René's URL Explorer Experiment

Title: GitHub - MaxMax2016/Transformers-Tutorials: This repository contains demos I made with the Transformers library by HuggingFace. · GitHub

Open Graph Title: GitHub - MaxMax2016/Transformers-Tutorials: This repository contains demos I made with the Transformers library by HuggingFace.

X Title: GitHub - MaxMax2016/Transformers-Tutorials: This repository contains demos I made with the Transformers library by HuggingFace.

Description: This repository contains demos I made with the Transformers library by HuggingFace. - MaxMax2016/Transformers-Tutorials

Open Graph Description: This repository contains demos I made with the Transformers library by HuggingFace. - MaxMax2016/Transformers-Tutorials

X Description: This repository contains demos I made with the Transformers library by HuggingFace. - MaxMax2016/Transformers-Tutorials

Opengraph URL: https://github.com/MaxMax2016/Transformers-Tutorials

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:258e5105-c53e-7777-8c02-26cd55266d5c
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	96C0:1DD869:AE6D4BE:B1C5C51:6A50B6FF
html-safe-nonce	f2447bfffd826d5522c3dbdbecfe84a02e3d6d6e44b666ce0ca207a4252f6abd
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NkMwOjFERDg2OTpBRTZENEJFOkIxQzVDNTE6NkE1MEI2RkYiLCJ2aXNpdG9yX2lkIjoiNDQ1Njc2OTc2MjQ3OTg3OTkzNSIsInJlZ2lvbl9lZGdlIjoic2VhIiwicmVnaW9uX3JlbmRlciI6InNlYSJ9
visitor-hmac	d8490b86e4cf9da99afa9d7eeac98c88c1430a8008af1feea015b57b6e6d63d5
hovercard-subject-tag	repository:902651493
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/MaxMax2016/Transformers-Tutorials
twitter:image	https://opengraph.githubassets.com/cf127c1382710967d4cf1e9e553bc3397aa778431688ddd680b64faf86aaa9d2/MaxMax2016/Transformers-Tutorials
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/cf127c1382710967d4cf1e9e553bc3397aa778431688ddd680b64faf86aaa9d2/MaxMax2016/Transformers-Tutorials
og:image:alt	This repository contains demos I made with the Transformers library by HuggingFace. - MaxMax2016/Transformers-Tutorials
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	63772747707af4093f0d5fc7aa1bb3bb55f412a9865207c4f421aa34c64cc404
turbo-cache-control	no-cache
go-import	github.com/MaxMax2016/Transformers-Tutorials git https://github.com/MaxMax2016/Transformers-Tutorials.git
octolytics-dimension-user_id	16432329
octolytics-dimension-user_login	MaxMax2016
octolytics-dimension-repository_id	902651493
octolytics-dimension-repository_nwo	MaxMax2016/Transformers-Tutorials
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	291787503
octolytics-dimension-repository_parent_nwo	NielsRogge/Transformers-Tutorials
octolytics-dimension-repository_network_root_id	291787503
octolytics-dimension-repository_network_root_nwo	NielsRogge/Transformers-Tutorials
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	ded53fe94e3ff1bb4dbf8cc77e285396c92580fb
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/MaxMax2016/Transformers-Tutorials#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMaxMax2016%2FTransformers-Tutorials
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMaxMax2016%2FTransformers-Tutorials
Sign up	https://github.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=MaxMax2016%2FTransformers-Tutorials
Reload	https://github.com/MaxMax2016/Transformers-Tutorials
Reload	https://github.com/MaxMax2016/Transformers-Tutorials
Reload	https://github.com/MaxMax2016/Transformers-Tutorials
MaxMax2016	https://github.com/MaxMax2016
Transformers-Tutorials	https://github.com/MaxMax2016/Transformers-Tutorials
NielsRogge/Transformers-Tutorials	https://github.com/NielsRogge/Transformers-Tutorials
Notifications	https://github.com/login?return_to=%2FMaxMax2016%2FTransformers-Tutorials
Fork 0	https://github.com/login?return_to=%2FMaxMax2016%2FTransformers-Tutorials
Star 0	https://github.com/login?return_to=%2FMaxMax2016%2FTransformers-Tutorials
Code	https://github.com/MaxMax2016/Transformers-Tutorials
Pull requests 0	https://github.com/MaxMax2016/Transformers-Tutorials/pulls
Actions	https://github.com/MaxMax2016/Transformers-Tutorials/actions
Projects	https://github.com/MaxMax2016/Transformers-Tutorials/projects
Security and quality 0	https://github.com/MaxMax2016/Transformers-Tutorials/security
Insights	https://github.com/MaxMax2016/Transformers-Tutorials/pulse
Code	https://github.com/MaxMax2016/Transformers-Tutorials
Pull requests	https://github.com/MaxMax2016/Transformers-Tutorials/pulls
Actions	https://github.com/MaxMax2016/Transformers-Tutorials/actions
Projects	https://github.com/MaxMax2016/Transformers-Tutorials/projects
Security and quality	https://github.com/MaxMax2016/Transformers-Tutorials/security
Insights	https://github.com/MaxMax2016/Transformers-Tutorials/pulse
	https://github.com/MaxMax2016/Transformers-Tutorials
Branches	https://github.com/MaxMax2016/Transformers-Tutorials/branches
Tags	https://github.com/MaxMax2016/Transformers-Tutorials/tags
	https://github.com/MaxMax2016/Transformers-Tutorials/branches
	https://github.com/MaxMax2016/Transformers-Tutorials/tags
