René's URL Explorer Experiment


Title: GitHub - Gen-Verse/ScoreFlow: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization

Open Graph Title: GitHub - Gen-Verse/ScoreFlow: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization

X Title: GitHub - Gen-Verse/ScoreFlow: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization

Description: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization - Gen-Verse/ScoreFlow

Open Graph Description: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization - Gen-Verse/ScoreFlow

X Description: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization - Gen-Verse/ScoreFlow

Opengraph URL: https://github.com/Gen-Verse/ScoreFlow

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a54359c4-fa14-3acc-0b23-c810e647823d
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB198:CE91C:28E05C:35A084:698D07BA
html-safe-nonced4fa605d29f9362de208f512c33e08cdbf663af5d344f373c88434fb420c26f7
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMTk4OkNFOTFDOjI4RTA1QzozNUEwODQ6Njk4RDA3QkEiLCJ2aXNpdG9yX2lkIjoiMTMwMzk1MDY0MjYxMjM0MDY2NiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmaca2488f52af3868cc0879fd0766c62c942215adfd9ce970c3b8969ead1ca844a1
hovercard-subject-tagrepository:926371429
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/Gen-Verse/ScoreFlow
twitter:imagehttps://opengraph.githubassets.com/bbb5472eb4abe5c28ae4a07c81842becc9cebbf50ab7f5e1509ffa06a280f64d/Gen-Verse/ScoreFlow
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/bbb5472eb4abe5c28ae4a07c81842becc9cebbf50ab7f5e1509ffa06a280f64d/Gen-Verse/ScoreFlow
og:image:altScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization - Gen-Verse/ScoreFlow
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonef2da95634bce8a94cfa4123788169bfabdf845fd1d790fbaaaaab09dcfebdf28
turbo-cache-controlno-preview
go-importgithub.com/Gen-Verse/ScoreFlow git https://github.com/Gen-Verse/ScoreFlow.git
octolytics-dimension-user_id197493814
octolytics-dimension-user_loginGen-Verse
octolytics-dimension-repository_id926371429
octolytics-dimension-repository_nwoGen-Verse/ScoreFlow
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id926371429
octolytics-dimension-repository_network_root_nwoGen-Verse/ScoreFlow
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
releasec21843b18feba17d11efb1895a7db61e8672f2cf
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FGen-Verse%2FScoreFlow
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%2FGen-Verse%2FScoreFlow
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=Gen-Verse%2FScoreFlow
Reloadhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Reloadhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Reloadhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Gen-Verse https://patch-diff.githubusercontent.com/Gen-Verse
ScoreFlowhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FGen-Verse%2FScoreFlow
Fork 10 https://patch-diff.githubusercontent.com/login?return_to=%2FGen-Verse%2FScoreFlow
Star 95 https://patch-diff.githubusercontent.com/login?return_to=%2FGen-Verse%2FScoreFlow
arxiv.org/abs/2502.04306https://arxiv.org/abs/2502.04306
95 stars https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/stargazers
10 forks https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/forks
Branches https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/branches
Tags https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tags
Activity https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FGen-Verse%2FScoreFlow
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FGen-Verse%2FScoreFlow
Code https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Issues 2 https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/issues
Pull requests 0 https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/pulls
Actions https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/actions
Projects 0 https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/projects
Security 0 https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/security
Insights https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/pulse
Code https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Issues https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/issues
Pull requests https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/pulls
Actions https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/actions
Projects https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/projects
Security https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/security
Insights https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/pulse
Brancheshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/branches
Tagshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tags
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/branches
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tags
35 Commitshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/commits/main/
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/commits/main/
ScoreFlowhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tree/main/ScoreFlow
ScoreFlowhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tree/main/ScoreFlow
confighttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tree/main/config
confighttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tree/main/config
figureshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tree/main/figures
figureshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/tree/main/figures
README.mdhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/README.md
evaluate.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/evaluate.py
evaluate.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/evaluate.py
generate.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/generate.py
generate.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/generate.py
get_scores.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/get_scores.py
get_scores.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/get_scores.py
metagpt_local.ziphttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/metagpt_local.zip
metagpt_local.ziphttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/metagpt_local.zip
optimize.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/optimize.py
optimize.pyhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/optimize.py
requirements.txthttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#scoreflow-mastering-llm-agent-workflows-via-score-based-preference-optimization
https://arxiv.org/abs/2502.04306
ScoreFlowhttps://arxiv.org/abs/2502.04306
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#introduction
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/figures/pipeline.png
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/blob/main/figures/table.png
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#setup
datasethttps://github.com/yinjjiew/Data/raw/main/scoreflow_data/data.zip
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#optimization-process
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#inference
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#notes
exampleshttps://github.com/yinjjiew/Data/raw/main/scoreflow_data/examples.zip
https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#citation
arxiv.org/abs/2502.04306https://arxiv.org/abs/2502.04306
Readme https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Activityhttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/activity
Custom propertieshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/custom-properties
95 starshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/watchers
10 forkshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FGen-Verse%2FScoreFlow&report=Gen-Verse+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/Gen-Verse/packages?repo_name=ScoreFlow
Please reload this pagehttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Contributors 2https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow
Python 100.0% https://patch-diff.githubusercontent.com/Gen-Verse/ScoreFlow/search?l=python
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.