René's URL Explorer Experiment


Title: GitHub - Ramyyang/Reason-RFT: ⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning.

Open Graph Title: GitHub - Ramyyang/Reason-RFT: ⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning.

X Title: GitHub - Ramyyang/Reason-RFT: ⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning.

Description: ⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning. - Ramyyang/Reason-RFT

Open Graph Description: ⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning. - Ramyyang/Reason-RFT

X Description: ⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning. - Ramyyang/Reason-RFT

Opengraph URL: https://github.com/Ramyyang/Reason-RFT

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:e399ced0-c9a1-b54c-3666-711fc956bcb5
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE86C:43164:3BEFE57:51C1FE2:698C9DE2
html-safe-noncef9f8f96fd1e79220751bd88819668cb208ea8ec4fd779d860e9f1f73d536b75b
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFODZDOjQzMTY0OjNCRUZFNTc6NTFDMUZFMjo2OThDOURFMiIsInZpc2l0b3JfaWQiOiI2Njk1NjAyMDg5MzkwNjQ4MDIiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac54a024c1eb8cc48f5e3ea189aec250484b44e3b1280ce64306013c6afe39d36e
hovercard-subject-tagrepository:979404828
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/Ramyyang/Reason-RFT
twitter:imagehttps://opengraph.githubassets.com/b9ccc648dc7ec2f717a0581ec1636a9a65f8692184cdceb819bb5ea347116f4b/Ramyyang/Reason-RFT
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/b9ccc648dc7ec2f717a0581ec1636a9a65f8692184cdceb819bb5ea347116f4b/Ramyyang/Reason-RFT
og:image:alt⭐️ Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning. - Ramyyang/Reason-RFT
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/Ramyyang/Reason-RFT git https://github.com/Ramyyang/Reason-RFT.git
octolytics-dimension-user_id128699490
octolytics-dimension-user_loginRamyyang
octolytics-dimension-repository_id979404828
octolytics-dimension-repository_nwoRamyyang/Reason-RFT
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id955834088
octolytics-dimension-repository_parent_nwotanhuajie/Reason-RFT
octolytics-dimension-repository_network_root_id955834088
octolytics-dimension-repository_network_root_nwotanhuajie/Reason-RFT
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/Ramyyang/Reason-RFT#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FRamyyang%2FReason-RFT
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%2FRamyyang%2FReason-RFT
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=Ramyyang%2FReason-RFT
Reloadhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Reloadhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Reloadhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Ramyyang https://patch-diff.githubusercontent.com/Ramyyang
Reason-RFThttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
tanhuajie/Reason-RFThttps://patch-diff.githubusercontent.com/tanhuajie/Reason-RFT
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FRamyyang%2FReason-RFT
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FRamyyang%2FReason-RFT
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2FRamyyang%2FReason-RFT
tanhuajie.github.io/ReasonRFT/https://tanhuajie.github.io/ReasonRFT/
Apache-2.0 license https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/LICENSE
0 stars https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/stargazers
13 forks https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/forks
Branches https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/branches
Tags https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tags
Activity https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FRamyyang%2FReason-RFT
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FRamyyang%2FReason-RFT
Code https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Pull requests 0 https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/pulls
Actions https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/actions
Projects 0 https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/projects
Security 0 https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/security
Insights https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/pulse
Code https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Pull requests https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/pulls
Actions https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/actions
Projects https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/projects
Security https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/security
Insights https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/pulse
Brancheshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/branches
Tagshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tags
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/branches
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tags
30 Commitshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/commits/main/
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/commits/main/
assetshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/assets
evalhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/eval
evalhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/eval
scriptshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/scripts
scriptshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/scripts
trainhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/train
trainhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/train
utilshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/utils
utilshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/tree/main/utils
.gitignorehttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/README.md
requirements.txthttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Licensehttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/assets/logo.png
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#reason-rft
Projecthttps://tanhuajie.github.io/ReasonRFT/
Datasethttps://huggingface.co/datasets/tanhuajie2001/Reason-RFT-CoT-Dataset
Modelshttps://github.com/tanhuajie/Reason-RFT?tab=readme-ov-file#--model-zoo
ArXivhttps://arxiv.org/abs/2503.20752
WeChathttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/assets/wechat.png
RoboBrainhttps://github.com/FlagOpen/RoboBrain/
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#-overview
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/assets/overview.png
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#--roadmap
RoboBrainhttps://github.com/FlagOpen/RoboBrain/
Qwen2-VL serieshttps://github.com/QwenLM/Qwen2.5-VL/
Llava-VL serieshttps://github.com/LLaVA-VL/LLaVA-NeXT
RoboBrainhttps://github.com/FlagOpen/RoboBrain/
General Visual Reasoning Taskshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#Preparation
Visual Counting Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#GeneralVisualTasks
Struction Perception Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#GeneralVisualTasks
Spatial Transformation Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#GeneralVisualTasks
Embodied Visual Reasoning Taskshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#EmbodiedVisualReasoningTasks
Embodied Planning Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#EmbodiedVisualReasoningTasks
Embodied Affordance Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#EmbodiedVisualReasoningTasks
Embodied Trajectory Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#EmbodiedVisualReasoningTasks
Inference Sectionhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#Inference
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#️-news
model zoohttps://github.com/tanhuajie/Reason-RFT?tab=readme-ov-file#--model-zoo
datasetshttps://huggingface.co/datasets/tanhuajie2001/Reason-RFT-CoT-Dataset/
General Visual Reasoning Taskshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#GeneralVisualTasks
General Visual Reasoning Taskshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#GeneralVisualTasks
repositoryhttps://github.com/tanhuajie/Reason-RFT/
roadmaphttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#RoadMap
ArXiv paperhttps://arxiv.org/abs/2503.20752/
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#️-pipeline
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/assets/pipeline.png
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#--model-zoo
🤗VC-GRPO-Zero-2Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Zero-Visual-Counting-Qwen2-VL-2B
🤗VC-GRPO-Zero-7Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Zero-Visual-Counting-Qwen2-VL-7B
🤗VC-GRPO-2Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Visual-Counting-Qwen2-VL-2B
🤗VC-GRPO-7Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Visual-Counting-Qwen2-VL-7B
🤗SP-GRPO-Zero-2Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Zero-Structure-Perception-Qwen2-VL-2B
🤗SP-GRPO-Zero-7Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Zero-Structure-Perception-Qwen2-VL-7B
🤗SP-GRPO-2Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Structure-Perception-Qwen2-VL-2B
🤗SP-GRPO-7Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Structure-Perception-Qwen2-VL-7B
🤗ST-GRPO-Zero-2Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Zero-Spatial-Transformation-Qwen2-VL-2B
🤗ST-GRPO-Zero-7Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Zero-Spatial-Transformation-Qwen2-VL-7B
🤗ST-GRPO-2Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Spatial-Transformation-Qwen2-VL-2B
🤗ST-GRPO-7Bhttps://huggingface.co/tanhuajie2001/Reason-RFT-Spatial-Transformation-Qwen2-VL-7B
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#--general-visual-reasoning-tasks
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#️-setup
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#-️-dataset-preparation
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#step-1-download-dataset
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#step-2-construct-dataset-for-ans-sft-cot-sft-reason-rft-zero
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#step-3-change-path-to-your-own-constructed-datasets
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#--training
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#--evaluation
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#-️-results-in-our-paper
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/assets/res_task3.png
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/blob/main/assets/result.png
main paper and appendixhttps://arxiv.org/abs/2503.20752
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#--embodied-visual-reasoning-tasks
https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#-citation
tanhuajie.github.io/ReasonRFT/https://tanhuajie.github.io/ReasonRFT/
Readme https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT#Apache-2.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT
Activityhttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/activity
0 starshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/watchers
0 forkshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FRamyyang%2FReason-RFT&report=Ramyyang+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/Ramyyang/Reason-RFT/releases
Packages 0https://patch-diff.githubusercontent.com/users/Ramyyang/packages?repo_name=Reason-RFT
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.