431 Commits	https://github.com/MaxMax2016/Transformers-Tutorials/commits/master/
	https://github.com/MaxMax2016/Transformers-Tutorials/commits/master/
.ipynb_checkpoints	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/.ipynb_checkpoints
.ipynb_checkpoints	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/.ipynb_checkpoints
AST	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/AST
AST	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/AST
BERT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/BERT
BERT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/BERT
BEiT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/BEiT
BEiT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/BEiT
BLIP-2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/BLIP-2
BLIP-2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/BLIP-2
CANINE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/CANINE
CANINE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/CANINE
CLIPSeg	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/CLIPSeg
CLIPSeg	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/CLIPSeg
Conditional DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Conditional%20DETR
Conditional DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Conditional%20DETR
ConvNeXT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ConvNeXT
ConvNeXT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ConvNeXT
DETA	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DETA
DETA	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DETA
DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DETR
DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DETR
DINO	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DINO
DINO	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DINO
DINOv2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DINOv2
DINOv2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DINOv2
DPT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DPT
DPT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DPT
Deformable-DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Deformable-DETR
Deformable-DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Deformable-DETR
Depth Anything	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Depth%20Anything
Depth Anything	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Depth%20Anything
DiT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DiT
DiT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/DiT
Donut	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Donut
Donut	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Donut
Flux	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Flux
Flux	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Flux
GIT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GIT
GIT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GIT
GLPN	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GLPN
GLPN	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GLPN
GPT-J-6B	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GPT-J-6B
GPT-J-6B	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GPT-J-6B
Grounding DINO	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Grounding%20DINO
Grounding DINO	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Grounding%20DINO
GroupViT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GroupViT
GroupViT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/GroupViT
Idefics2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Idefics2
Idefics2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Idefics2
ImageGPT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ImageGPT
ImageGPT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ImageGPT
InstructBLIP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/InstructBLIP
InstructBLIP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/InstructBLIP
KOSMOS-2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/KOSMOS-2
KOSMOS-2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/KOSMOS-2
LLaVA-NeXT-Video	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LLaVA-NeXT-Video
LLaVA-NeXT-Video	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LLaVA-NeXT-Video
LLaVa-NeXT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LLaVa-NeXT
LLaVa-NeXT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LLaVa-NeXT
LLaVa	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LLaVa
LLaVa	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LLaVa
LUKE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LUKE
LUKE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LUKE
LayoutLM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutLM
LayoutLM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutLM
LayoutLMv2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutLMv2
LayoutLMv2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutLMv2
LayoutLMv3	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutLMv3
LayoutLMv3	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutLMv3
LayoutXLM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutXLM
LayoutXLM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LayoutXLM
LiLT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LiLT
LiLT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/LiLT
MarkupLM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/MarkupLM
MarkupLM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/MarkupLM
Mask2Former	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Mask2Former
Mask2Former	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Mask2Former
MaskFormer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/MaskFormer
MaskFormer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/MaskFormer
Mistral	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Mistral
Mistral	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Mistral
Nougat	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Nougat
Nougat	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Nougat
OWLv2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/OWLv2
OWLv2	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/OWLv2
OneFormer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/OneFormer
OneFormer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/OneFormer
PaliGemma	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/PaliGemma
PaliGemma	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/PaliGemma
PerSAM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/PerSAM
PerSAM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/PerSAM
Perceiver	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Perceiver
Perceiver	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Perceiver
Pix2Struct	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Pix2Struct
Pix2Struct	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Pix2Struct
RT-DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/RT-DETR
RT-DETR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/RT-DETR
SAM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SAM
SAM	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SAM
SegFormer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SegFormer
SegFormer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SegFormer
SegGPT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SegGPT
SegGPT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SegGPT
SigLIP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SigLIP
SigLIP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SigLIP
SuperPoint	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SuperPoint
SuperPoint	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/SuperPoint
Swin2SR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Swin2SR
Swin2SR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Swin2SR
T5	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/T5
T5	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/T5
TAPAS	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/TAPAS
TAPAS	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/TAPAS
Table Transformer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Table%20Transformer
Table Transformer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/Table%20Transformer
TrOCR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/TrOCR
TrOCR	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/TrOCR
UDOP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/UDOP
UDOP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/UDOP
UPerNet	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/UPerNet
UPerNet	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/UPerNet
ViLT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViLT
ViLT	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViLT
ViP-LLaVa	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViP-LLaVa
ViP-LLaVa	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViP-LLaVa
ViTMAE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViTMAE
ViTMAE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViTMAE
ViTMatte	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViTMatte
ViTMatte	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ViTMatte
VideoLLaVa	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/VideoLLaVa
VideoLLaVa	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/VideoLLaVa
VideoMAE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/VideoMAE
VideoMAE	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/VideoMAE
VisionTransformer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/VisionTransformer
VisionTransformer	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/VisionTransformer
X-CLIP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/X-CLIP
X-CLIP	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/X-CLIP
YOLOS	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/YOLOS
YOLOS	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/YOLOS
ZoeDepth	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ZoeDepth
ZoeDepth	https://github.com/MaxMax2016/Transformers-Tutorials/tree/master/ZoeDepth
.DS_Store	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/.DS_Store
