René's URL Explorer Experiment


Title: GitHub - binaryninja/glitcher: A CLI tool for mining and testing glitch tokens in large language models · GitHub

Open Graph Title: GitHub - binaryninja/glitcher: A CLI tool for mining and testing glitch tokens in large language models

X Title: GitHub - binaryninja/glitcher: A CLI tool for mining and testing glitch tokens in large language models

Description: A CLI tool for mining and testing glitch tokens in large language models - binaryninja/glitcher

Open Graph Description: A CLI tool for mining and testing glitch tokens in large language models - binaryninja/glitcher

X Description: A CLI tool for mining and testing glitch tokens in large language models - binaryninja/glitcher

Mail addresses
AdminselectorMethodapple.com@gmail.com
Admin@aple.com
AdminselectorMethodapple.com@gmail.com

Opengraph URL: https://github.com/binaryninja/glitcher

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:cf622e64-bb85-6446-fafe-c8870d042717
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idCABA:39AD84:20FD9B:2B751F:6A554C8D
html-safe-nonce092a65bb7fc617b530a8bd2aa64bed27e6dfd17d28d7855e705c953883920db4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQUJBOjM5QUQ4NDoyMEZEOUI6MkI3NTFGOjZBNTU0QzhEIiwidmlzaXRvcl9pZCI6IjYzNzc2MDM1MTk1MDQyNzI1MjUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac64bbfb11af8baccb83cb0aace743c1e9f0680c2c388e00a675853f9052f7b7f5
hovercard-subject-tagrepository:940730244
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/binaryninja/glitcher
twitter:imagehttps://opengraph.githubassets.com/adb86e32bfcd63eb3b7deda7a889a3ecec9117768c6557db6ecc0eac74717ec0/binaryninja/glitcher
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/adb86e32bfcd63eb3b7deda7a889a3ecec9117768c6557db6ecc0eac74717ec0/binaryninja/glitcher
og:image:altA CLI tool for mining and testing glitch tokens in large language models - binaryninja/glitcher
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonecd9eea424140838b22e9eabd53d92b5702617ddd6d76efcd3a37f08d44309ca5
turbo-cache-controlno-cache
go-importgithub.com/binaryninja/glitcher git https://github.com/binaryninja/glitcher.git
octolytics-dimension-user_id5916066
octolytics-dimension-user_loginbinaryninja
octolytics-dimension-repository_id940730244
octolytics-dimension-repository_nwobinaryninja/glitcher
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id940730244
octolytics-dimension-repository_network_root_nwobinaryninja/glitcher
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
release3084b9f587e8f1e19803bbe0c77ac77ce3c99c5c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/binaryninja/glitcher#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fbinaryninja%2Fglitcher
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/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/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/enterprise/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%2Fbinaryninja%2Fglitcher
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=binaryninja%2Fglitcher
Reloadhttps://github.com/binaryninja/glitcher
Reloadhttps://github.com/binaryninja/glitcher
Reloadhttps://github.com/binaryninja/glitcher
binaryninja https://github.com/binaryninja
glitcherhttps://github.com/binaryninja/glitcher
Notifications https://github.com/login?return_to=%2Fbinaryninja%2Fglitcher
Fork 0 https://github.com/login?return_to=%2Fbinaryninja%2Fglitcher
Star 1 https://github.com/login?return_to=%2Fbinaryninja%2Fglitcher
Code https://github.com/binaryninja/glitcher
Issues 11 https://github.com/binaryninja/glitcher/issues
