René's URL Explorer Experiment


Title: feat: upgrade to FLUX.2-klein-4B with FP8 quantization by Defilan · Pull Request #1 · defilantech/vecsmith · GitHub

Open Graph Title: feat: upgrade to FLUX.2-klein-4B with FP8 quantization by Defilan · Pull Request #1 · defilantech/vecsmith

X Title: feat: upgrade to FLUX.2-klein-4B with FP8 quantization by Defilan · Pull Request #1 · defilantech/vecsmith

Description: Open-source text-to-SVG generation pipeline. Turn text prompts into production-ready vector graphics using LLM prompt enhancement, Flux image generation, and vtracer vectorization. - feat: upgrade to FLUX.2-klein-4B with FP8 quantization by Defilan · Pull Request #1 · defilantech/vecsmith

Open Graph Description: Summary Replaces FLUX.1-schnell (12B params) with FLUX.2-klein-4B (4B params, Apache 2.0) for improved image quality Adds FP8 quantization via optimum-quanto, reducing VRAM from ~13GB to ~8GB on 1...

X Description: Summary Replaces FLUX.1-schnell (12B params) with FLUX.2-klein-4B (4B params, Apache 2.0) for improved image quality Adds FP8 quantization via optimum-quanto, reducing VRAM from ~13GB to ~8GB on 1...