.DS_Store	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/.DS_Store
.gitignore	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/.gitignore
.gitignore	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/.gitignore
CITATION.cff	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/CITATION.cff
CITATION.cff	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/CITATION.cff
HuggingFace_vision_ecosystem_overview_(June_2022).ipynb	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/HuggingFace_vision_ecosystem_overview_(June_2022).ipynb
HuggingFace_vision_ecosystem_overview_(June_2022).ipynb	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/HuggingFace_vision_ecosystem_overview_(June_2022).ipynb
LICENSE	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/LICENSE
LICENSE	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/LICENSE
README.md	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/README.md
README.md	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master/README.md
README	https://github.com/MaxMax2016/Transformers-Tutorials
License	https://github.com/MaxMax2016/Transformers-Tutorials
	https://github.com/MaxMax2016/Transformers-Tutorials#transformers-tutorials
Transformers library	https://github.com/huggingface/transformers
free course	https://huggingface.co/course/chapter1
Transformers	https://github.com/huggingface/transformers
Tokenizers	https://github.com/huggingface/tokenizers
Datasets	https://github.com/huggingface/datasets
Accelerate	https://github.com/huggingface/accelerate
hub	https://huggingface.co/
this notebook	https://github.com/NielsRogge/Transformers-Tutorials/blob/master/HuggingFace_vision_ecosystem_overview_(June_2022).ipynb
video	https://www.youtube.com/watch?v=oL-xmufhZM8&t=2884s
paper	https://arxiv.org/abs/2104.01778
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/AST/Inference_with_the_Audio_Spectogram_Transformer_to_classify_audio.ipynb
paper	https://arxiv.org/abs/1810.04805
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BERT/Custom_Named_Entity_Recognition_with_BERT_only_first_wordpiece.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BERT/Fine_tuning_BERT_(and_friends)_for_multi_label_text_classification.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BEiT/Understanding_BeitForMaskedImageModeling.ipynb
paper	https://arxiv.org/abs/2103.06874
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/CANINE/Fine_tune_CANINE_on_IMDb_(movie_review_binary_classification).ipynb
paper	https://arxiv.org/abs/2112.10003
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/CLIPSeg/Zero_shot_image_segmentation_with_CLIPSeg.ipynb
paper	https://arxiv.org/abs/2108.06152
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Conditional%20DETR/Run_inference_with_Conditional_DETR.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Conditional%20DETR/Fine_tuning_Conditional_DETR_on_custom_dataset_(balloon).ipynb
paper	https://arxiv.org/abs/2201.03545
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ConvNeXT/Fine_tune_ConvNeXT_for_image_classification.ipynb
paper	https://arxiv.org/abs/2104.14294
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DINO/Visualize_self_attention_of_DINO.ipynb
paper	https://arxiv.org/abs/2005.12872
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DETR/DETR_minimal_example_(with_DetrFeatureExtractor).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DETR/Fine_tuning_DetrForObjectDetection_on_custom_dataset_(balloon).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DETR/Evaluating_DETR_on_COCO_validation_2017.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DETR/DETR_panoptic_segmentation_minimal_example_(with_DetrFeatureExtractor).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DETR/Fine_tuning_DetrForSegmentation_on_custom_dataset_end_to_end_approach.ipynb
paper	https://arxiv.org/abs/2103.13413
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DPT/DPT_inference_notebook_(depth_estimation).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DPT/DPT_inference_notebook_(semantic_segmentation).ipynb
paper	https://arxiv.org/abs/2010.04159
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Deformable-DETR/Inference_with_Deformable_DETR_(CPU).ipynb
paper	https://arxiv.org/abs/2203.02378
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/DiT/Inference_with_DiT_(Document_Image_Transformer)_for_document_image_classification.ipynb
paper	https://arxiv.org/abs/2111.15664
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Donut/RVL-CDIP/Quick_inference_with_DONUT_for_Document_Image_Classification.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Donut/RVL-CDIP/Fine_tune_Donut_on_toy_RVL_CDIP_(document_image_classification).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Donut/DocVQA/Quick_inference_with_DONUT_for_DocVQA.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Donut/CORD/Quick_inference_with_DONUT_for_Document_Parsing.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Donut/CORD/Fine_tune_Donut_on_a_custom_dataset_(CORD)_with_PyTorch_Lightning.ipynb
