René's URL Explorer Experiment

Title: GitHub - yayashanzei/llama-cpp-python: Python bindings for llama.cpp · GitHub

Open Graph Title: GitHub - yayashanzei/llama-cpp-python: Python bindings for llama.cpp

X Title: GitHub - yayashanzei/llama-cpp-python: Python bindings for llama.cpp

Description: Python bindings for llama.cpp. Contribute to yayashanzei/llama-cpp-python development by creating an account on GitHub.

Open Graph Description: Python bindings for llama.cpp. Contribute to yayashanzei/llama-cpp-python development by creating an account on GitHub.

X Description: Python bindings for llama.cpp. Contribute to yayashanzei/llama-cpp-python development by creating an account on GitHub.

Opengraph URL: https://github.com/yayashanzei/llama-cpp-python

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:7e5cf1ed-b2b3-6b3d-b86d-2811b4330cc5
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	9F46:61402:53E2AF:7200F3:6A62743D
html-safe-nonce	15d29a44dc8d21ebc029c1cd628302855179f1e0eb401334272aafada49290b2
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5RjQ2OjYxNDAyOjUzRTJBRjo3MjAwRjM6NkE2Mjc0M0QiLCJ2aXNpdG9yX2lkIjoiODA4NTg4MTIxMzM2MDk2MDU3MyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	e667b1e1734c584767c494d410c85f1a94ccfe2f28cb6bea5bd01c91e094edb8
hovercard-subject-tag	repository:1205537466
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/yayashanzei/llama-cpp-python
twitter:image	https://opengraph.githubassets.com/275c326d9ce9781f44b7670104c2c5b203bc50512ceae90a2d3f377ecd2fcdc9/yayashanzei/llama-cpp-python
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/275c326d9ce9781f44b7670104c2c5b203bc50512ceae90a2d3f377ecd2fcdc9/yayashanzei/llama-cpp-python
og:image:alt	Python bindings for llama.cpp. Contribute to yayashanzei/llama-cpp-python development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	838e87bd0e4f5415707a930bc14e89e382dc2ea046e50ff575252eb2f2cb06a2
turbo-cache-control	no-cache
go-import	github.com/yayashanzei/llama-cpp-python git https://github.com/yayashanzei/llama-cpp-python.git
octolytics-dimension-user_id	15930735
octolytics-dimension-user_login	yayashanzei
octolytics-dimension-repository_id	1205537466
octolytics-dimension-repository_nwo	yayashanzei/llama-cpp-python
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	617868717
octolytics-dimension-repository_parent_nwo	abetlen/llama-cpp-python
octolytics-dimension-repository_network_root_id	617868717
octolytics-dimension-repository_network_root_nwo	abetlen/llama-cpp-python
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	f0081192f88523d2bf4cfdf22bb3e138affc4cd1
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/yayashanzei/llama-cpp-python#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fyayashanzei%2Fllama-cpp-python
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
Code QualityEnforce quality at merge	https://github.com/features/code-quality
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%2Fyayashanzei%2Fllama-cpp-python
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=yayashanzei%2Fllama-cpp-python
Reload	https://github.com/yayashanzei/llama-cpp-python
Reload	https://github.com/yayashanzei/llama-cpp-python
Reload	https://github.com/yayashanzei/llama-cpp-python
yayashanzei	https://github.com/yayashanzei
llama-cpp-python	https://github.com/yayashanzei/llama-cpp-python
abetlen/llama-cpp-python	https://github.com/abetlen/llama-cpp-python
Notifications	https://github.com/login?return_to=%2Fyayashanzei%2Fllama-cpp-python
Fork 0	https://github.com/login?return_to=%2Fyayashanzei%2Fllama-cpp-python
Star 0	https://github.com/login?return_to=%2Fyayashanzei%2Fllama-cpp-python
Code	https://github.com/yayashanzei/llama-cpp-python
Pull requests 0	https://github.com/yayashanzei/llama-cpp-python/pulls
Actions	https://github.com/yayashanzei/llama-cpp-python/actions