Pull requests 1 https://github.com/binaryninja/glitcher/pulls
Actions https://github.com/binaryninja/glitcher/actions
Projects https://github.com/binaryninja/glitcher/projects
Security and quality 0 https://github.com/binaryninja/glitcher/security
Insights https://github.com/binaryninja/glitcher/pulse
Code https://github.com/binaryninja/glitcher
Issues https://github.com/binaryninja/glitcher/issues
Pull requests https://github.com/binaryninja/glitcher/pulls
Actions https://github.com/binaryninja/glitcher/actions
Projects https://github.com/binaryninja/glitcher/projects
Security and quality https://github.com/binaryninja/glitcher/security
Insights https://github.com/binaryninja/glitcher/pulse
https://github.com/binaryninja/glitcher
Brancheshttps://github.com/binaryninja/glitcher/branches
Tagshttps://github.com/binaryninja/glitcher/tags
https://github.com/binaryninja/glitcher/branches
https://github.com/binaryninja/glitcher/tags
85 Commitshttps://github.com/binaryninja/glitcher/commits/main/
https://github.com/binaryninja/glitcher/commits/main/
APPENDIX-Bhttps://github.com/binaryninja/glitcher/tree/main/APPENDIX-B
APPENDIX-Bhttps://github.com/binaryninja/glitcher/tree/main/APPENDIX-B
DOCShttps://github.com/binaryninja/glitcher/tree/main/DOCS
DOCShttps://github.com/binaryninja/glitcher/tree/main/DOCS
assetshttps://github.com/binaryninja/glitcher/tree/main/assets
assetshttps://github.com/binaryninja/glitcher/tree/main/assets
datahttps://github.com/binaryninja/glitcher/tree/main/data
datahttps://github.com/binaryninja/glitcher/tree/main/data
exampleshttps://github.com/binaryninja/glitcher/tree/main/examples
exampleshttps://github.com/binaryninja/glitcher/tree/main/examples
experimentshttps://github.com/binaryninja/glitcher/tree/main/experiments
experimentshttps://github.com/binaryninja/glitcher/tree/main/experiments
findingshttps://github.com/binaryninja/glitcher/tree/main/findings
findingshttps://github.com/binaryninja/glitcher/tree/main/findings
glitcherhttps://github.com/binaryninja/glitcher/tree/main/glitcher
glitcherhttps://github.com/binaryninja/glitcher/tree/main/glitcher
plotshttps://github.com/binaryninja/glitcher/tree/main/plots
plotshttps://github.com/binaryninja/glitcher/tree/main/plots
pochttps://github.com/binaryninja/glitcher/tree/main/poc
pochttps://github.com/binaryninja/glitcher/tree/main/poc
scriptshttps://github.com/binaryninja/glitcher/tree/main/scripts
scriptshttps://github.com/binaryninja/glitcher/tree/main/scripts
testshttps://github.com/binaryninja/glitcher/tree/main/tests
testshttps://github.com/binaryninja/glitcher/tree/main/tests
toolshttps://github.com/binaryninja/glitcher/tree/main/tools
toolshttps://github.com/binaryninja/glitcher/tree/main/tools
.dockerignorehttps://github.com/binaryninja/glitcher/blob/main/.dockerignore
.dockerignorehttps://github.com/binaryninja/glitcher/blob/main/.dockerignore
.env.examplehttps://github.com/binaryninja/glitcher/blob/main/.env.example
.env.examplehttps://github.com/binaryninja/glitcher/blob/main/.env.example
.gitignorehttps://github.com/binaryninja/glitcher/blob/main/.gitignore
.gitignorehttps://github.com/binaryninja/glitcher/blob/main/.gitignore
CHAT_TEMPLATE_IMPLEMENTATION.mdhttps://github.com/binaryninja/glitcher/blob/main/CHAT_TEMPLATE_IMPLEMENTATION.md
CHAT_TEMPLATE_IMPLEMENTATION.mdhttps://github.com/binaryninja/glitcher/blob/main/CHAT_TEMPLATE_IMPLEMENTATION.md
CLAUDE.mdhttps://github.com/binaryninja/glitcher/blob/main/CLAUDE.md
CLAUDE.mdhttps://github.com/binaryninja/glitcher/blob/main/CLAUDE.md
Dockerfilehttps://github.com/binaryninja/glitcher/blob/main/Dockerfile