paper	https://arxiv.org/abs/2205.14100
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/GIT/Inference_with_GIT_for_image_video_captioning_and_image_video_QA.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/GIT/Fine_tune_GIT_on_an_image_captioning_dataset.ipynb
paper	https://arxiv.org/abs/2201.07436
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/GLPN/GLPN_inference_(depth_estimation).ipynb
repository	https://github.com/kingoflolz/mesh-transformer-jax
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/GPT-J-6B/Inference_with_GPT_J_6B.ipynb
repository	https://github.com/NVlabs/GroupViT
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/GroupViT/Inference_with_GroupViT_for_zero_shot_semantic_segmentation.ipynb
blog post	https://openai.com/blog/image-gpt/
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ImageGPT/(Un)conditional_image_generation_with_ImageGPT.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ImageGPT/Linear_probing_with_ImageGPT.ipynb
paper	https://arxiv.org/abs/2010.01057
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LUKE/Supervised_relation_extraction_with_LukeForEntityPairClassification.ipynb
paper	https://arxiv.org/abs/1912.13318
FUNSD	https://guillaumejaume.github.io/FUNSD/
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLM/Fine_tuning_LayoutLMForTokenClassification_on_FUNSD.ipynb
RVL-CDIP	https://www.cs.cmu.edu/~aharley/rvl-cdip/
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLM/Fine_tuning_LayoutLMForSequenceClassification_on_RVL_CDIP.ipynb
FUNSD	https://guillaumejaume.github.io/FUNSD/
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLM/Add_image_embeddings_to_LayoutLM.ipynb
paper	https://arxiv.org/abs/2012.14740
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/RVL-CDIP/Fine_tuning_LayoutLMv2ForSequenceClassification_on_RVL_CDIP.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/FUNSD/Fine_tuning_LayoutLMv2ForTokenClassification_on_FUNSD.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/FUNSD/Fine_tuning_LayoutLMv2ForTokenClassification_on_FUNSD_using_HuggingFace_Trainer.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/FUNSD/Inference_with_LayoutLMv2ForTokenClassification.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/FUNSD/True_inference_with_LayoutLMv2ForTokenClassification_%2B_Gradio_demo.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/CORD/Fine_tuning_LayoutLMv2ForTokenClassification_on_CORD.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv2/DocVQA/Fine_tuning_LayoutLMv2ForQuestionAnswering_on_DocVQA.ipynb
paper	https://arxiv.org/abs/2204.08387
FUNSD	https://guillaumejaume.github.io/FUNSD/
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv3/Fine_tune_LayoutLMv3_on_FUNSD_(HuggingFace_Trainer).ipynb
paper	https://arxiv.org/abs/2104.08836
XFUND	https://github.com/doc-analysis/XFUND
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutXLM/Fine_tuning_LayoutXLM_on_XFUND_for_token_classification_using_HuggingFace_Trainer.ipynb
XFUND	https://github.com/doc-analysis/XFUND
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/LayoutXLM/Fine_tune_LayoutXLM_on_XFUND_(relation_extraction).ipynb
paper	https://arxiv.org/abs/2110.08518
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/MarkupLM/Inference_with_MarkupLM_for_question_answering_on_web_pages.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/MarkupLM/Fine_tune_MarkupLMForTokenClassification_on_a_custom_dataset.ipynb
paper	https://arxiv.org/abs/2112.01527
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Mask2Former/Inference_with_Mask2Former.ipynb
paper	https://arxiv.org/abs/2107.06278
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/MaskFormer/maskformer_minimal_example(with_MaskFormerFeatureExtractor).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/MaskFormer/Fine_tune_MaskFormer_on_custom_dataset.ipynb
paper	https://arxiv.org/abs/2211.06220
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/OneFormer/Inference_with_OneFormer.ipynb
paper	https://arxiv.org/abs/2107.14795
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Perceiver/Perceiver_for_masked_language_modeling_and_image_classification.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Perceiver/Fine_tune_the_Perceiver_for_image_classification.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Perceiver/Fine_tune_Perceiver_for_text_classification.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Perceiver/Perceiver_for_Optical_Flow.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Perceiver/Perceiver_for_Multimodal_Autoencoding.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/SAM/Run_inference_with_MedSAM_using_HuggingFace_Transformers.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/SAM/Fine_tune_SAM_(segment_anything)_on_a_custom_dataset.ipynb
paper	https://arxiv.org/abs/2105.15203
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/SegFormer/Segformer_inference_notebook.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/SegFormer/Fine_tune_SegFormer_on_custom_dataset.ipynb
paper	https://arxiv.org/abs/1910.10683