Projects	https://github.com/yayashanzei/llama-cpp-python/projects
Security and quality 0	https://github.com/yayashanzei/llama-cpp-python/security
Insights	https://github.com/yayashanzei/llama-cpp-python/pulse
Code	https://github.com/yayashanzei/llama-cpp-python
Pull requests	https://github.com/yayashanzei/llama-cpp-python/pulls
Actions	https://github.com/yayashanzei/llama-cpp-python/actions
Projects	https://github.com/yayashanzei/llama-cpp-python/projects
Security and quality	https://github.com/yayashanzei/llama-cpp-python/security
Insights	https://github.com/yayashanzei/llama-cpp-python/pulse
	https://github.com/yayashanzei/llama-cpp-python
Branches	https://github.com/yayashanzei/llama-cpp-python/branches
Tags	https://github.com/yayashanzei/llama-cpp-python/tags
	https://github.com/yayashanzei/llama-cpp-python/branches
	https://github.com/yayashanzei/llama-cpp-python/tags
2,040 Commits	https://github.com/yayashanzei/llama-cpp-python/commits/main/
	https://github.com/yayashanzei/llama-cpp-python/commits/main/
.github	https://github.com/yayashanzei/llama-cpp-python/tree/main/.github
.github	https://github.com/yayashanzei/llama-cpp-python/tree/main/.github
docker	https://github.com/yayashanzei/llama-cpp-python/tree/main/docker
docker	https://github.com/yayashanzei/llama-cpp-python/tree/main/docker
docs	https://github.com/yayashanzei/llama-cpp-python/tree/main/docs
docs	https://github.com/yayashanzei/llama-cpp-python/tree/main/docs
examples	https://github.com/yayashanzei/llama-cpp-python/tree/main/examples
examples	https://github.com/yayashanzei/llama-cpp-python/tree/main/examples
llama_cpp	https://github.com/yayashanzei/llama-cpp-python/tree/main/llama_cpp
llama_cpp	https://github.com/yayashanzei/llama-cpp-python/tree/main/llama_cpp
scripts	https://github.com/yayashanzei/llama-cpp-python/tree/main/scripts
scripts	https://github.com/yayashanzei/llama-cpp-python/tree/main/scripts
tests	https://github.com/yayashanzei/llama-cpp-python/tree/main/tests
tests	https://github.com/yayashanzei/llama-cpp-python/tree/main/tests
vendor	https://github.com/yayashanzei/llama-cpp-python/tree/main/vendor
vendor	https://github.com/yayashanzei/llama-cpp-python/tree/main/vendor
.dockerignore	https://github.com/yayashanzei/llama-cpp-python/blob/main/.dockerignore
.dockerignore	https://github.com/yayashanzei/llama-cpp-python/blob/main/.dockerignore
.gitignore	https://github.com/yayashanzei/llama-cpp-python/blob/main/.gitignore
.gitignore	https://github.com/yayashanzei/llama-cpp-python/blob/main/.gitignore
.gitmodules	https://github.com/yayashanzei/llama-cpp-python/blob/main/.gitmodules
.gitmodules	https://github.com/yayashanzei/llama-cpp-python/blob/main/.gitmodules
.readthedocs.yaml	https://github.com/yayashanzei/llama-cpp-python/blob/main/.readthedocs.yaml
.readthedocs.yaml	https://github.com/yayashanzei/llama-cpp-python/blob/main/.readthedocs.yaml
CHANGELOG.md	https://github.com/yayashanzei/llama-cpp-python/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/yayashanzei/llama-cpp-python/blob/main/CHANGELOG.md
CMakeLists.txt	https://github.com/yayashanzei/llama-cpp-python/blob/main/CMakeLists.txt
CMakeLists.txt	https://github.com/yayashanzei/llama-cpp-python/blob/main/CMakeLists.txt
LICENSE.md	https://github.com/yayashanzei/llama-cpp-python/blob/main/LICENSE.md
LICENSE.md	https://github.com/yayashanzei/llama-cpp-python/blob/main/LICENSE.md
Makefile	https://github.com/yayashanzei/llama-cpp-python/blob/main/Makefile
Makefile	https://github.com/yayashanzei/llama-cpp-python/blob/main/Makefile
README.md	https://github.com/yayashanzei/llama-cpp-python/blob/main/README.md
README.md	https://github.com/yayashanzei/llama-cpp-python/blob/main/README.md
mkdocs.yml	https://github.com/yayashanzei/llama-cpp-python/blob/main/mkdocs.yml
mkdocs.yml	https://github.com/yayashanzei/llama-cpp-python/blob/main/mkdocs.yml
pyproject.toml	https://github.com/yayashanzei/llama-cpp-python/blob/main/pyproject.toml
