ProcessBench: Identifying Process Errors in Mathematical Reasoning\" Language: Python Stars: 191 Forks: 18 Open issues: 7 Created: 2024-12-09T06:21:41Z Pushed: 2025-05-20T06:43:45Z Default branch: main Fork: no Archived: no README: ProcessBench 📄 [**[paper]**](https://huggingface.co/papers/2412.06559) 🤗 [**[data]**](https://huggingface.co/datasets/Qwen/ProcessBench) This is the official repository for **ACL 2025** paper \"[ProcessBench: Identifying Process Errors in Mathematical Reasoning](https://huggingface.co/papers/2412.06559)\" If you find this work relevant or helpful to your work, please kindly cite us: ```latex @inproceedings{ processbench, title={ProcessBench: Identifying Process Errors in Mathematical Reasoning}, author={ Chujie Zheng and Zhenru Zhang and Beichen Zhang and Runji Lin and Keming Lu and Bowen Yu and Dayiheng Liu and Jingren Zhou and Junyang Lin }, booktitle={The 63rd Annual Meeting of the Association for Computational Linguistics }, year={2025} } ``` Data Usage You can use the following code to preview the ProcessBench data: ```python import json from datasets import load_dataset..."}],"related_signals":[{"id":"cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","url":"https://onlylabs.fyi/signals/cf5152e4-92e2-4b30-8b9c-39fcaa9decd0","source_url":"https://github.com/QwenLM/open-computer-use","title":"QwenLM/open-computer-use","context":"Swift","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"qwen","name":"Qwen (Alibaba 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