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/tree/master/T5
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/T5/Fine_tune_CodeT5_for_generating_docstrings_from_Ruby_code.ipynb
paper	https://arxiv.org/abs/2004.02349
Sequential Question Answering (SQA)	https://www.microsoft.com/en-us/download/details.aspx?id=54253
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/TAPAS/Fine_tuning_TapasForQuestionAnswering_on_SQA.ipynb
Table Fact Checking (TabFact)	https://tabfact.github.io/
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/TAPAS/Evaluating_TAPAS_on_the_Tabfact_test_set.ipynb
paper	https://arxiv.org/abs/2110.00061
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/Table%20Transformer/Using_Table_Transformer_for_table_detection_and_table_structure_recognition.ipynb
paper	https://arxiv.org/abs/2109.10282
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/TrOCR/Inference_with_TrOCR_%2B_Gradio_demo.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/TrOCR/Fine_tune_TrOCR_on_IAM_Handwriting_Database_using_Seq2SeqTrainer.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/TrOCR/Fine_tune_TrOCR_on_IAM_Handwriting_Database_using_native_PyTorch.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/TrOCR/Evaluating_TrOCR_base_handwritten_on_the_IAM_test_set.ipynb
paper	https://arxiv.org/abs/1807.10221
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/UPerNet/Perform_inference_with_UperNetForSemanticSegmentation_(Swin_backbone).ipynb
paper	https://arxiv.org/abs/2203.12602
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/VideoMAE/Quick_inference_with_VideoMAE.ipynb
paper	https://arxiv.org/abs/2102.03334
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ViLT/Fine_tuning_ViLT_for_VQA.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ViLT/Inference_with_ViLT_(visual_question_answering).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ViLT/Masked_language_modeling_with_ViLT.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ViLT/Using_ViLT_for_image_text_retrieval.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ViLT/ViLT_for_natural_language_visual_reasoning.ipynb
paper	https://arxiv.org/abs/2111.06377
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/ViTMAE/ViT_MAE_visualization_demo.ipynb
paper	https://arxiv.org/abs/2010.11929
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/VisionTransformer/Quick_demo_of_HuggingFace_version_of_Vision_Transformer_inference.ipynb
CIFAR-10	https://www.cs.toronto.edu/~kriz/cifar.html
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/VisionTransformer/Fine_tuning_the_Vision_Transformer_on_CIFAR_10_with_PyTorch_Lightning.ipynb
CIFAR-10	https://www.cs.toronto.edu/~kriz/cifar.html
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/VisionTransformer/Fine_tuning_the_Vision_Transformer_on_CIFAR_10_with_the_%F0%9F%A4%97_Trainer.ipynb
paper	https://arxiv.org/abs/2208.02816
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/X-CLIP/Video_text_matching_with_X_CLIP.ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/X-CLIP/Zero_shot_classify_a_YouTube_video_with_X_CLIP.ipynb
paper	https://arxiv.org/abs/2106.00666
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/YOLOS/Fine_tuning_YOLOS_for_object_detection_on_custom_dataset_(balloon).ipynb
	https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/YOLOS/YOLOS_minimal_inference_example.ipynb
	https://github.com/MaxMax2016/Transformers-Tutorials#data-preprocessing
HuggingFace Datasets	https://huggingface.co/docs/datasets/
Apache Arrow	https://arrow.apache.org/
HuggingFace hub	https://huggingface.co/datasets
docs	https://huggingface.co/docs/datasets/loading.html#local-and-remote-files
	https://github.com/MaxMax2016/Transformers-Tutorials#training-frameworks
this great PyTorch intro tutorial	https://github.com/MaxMax2016/Transformers-Tutorials/blob/master
PyTorch Lightning (PL)	https://www.pytorchlightning.ai/
HuggingFace Trainer	https://huggingface.co/transformers/main_classes/trainer.html
PyTorch example scripts	https://github.com/huggingface/transformers/tree/master/examples/pytorch
HuggingFace Accelerate	https://github.com/huggingface/accelerate
Readme	https://github.com/MaxMax2016/Transformers-Tutorials#readme-ov-file
MIT license	https://github.com/MaxMax2016/Transformers-Tutorials#MIT-1-ov-file
Please reload this page	https://github.com/MaxMax2016/Transformers-Tutorials
Activity	https://github.com/MaxMax2016/Transformers-Tutorials/activity
0 forks	https://github.com/MaxMax2016/Transformers-Tutorials/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FMaxMax2016%2FTransformers-Tutorials&report=MaxMax2016+%28user%29
Releases	https://github.com/MaxMax2016/Transformers-Tutorials/releases
Packages 0	https://github.com/users/MaxMax2016/packages?repo_name=Transformers-Tutorials
Please reload this page	https://github.com/MaxMax2016/Transformers-Tutorials
Contributors	https://github.com/MaxMax2016/Transformers-Tutorials/graphs/contributors
Please reload this page	https://github.com/MaxMax2016/Transformers-Tutorials
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.