pyproject.toml	https://github.com/yayashanzei/llama-cpp-python/blob/main/pyproject.toml
README	https://github.com/yayashanzei/llama-cpp-python
License	https://github.com/yayashanzei/llama-cpp-python
	https://raw.githubusercontent.com/abetlen/llama-cpp-python/main/docs/icon.svg
llama.cpp	https://github.com/ggerganov/llama.cpp
	https://github.com/yayashanzei/llama-cpp-python#python-bindings-for-llamacpp
	https://llama-cpp-python.readthedocs.io/en/latest/?badge=latest
	https://github.com/abetlen/llama-cpp-python/actions/workflows/test.yaml
	https://pypi.org/project/llama-cpp-python/
	https://pypi.org/project/llama-cpp-python/
	https://pypi.org/project/llama-cpp-python/
	https://pepy.tech/projects/llama-cpp-python
	https://github.com/yayashanzei/llama-cpp-python/blob/main
llama.cpp	https://github.com/ggerganov/llama.cpp
LangChain compatibility	https://python.langchain.com/docs/integrations/llms/llamacpp
LlamaIndex compatibility	https://docs.llamaindex.ai/en/stable/examples/llm/llama_2_llama_cpp.html
Local Copilot replacement	https://llama-cpp-python.readthedocs.io/en/latest/server/#code-completion
Function Calling support	https://llama-cpp-python.readthedocs.io/en/latest/server/#function-calling
Vision API support	https://llama-cpp-python.readthedocs.io/en/latest/server/#multimodal-models
Multiple Models	https://llama-cpp-python.readthedocs.io/en/latest/server/#configuration-and-multi-model-support
https://llama-cpp-python.readthedocs.io/en/latest	https://llama-cpp-python.readthedocs.io/en/latest
	https://github.com/yayashanzei/llama-cpp-python#installation
	https://github.com/yayashanzei/llama-cpp-python#installation-configuration
llama.cpp README	https://github.com/ggerganov/llama.cpp#build
	https://github.com/yayashanzei/llama-cpp-python#supported-backends
	https://github.com/yayashanzei/llama-cpp-python#windows-notes
mentioned in llama.cpp repo	https://github.com/ggerganov/llama.cpp#openblas
	https://github.com/yayashanzei/llama-cpp-python#macos-notes
docs/install/macos.md	https://llama-cpp-python.readthedocs.io/en/latest/install/macos/
	https://github.com/yayashanzei/llama-cpp-python#upgrading-and-reinstalling
	https://github.com/yayashanzei/llama-cpp-python#high-level-api
API Reference	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#high-level-api
Llama	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama
__call__	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.__call__
create_completion	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.create_completion
Llama	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama
	https://github.com/yayashanzei/llama-cpp-python#pulling-models-from-hugging-face-hub
from_pretrained	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.from_pretrained
from_pretrained	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.from_pretrained
hf	https://huggingface.co/docs/huggingface_hub/en/guides/cli
	https://github.com/yayashanzei/llama-cpp-python#chat-completion
create_chat_completion	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.create_chat_completion
Llama	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama
create_chat_completion_openai_v1	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.create_chat_completion_openai_v1
	https://github.com/yayashanzei/llama-cpp-python#json-and-json-schema-mode
create_chat_completion	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.create_chat_completion
	https://github.com/yayashanzei/llama-cpp-python#json-mode
	https://github.com/yayashanzei/llama-cpp-python#json-schema-mode
	https://github.com/yayashanzei/llama-cpp-python#function-calling
here	https://huggingface.co/meetkai
	https://github.com/yayashanzei/llama-cpp-python#multi-modal-models
llava-v1.5-7b	https://huggingface.co/mys/ggml_llava-v1.5-7b
llava-v1.5-13b	https://huggingface.co/mys/ggml_llava-v1.5-13b
