René's URL Explorer Experiment


Title: GitHub - inclusionAI/PromptCoT: A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures

Open Graph Title: GitHub - inclusionAI/PromptCoT: A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures

X Title: GitHub - inclusionAI/PromptCoT: A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures

Description: A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures - inclusionAI/PromptCoT

Open Graph Description: A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures - inclusionAI/PromptCoT

X Description: A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures - inclusionAI/PromptCoT

Opengraph URL: https://github.com/inclusionAI/PromptCoT

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:7a8a5b56-65fa-2ca6-b17e-6817c1a3bcd9
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA728:1111EA:22D0476:2F3BBCA:698C6514
html-safe-nonce4a0b1f9588018a310024b9e69f241a64b0463f75a3ae0191e8a31965c40b5dc7
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNzI4OjExMTFFQToyMkQwNDc2OjJGM0JCQ0E6Njk4QzY1MTQiLCJ2aXNpdG9yX2lkIjoiODAzNjkwNTIyMDIzNDMwNjgzNiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacc01e73cfe4c171925511b3ae7ba1fb367c61718286108cbf31d9e4e8df3de6c2
hovercard-subject-tagrepository:942479140
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/inclusionAI/PromptCoT
twitter:imagehttps://opengraph.githubassets.com/c1007fef3915d2eec5ef7664c42bbe62801ba5f668ad98b77fef833d0b1d2799/inclusionAI/PromptCoT
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/c1007fef3915d2eec5ef7664c42bbe62801ba5f668ad98b77fef833d0b1d2799/inclusionAI/PromptCoT
og:image:altA unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architectures - inclusionAI/PromptCoT
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/inclusionAI/PromptCoT git https://github.com/inclusionAI/PromptCoT.git
octolytics-dimension-user_id199075982
octolytics-dimension-user_logininclusionAI
octolytics-dimension-repository_id942479140
octolytics-dimension-repository_nwoinclusionAI/PromptCoT
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id942479140
octolytics-dimension-repository_network_root_nwoinclusionAI/PromptCoT
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FinclusionAI%2FPromptCoT
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FinclusionAI%2FPromptCoT
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=inclusionAI%2FPromptCoT
Reloadhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Reloadhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Reloadhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
inclusionAI https://patch-diff.githubusercontent.com/inclusionAI
PromptCoThttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FinclusionAI%2FPromptCoT
Fork 14 https://patch-diff.githubusercontent.com/login?return_to=%2FinclusionAI%2FPromptCoT
Star 134 https://patch-diff.githubusercontent.com/login?return_to=%2FinclusionAI%2FPromptCoT
MIT license https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/LICENSE
134 stars https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/stargazers
14 forks https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/forks
Branches https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/branches
Tags https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tags
Activity https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FinclusionAI%2FPromptCoT
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FinclusionAI%2FPromptCoT
Code https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Issues 4 https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/issues
Pull requests 0 https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/pulls
Actions https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/actions
Projects 0 https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/projects
Security 0 https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/security
Insights https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/pulse
Code https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Issues https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/issues
Pull requests https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/pulls
Actions https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/actions
Projects https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/projects
Security https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/security
Insights https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/pulse
Brancheshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/branches
Tagshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tags
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/branches
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tags
49 Commitshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/commits/main/
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/commits/main/
PromptCoT_1.0https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/PromptCoT_1.0
PromptCoT_1.0https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/PromptCoT_1.0
PromptCoT_Mambahttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/PromptCoT_Mamba
PromptCoT_Mambahttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/PromptCoT_Mamba
assetshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/assets
datahttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/data
datahttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/data
evalhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/eval
evalhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/eval
livecodebench_v5_utilshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/livecodebench_v5_utils
livecodebench_v5_utilshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/livecodebench_v5_utils
testshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/tests
testshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/tree/main/tests
.env.examplehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/.env.example
