René's URL Explorer Experiment


Title: GitHub - erinclemmer/language-pipes: Peer-to-peer distributed inference for open-source language models

Open Graph Title: GitHub - erinclemmer/language-pipes: Peer-to-peer distributed inference for open-source language models

X Title: GitHub - erinclemmer/language-pipes: Peer-to-peer distributed inference for open-source language models

Description: Peer-to-peer distributed inference for open-source language models - erinclemmer/language-pipes

Open Graph Description: Peer-to-peer distributed inference for open-source language models - erinclemmer/language-pipes

X Description: Peer-to-peer distributed inference for open-source language models - erinclemmer/language-pipes

Opengraph URL: https://github.com/erinclemmer/language-pipes

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:8fed4ff4-37af-9900-8024-d822eca38e60
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA592:23DC68:DAE95B:11B6FAC:6992945C
html-safe-nonce44de0f04604fa73277d4572846ba32b08605ce2a8d13bc066a51f9d11525b50f
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNTkyOjIzREM2ODpEQUU5NUI6MTFCNkZBQzo2OTkyOTQ1QyIsInZpc2l0b3JfaWQiOiI1NjU3MTQ2NjMxMzEwNzA5ODUyIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacebc568296cb23fc8a79ea84ec48e44543a478304bce21a96d7e6f1eb53f155f0
hovercard-subject-tagrepository:1039673358
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/erinclemmer/language-pipes
twitter:imagehttps://opengraph.githubassets.com/687155cd744a13dc28ed6db29b0f097606761676b155f41ab5a3f6f86a361739/erinclemmer/language-pipes
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/687155cd744a13dc28ed6db29b0f097606761676b155f41ab5a3f6f86a361739/erinclemmer/language-pipes
og:image:altPeer-to-peer distributed inference for open-source language models - erinclemmer/language-pipes
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/erinclemmer/language-pipes git https://github.com/erinclemmer/language-pipes.git
octolytics-dimension-user_id5422113
octolytics-dimension-user_loginerinclemmer
octolytics-dimension-repository_id1039673358
octolytics-dimension-repository_nwoerinclemmer/language-pipes
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1039673358
octolytics-dimension-repository_network_root_nwoerinclemmer/language-pipes
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
release848bc6032dcc93a9a7301dcc3f379a72ba13b96e
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Ferinclemmer%2Flanguage-pipes
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%2Ferinclemmer%2Flanguage-pipes
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=erinclemmer%2Flanguage-pipes
Reloadhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Reloadhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Reloadhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
erinclemmer https://patch-diff.githubusercontent.com/erinclemmer
language-pipeshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Please reload this pagehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Ferinclemmer%2Flanguage-pipes
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Ferinclemmer%2Flanguage-pipes
Star 4 https://patch-diff.githubusercontent.com/login?return_to=%2Ferinclemmer%2Flanguage-pipes
pypi.org/project/language-pipes/https://pypi.org/project/language-pipes/
MIT license https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/LICENSE
4 stars https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/stargazers
0 forks https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/forks
Branches https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/branches
Tags https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tags
Activity https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Ferinclemmer%2Flanguage-pipes
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Ferinclemmer%2Flanguage-pipes
Code https://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Issues 0 https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/issues
Pull requests 0 https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/pulls
Discussions https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/discussions
Actions https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/actions
Projects 0 https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/projects
Security 0 https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/security
Insights https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/pulse
Code https://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Issues https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/issues
Pull requests https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/pulls
Discussions https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/discussions
Actions https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/actions
Projects https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/projects
Security https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/security
Insights https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/pulse
Brancheshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/branches
Tagshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tags
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/branches
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tags
225 Commitshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/commits/main/
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/commits/main/
.agents/skillshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/.agents/skills
.agents/skillshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/.agents/skills
.githubhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/.github
.githubhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/.github
documentationhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/documentation
documentationhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/documentation
src/language_pipeshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/src/language_pipes
src/language_pipeshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/src/language_pipes
testshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/tests
testshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/tree/main/tests
.gitignorehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/.gitignore
AGENTS.mdhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/AGENTS.md
AGENTS.mdhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/AGENTS.md
CITATION.cffhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/CITATION.cff
CITATION.cffhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/CITATION.cff
LICENSEhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/README.md
mcbeth.txthttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/mcbeth.txt
mcbeth.txthttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/mcbeth.txt
pyproject.tomlhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/pyproject.toml
test.shhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/test.sh
test.shhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/test.sh
READMEhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
MIT licensehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#language-pipes
https://github.com/erinclemmer/language-pipes/releases/latest
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/License-Url
https://camo.githubusercontent.com/8a83fe0aaf96afada9c87c0964cec3cb74ae818c33aa78435e026a66d873b05f/68747470733a2f2f696d672e736869656c64732e696f2f707970692f646d2f6c616e67756167652d7069706573
transformers libraryhttps://github.com/huggingface/transformers
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#features
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#how-it-works
privacyhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/privacy.md
Architecture Overviewhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/architecture.md
Job Processor State Machinehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/job-processor.md
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#installation
https://pytorch.org/get-started/locally/https://pytorch.org/get-started/locally/
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#quick-start
TOML fileshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/configuration.md
CLI referencehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/cli.md
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#two-node-example
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#node-1-first-computer
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#node-2-second-computer
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#test-the-api
OpenAI-compatible APIhttps://platform.openai.com/docs/api-reference/chat/create
OpenAI Python libraryhttps://github.com/openai/openai-python
OpenAI-compatible API documentationhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/oai.md
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#supported-models
View all tested models herehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/model_support.md
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#planned-improvements
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#dependencies
pytorchhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/pytorch.org
transformershttps://huggingface.co/docs/transformers
https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#documentation
CLI Referencehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/cli.md
Privacy Architecturehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/privacy.md
Configuration Manualhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/configuration.md
Architecture Overviewhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/architecture.md
OpenAI-Compatible APIhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/oai.md
Job Processor State Machinehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/job-processor.md
Distributed State Networkhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/distributed-state-network/README.md
LLM Layer Collectorhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/blob/main/documentation/llm-layer-collector.md
pypi.org/project/language-pipes/https://pypi.org/project/language-pipes/
Readme https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/erinclemmer/language-pipes#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Activityhttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/activity
4 starshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/watchers
0 forkshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ferinclemmer%2Flanguage-pipes&report=erinclemmer+%28user%29
Releases 48https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/releases
Release 1.1.0 Latest Feb 15, 2026 https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/releases/tag/1.1.0
+ 47 releaseshttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes/releases
Please reload this pagehttps://patch-diff.githubusercontent.com/erinclemmer/language-pipes
Learn more about GitHub Sponsorshttps://patch-diff.githubusercontent.com/sponsors
Python 99.9% https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/search?l=python
Shell 0.1% https://patch-diff.githubusercontent.com/erinclemmer/language-pipes/search?l=shell
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.