Dockerfilehttps://github.com/binaryninja/glitcher/blob/main/Dockerfile
FIRST_RUN.mdhttps://github.com/binaryninja/glitcher/blob/main/FIRST_RUN.md
FIRST_RUN.mdhttps://github.com/binaryninja/glitcher/blob/main/FIRST_RUN.md
GUI_README.mdhttps://github.com/binaryninja/glitcher/blob/main/GUI_README.md
GUI_README.mdhttps://github.com/binaryninja/glitcher/blob/main/GUI_README.md
LICENSEhttps://github.com/binaryninja/glitcher/blob/main/LICENSE
LICENSEhttps://github.com/binaryninja/glitcher/blob/main/LICENSE
Makefilehttps://github.com/binaryninja/glitcher/blob/main/Makefile
Makefilehttps://github.com/binaryninja/glitcher/blob/main/Makefile
README-Docker.mdhttps://github.com/binaryninja/glitcher/blob/main/README-Docker.md
README-Docker.mdhttps://github.com/binaryninja/glitcher/blob/main/README-Docker.md
README.mdhttps://github.com/binaryninja/glitcher/blob/main/README.md
README.mdhttps://github.com/binaryninja/glitcher/blob/main/README.md
docker-compose.ymlhttps://github.com/binaryninja/glitcher/blob/main/docker-compose.yml
docker-compose.ymlhttps://github.com/binaryninja/glitcher/blob/main/docker-compose.yml
glitch_tokens.jsonhttps://github.com/binaryninja/glitcher/blob/main/glitch_tokens.json
glitch_tokens.jsonhttps://github.com/binaryninja/glitcher/blob/main/glitch_tokens.json
mining-config.jsonhttps://github.com/binaryninja/glitcher/blob/main/mining-config.json
mining-config.jsonhttps://github.com/binaryninja/glitcher/blob/main/mining-config.json
pyproject.tomlhttps://github.com/binaryninja/glitcher/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/binaryninja/glitcher/blob/main/pyproject.toml
requirements.txthttps://github.com/binaryninja/glitcher/blob/main/requirements.txt
requirements.txthttps://github.com/binaryninja/glitcher/blob/main/requirements.txt
setup.pyhttps://github.com/binaryninja/glitcher/blob/main/setup.py
setup.pyhttps://github.com/binaryninja/glitcher/blob/main/setup.py
test_glitch_tokens.jsonhttps://github.com/binaryninja/glitcher/blob/main/test_glitch_tokens.json
test_glitch_tokens.jsonhttps://github.com/binaryninja/glitcher/blob/main/test_glitch_tokens.json
READMEhttps://github.com/binaryninja/glitcher
MIT licensehttps://github.com/binaryninja/glitcher
https://github.com/binaryninja/glitcher#glitcher
https://github.com/binaryninja/glitcher#what-are-glitch-tokens
https://github.com/binaryninja/glitcher#mining-quick-start
https://github.com/binaryninja/glitcher#installation
https://github.com/binaryninja/glitcher#quick-start
https://github.com/binaryninja/glitcher#understanding-glitch-token-patterns
https://github.com/binaryninja/glitcher#predictable-patterns-in-embedding-space
https://github.com/binaryninja/glitcher#deep-scan-strategy-for-maximum-discovery
https://github.com/binaryninja/glitcher#phase-1-high-yield-low-norm-sweep-success-rate-95-100
https://github.com/binaryninja/glitcher#phase-2-reserved-token-systematic-sweep-success-rate-70-90
https://github.com/binaryninja/glitcher#phase-3-unicode-range-mining-success-rate-30-60
https://github.com/binaryninja/glitcher#phase-4-pattern-based-mining-success-rate-40-70
https://github.com/binaryninja/glitcher#phase-5-embedding-cluster-analysis-success-rate-15-25
https://github.com/binaryninja/glitcher#expected-total-yield
https://github.com/binaryninja/glitcher#quick-deep-scan-1-hour
https://github.com/binaryninja/glitcher#enhanced-validation-deep-scan-recommended
https://github.com/binaryninja/glitcher#quick-enhanced-validation
https://github.com/binaryninja/glitcher#full-deep-scan-with-enhanced-validation
https://github.com/binaryninja/glitcher#enhanced-vs-standard-validation