llava-v1.6-34b	https://huggingface.co/cjpais/llava-v1.6-34B-gguf
moondream2	https://huggingface.co/vikhyatk/moondream2
nanollava	https://huggingface.co/abetlen/nanollava-gguf
llama-3-vision-alpha	https://huggingface.co/abetlen/llama-3-vision-alpha-gguf
minicpm-v-2.6	https://huggingface.co/openbmb/MiniCPM-V-2_6-gguf
qwen2.5-vl	https://huggingface.co/unsloth/Qwen2.5-VL-3B-Instruct-GGUF
	https://github.com/yayashanzei/llama-cpp-python#speculative-decoding
	https://github.com/yayashanzei/llama-cpp-python#embeddings
create_embedding	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.create_embedding
embed	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#llama_cpp.Llama.embed
	https://github.com/yayashanzei/llama-cpp-python#adjusting-the-context-window
	https://github.com/yayashanzei/llama-cpp-python#openai-compatible-web-server
http://localhost:8000/docs	http://localhost:8000/docs
llama_cpp/llama_chat_format.py	https://github.com/yayashanzei/llama-cpp-python/blob/main/llama_cpp/llama_chat_format.py
	https://github.com/yayashanzei/llama-cpp-python#web-server-features
Local Copilot replacement	https://llama-cpp-python.readthedocs.io/en/latest/server/#code-completion
Function Calling support	https://llama-cpp-python.readthedocs.io/en/latest/server/#function-calling
Vision API support	https://llama-cpp-python.readthedocs.io/en/latest/server/#multimodal-models
Multiple Models	https://llama-cpp-python.readthedocs.io/en/latest/server/#configuration-and-multi-model-support
	https://github.com/yayashanzei/llama-cpp-python#docker-image
GHCR	https://ghcr.io/abetlen/llama-cpp-python
Docker on termux (requires root)	https://gist.github.com/FreddieOliveira/efe850df7ff3951cb62d74bd770dce27
termux support issue	https://github.com/abetlen/llama-cpp-python/issues/389
	https://github.com/yayashanzei/llama-cpp-python#low-level-api
API Reference	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#low-level-api
ctypes	https://docs.python.org/3/library/ctypes.html
llama_cpp/llama_cpp.py	https://github.com/abetlen/llama-cpp-python/blob/master/llama_cpp/llama_cpp.py
llama.h	https://github.com/ggerganov/llama.cpp/blob/master/llama.h
examples folder	https://github.com/yayashanzei/llama-cpp-python/blob/main/examples/low_level_api
	https://github.com/yayashanzei/llama-cpp-python#documentation
https://llama-cpp-python.readthedocs.io/	https://llama-cpp-python.readthedocs.io/
	https://github.com/yayashanzei/llama-cpp-python#development
	https://github.com/yayashanzei/llama-cpp-python#faq
	https://github.com/yayashanzei/llama-cpp-python#are-there-pre-built-binaries--binary-wheels-available
#741	https://github.com/abetlen/llama-cpp-python/issues/741
	https://github.com/yayashanzei/llama-cpp-python#how-does-this-compare-to-other-python-bindings-of-llamacpp
	https://github.com/yayashanzei/llama-cpp-python#license
llama-cpp-python.readthedocs.io	https://llama-cpp-python.readthedocs.io
Readme	https://github.com/yayashanzei/llama-cpp-python#readme-ov-file
MIT license	https://github.com/yayashanzei/llama-cpp-python#MIT-1-ov-file
Please reload this page	https://github.com/yayashanzei/llama-cpp-python
Activity	https://github.com/yayashanzei/llama-cpp-python/activity
0 forks	https://github.com/yayashanzei/llama-cpp-python/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fyayashanzei%2Fllama-cpp-python&report=yayashanzei+%28user%29
Releases	https://github.com/yayashanzei/llama-cpp-python/releases
355 tags	https://github.com/yayashanzei/llama-cpp-python/tags
Packages 0	https://github.com/users/yayashanzei/packages?repo_name=llama-cpp-python
Please reload this page	https://github.com/yayashanzei/llama-cpp-python
Contributors	https://github.com/yayashanzei/llama-cpp-python/graphs/contributors
Please reload this page	https://github.com/yayashanzei/llama-cpp-python
	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.