.env.examplehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/.env.example
.gitignorehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/README.md
deduplicate_problems.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/deduplicate_problems.py
deduplicate_problems.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/deduplicate_problems.py
env_config.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/env_config.py
env_config.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/env_config.py
infer_self_play.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/infer_self_play.py
infer_self_play.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/infer_self_play.py
infer_split_merge.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/infer_split_merge.py
infer_split_merge.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/infer_split_merge.py
prepare_self_play_data.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/prepare_self_play_data.py
prepare_self_play_data.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/prepare_self_play_data.py
prepare_sft_data_code.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/prepare_sft_data_code.py
prepare_sft_data_code.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/prepare_sft_data_code.py
problem_generation.shhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/problem_generation.sh
problem_generation.shhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/problem_generation.sh
requirements.txthttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/requirements.txt
self_play_eval.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/self_play_eval.py
self_play_eval.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/self_play_eval.py
test_cases_generation.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/test_cases_generation.py
test_cases_generation.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/test_cases_generation.py
test_cases_postprocess.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/test_cases_postprocess.py
test_cases_postprocess.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/test_cases_postprocess.py
utils.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/utils.py
utils.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/utils.py
validate_config.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/validate_config.py
validate_config.pyhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/validate_config.py
READMEhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
MIT licensehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#promptcot-20
📄 Paperhttps://arxiv.org/abs/2509.19894
🤗 Hugging Facehttps://huggingface.co/collections/xl-zhao/promptcot-20-68d27cd73f2faef5a12f777d
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/assets/d54677c190135988a485751bb8ebb268.png
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#-overview
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#-main-results
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/assets/87abc8046464863cfd1149fc94e47747.png
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/blob/main/assets/2ec3a1b84d730fa20c30e9f8079860a3.png
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#-releases
PromptCoT 2.0https://arxiv.org/abs/2509.19894
PromptCoT-2.0-SFT-4.8Mhttps://huggingface.co/datasets/xl-zhao/PromptCoT-2.0-SFT-4.8M
PromptCoT-2.0-SFT-7Bhttps://huggingface.co/xl-zhao/PromptCoT-2.0-SFT-7B
PromptCoT-2.0-SelfPlay-30B-11Khttps://huggingface.co/datasets/xl-zhao/PromptCoT-2.0-SelfPlay-30B-11K
PromptCoT-2.0-SelfPlay-4B-48Khttps://huggingface.co/datasets/xl-zhao/PromptCoT-2.0-SelfPlay-4B-48K
PromptCoT-2.0-SelfPlay-30B-A3Bhttps://huggingface.co/xl-zhao/PromptCoT-2.0-SelfPlay-30B-A3B
PromptCoT-2.0-SelfPlay-4Bhttps://huggingface.co/xl-zhao/PromptCoT-2.0-SelfPlay-4B
PromptCoT-2.0-Prompt-Generation-Modelhttps://huggingface.co/xl-zhao/PromptCoT-2.0-Prompt-Generation-Model
PromptCoT-Mambahttps://arxiv.org/abs/2505.22425
🤗 PromptCoT-Mamba-7Bhttps://huggingface.co/xl-zhao/PromptCoT-Mamba-7B
PromptCoT-QwQ-32Bhttps://huggingface.co/xl-zhao/PromptCoT-QwQ-32B
PromptCoT-QwQ-Datasethttps://huggingface.co/datasets/xl-zhao/PromptCoT-QwQ-Dataset
PromptCoT 1.0http://arxiv.org/abs/2503.02324
HF Collectionhttps://huggingface.co/collections/xl-zhao/promptcot-10-68d27ce16efc9cbad4b5c878
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#quick-start
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#configuration
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#-problem-generation-concept--rationale--problem
xl-zhao/PromptCoT-2.0-Conceptshttps://huggingface.co/datasets/xl-zhao/PromptCoT-2.0-Concepts
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#self-play-pipeline-code-example
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#sft-pipeline-code-example
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#benchmark-results-reproduction
https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#-citation
Readme https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Activityhttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/activity
Custom propertieshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/custom-properties
134 starshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/stargazers
2 watchinghttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/watchers
14 forkshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FinclusionAI%2FPromptCoT&report=inclusionAI+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/inclusionAI/packages?repo_name=PromptCoT
Please reload this pagehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Contributors 3https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/inclusionAI/PromptCoT
Python 99.7% https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/search?l=python
Shell 0.3% https://patch-diff.githubusercontent.com/inclusionAI/PromptCoT/search?l=shell
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.