Opengraph URL: https://github.com/defilantech/vecsmith/pull/1

X: @github

direct link

Domain: github.com

route-pattern/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controllervoltron_pull_requests_fragments
route-actionpull_request_layout
fetch-noncev2:9b1db62f-ba4b-42bf-cf0c-2e7374544f50
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-id81F8:C61B2:1E39A12:2BA2543:6A4D026D
html-safe-nonce78bf606476119828954ae39d6c92be1ff1267fd377d5f7319ba312c45a89805e
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4MUY4OkM2MUIyOjFFMzlBMTI6MkJBMjU0Mzo2QTREMDI2RCIsInZpc2l0b3JfaWQiOiI3Nzg1ODc0MDYyNjUyMDE1MjE0IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacf6fe968f46f316f9d6370096bcbf1aba8c5a77a227cba502f5949c285ee7633e
hovercard-subject-tagpull_request:3435505178
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///voltron/pull_requests_fragments/pull_request_layout
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/defilantech/vecsmith/1/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/f3c96cbfedb85e5deca7c95e5ce322c96c43a9e8d834c98a347dde3fc2145221/defilantech/vecsmith/pull/1
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f3c96cbfedb85e5deca7c95e5ce322c96c43a9e8d834c98a347dde3fc2145221/defilantech/vecsmith/pull/1
og:image:altSummary Replaces FLUX.1-schnell (12B params) with FLUX.2-klein-4B (4B params, Apache 2.0) for improved image quality Adds FP8 quantization via optimum-quanto, reducing VRAM from ~13GB to ~8GB on 1...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameDefilan
hostnamegithub.com
expected-hostnamegithub.com
None31e4db13a9e20081f2fac78f441659a6576e582bbb15e153f9c7fb6473aa29f5
turbo-cache-controlno-cache
go-importgithub.com/defilantech/vecsmith git https://github.com/defilantech/vecsmith.git
octolytics-dimension-user_id69058620
octolytics-dimension-user_logindefilantech
octolytics-dimension-repository_id1188987939
octolytics-dimension-repository_nwodefilantech/vecsmith
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1188987939
octolytics-dimension-repository_network_root_nwodefilantech/vecsmith
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
releasefb70bd3c4b2bec429781b65419e912c66e2d5581
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/defilantech/vecsmith/pull/1#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdefilantech%2Fvecsmith%2Fpull%2F1
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdefilantech%2Fvecsmith%2Fpull%2F1
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%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=defilantech%2Fvecsmith
Reloadhttps://github.com/defilantech/vecsmith/pull/1
Reloadhttps://github.com/defilantech/vecsmith/pull/1
Reloadhttps://github.com/defilantech/vecsmith/pull/1
Please reload this pagehttps://github.com/defilantech/vecsmith/pull/1
defilantech https://github.com/defilantech
vecsmithhttps://github.com/defilantech/vecsmith
Notifications https://github.com/login?return_to=%2Fdefilantech%2Fvecsmith
Fork 0 https://github.com/login?return_to=%2Fdefilantech%2Fvecsmith
Star 0 https://github.com/login?return_to=%2Fdefilantech%2Fvecsmith
Code https://github.com/defilantech/vecsmith
Issues 0 https://github.com/defilantech/vecsmith/issues
Pull requests 1 https://github.com/defilantech/vecsmith/pulls
Actions https://github.com/defilantech/vecsmith/actions
Projects https://github.com/defilantech/vecsmith/projects
Security and quality 0 https://github.com/defilantech/vecsmith/security
Insights https://github.com/defilantech/vecsmith/pulse
Code https://github.com/defilantech/vecsmith
Issues https://github.com/defilantech/vecsmith/issues
Pull requests https://github.com/defilantech/vecsmith/pulls
Actions https://github.com/defilantech/vecsmith/actions
Projects https://github.com/defilantech/vecsmith/projects
Security and quality https://github.com/defilantech/vecsmith/security
Insights https://github.com/defilantech/vecsmith/pulse
Defilanhttps://github.com/Defilan
mainhttps://github.com/defilantech/vecsmith/tree/main
feat/flux2-klein-4b-fp8https://github.com/defilantech/vecsmith/tree/feat/flux2-klein-4b-fp8
Conversationhttps://github.com/defilantech/vecsmith/pull/1
Commits4 (4)https://github.com/defilantech/vecsmith/pull/1/commits
Checkshttps://github.com/defilantech/vecsmith/pull/1/checks
Files changedhttps://github.com/defilantech/vecsmith/pull/1/files
feat: upgrade to FLUX.2-klein-4B with FP8 quantizationhttps://github.com/defilantech/vecsmith/pull/1#top
Defilanhttps://github.com/Defilan
mainhttps://github.com/defilantech/vecsmith/tree/main
feat/flux2-klein-4b-fp8https://github.com/defilantech/vecsmith/tree/feat/flux2-klein-4b-fp8
https://github.com/Defilan
Defilanhttps://github.com/Defilan
Mar 23, 2026https://github.com/defilantech/vecsmith/pull/1#issue-4122932808
Please reload this pagehttps://github.com/defilantech/vecsmith/pull/1
Defilanhttps://github.com/Defilan
March 23, 2026 11:43https://github.com/defilantech/vecsmith/pull/1#commits-pushed-6b6b05d
https://github.com/Defilan
feat: upgrade to FLUX.2-klein-4B with FP8 quantizationhttps://github.com/defilantech/vecsmith/pull/1/commits/6b6b05df72a2aa78929eafe0f5bb8435e750f590
6b6b05dhttps://github.com/defilantech/vecsmith/pull/1/commits/6b6b05df72a2aa78929eafe0f5bb8435e750f590
https://github.com/Defilan
fix: use CUDA devel image for FP8 quantization supporthttps://github.com/defilantech/vecsmith/pull/1/commits/5f41068cec577dff55cc52caa4e28818996f9cd8
5f41068https://github.com/defilantech/vecsmith/pull/1/commits/5f41068cec577dff55cc52caa4e28818996f9cd8
https://github.com/Defilan
fix: bump CUDA to 12.8 for Blackwell GPU support, add python3-devhttps://github.com/defilantech/vecsmith/pull/1/commits/19ce918d79a00771b039e7dfd161fbcd6a5b18d6
19ce918https://github.com/defilantech/vecsmith/pull/1/commits/19ce918d79a00771b039e7dfd161fbcd6a5b18d6
https://github.com/Defilan
fix: replace optimum-quanto with diffusers layerwise casting for FP8https://github.com/defilantech/vecsmith/pull/1/commits/0fad868bd55666f5dfde501c730be7bdf5d8241a
0fad868https://github.com/defilantech/vecsmith/pull/1/commits/0fad868bd55666f5dfde501c730be7bdf5d8241a
https://github.co/hiddenchars
https://github.com/defilantech/vecsmith/pull/{{ revealButtonHref }}
Sign up for freehttps://github.com/join?source=comment-repo
Sign in to commenthttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdefilantech%2Fvecsmith%2Fpull%2F1
Please reload this pagehttps://github.com/defilantech/vecsmith/pull/1
https://github.com/Defilan
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.