https://github.com/binaryninja/glitcher#expected-enhanced-validation-results
https://github.com/binaryninja/glitcher#core-mining-commands
https://github.com/binaryninja/glitcher#standard-entropy-guided-mining
https://github.com/binaryninja/glitcher#advanced-mining-tools
https://github.com/binaryninja/glitcher#token-validation-and-testing
https://github.com/binaryninja/glitcher#enhanced-multi-token-generation-validation-recommended
https://github.com/binaryninja/glitcher#validation-commands
https://github.com/binaryninja/glitcher#multi-prompt-validation-standard-method
https://github.com/binaryninja/glitcher#token-behavior-analysis
https://github.com/binaryninja/glitcher#interactive-testing
https://github.com/binaryninja/glitcher#classification-system
https://github.com/binaryninja/glitcher#classification-categories
https://github.com/binaryninja/glitcher#understanding-the-mining-algorithm
https://github.com/binaryninja/glitcher#entropy-guided-search-process
https://github.com/binaryninja/glitcher#why-this-works
https://github.com/binaryninja/glitcher#performance-characteristics
https://github.com/binaryninja/glitcher#model-specific-considerations
https://github.com/binaryninja/glitcher#llama-32-adaptations
https://github.com/binaryninja/glitcher#troubleshooting-and-model-compatibility
https://github.com/binaryninja/glitcher#common-issues-and-solutions
https://github.com/binaryninja/glitcher#model-compatibility
https://github.com/binaryninja/glitcher#hardware-requirements
https://github.com/binaryninja/glitcher#quantization-options
https://github.com/binaryninja/glitcher#complete-workflow-example
https://github.com/binaryninja/glitcher#1-initial-discovery-30-minutes
https://github.com/binaryninja/glitcher#2-enhanced-validation-15-minutes---recommended
https://github.com/binaryninja/glitcher#3-behavior-analysis-20-minutes
https://github.com/binaryninja/glitcher#4-comprehensive-deep-scan-with-enhanced-validation-2-4-hours-optional
https://github.com/binaryninja/glitcher#known-glitch-token-examples
https://github.com/binaryninja/glitcher#advanced-research-applications
https://github.com/binaryninja/glitcher#cross-model-analysis
https://github.com/binaryninja/glitcher#security-research
https://github.com/binaryninja/glitcher#model-development
https://github.com/binaryninja/glitcher#security-and-ethical-considerations
https://github.com/binaryninja/glitcher#responsible-use
https://github.com/binaryninja/glitcher#best-practices
https://github.com/binaryninja/glitcher#contributing
https://github.com/binaryninja/glitcher#resources-and-further-reading
https://github.com/binaryninja/glitcher#license
Readme https://github.com/binaryninja/glitcher#readme-ov-file
MIT license https://github.com/binaryninja/glitcher#MIT-1-ov-file
Please reload this pagehttps://github.com/binaryninja/glitcher
Activityhttps://github.com/binaryninja/glitcher/activity
0 forkshttps://github.com/binaryninja/glitcher/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fbinaryninja%2Fglitcher&report=binaryninja+%28user%29
Releaseshttps://github.com/binaryninja/glitcher/releases
Packages 0https://github.com/users/binaryninja/packages?repo_name=glitcher
Please reload this pagehttps://github.com/binaryninja/glitcher
Please reload this pagehttps://github.com/binaryninja/glitcher
Contributorshttps://github.com/binaryninja/glitcher/graphs/contributors
Please reload this pagehttps://github.com/binaryninja/glitcher
Python 90.9% https://github.com/binaryninja/glitcher/search?l=python
HTML 6.4% https://github.com/binaryninja/glitcher/search?l=html
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.