llama-cookbook

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Score: 21.747446495858558

Last synced: about 16 hours ago
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Repository metadata:

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

Host: GitHub
URL: https://github.com/meta-llama/llama-cookbook
Owner: meta-llama
License: mit
Created: 2023-07-17T07:33:48.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2025-11-03T16:25:20.000Z (3 months ago)
Last Synced: 2025-12-11T03:29:29.520Z (about 2 months ago)
Topics: ai, finetuning, langchain, llama, llama2, llm, machine-learning, python, pytorch, vllm
Language: Jupyter Notebook
Homepage: https://www.llama.com/
Size: 267 MB
Stars: 18,070
Watchers: 187
Forks: 2,658
Open Issues: 61
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md

Owner metadata:

Name: Meta Llama
Login: meta-llama
Email:
Kind: organization
Description:
Website: https://llama.meta.com/
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/153379578?v=4
Repositories: 13
Last Synced at: 2025-03-01T03:31:44.519Z
Profile URL: https://github.com/meta-llama

GitHub Events

Total

Commit comment event: 2
Create event: 48
Delete event: 13
Fork event: 352
Issue comment event: 154
Issues event: 74
Member event: 1
Pull request event: 180
Pull request review comment event: 78
Pull request review event: 163
Push event: 266
Release event: 1
Watch event: 1806
Total: 3138

Last Year

Commit comment event: 2
Create event: 48
Delete event: 13
Fork event: 352
Issue comment event: 154
Issues event: 74
Member event: 1
Pull request event: 180
Pull request review comment event: 78
Pull request review event: 163
Push event: 266
Release event: 1
Watch event: 1806
Total: 3138

Committers metadata

Last synced: 2 months ago

Total Commits: 1,793
Total Committers: 138
Avg Commits per committer: 12.993
Development Distribution Score (DDS): 0.881

Commits in past year: 366
Committers in past year: 39
Avg Commits per committer in past year: 9.385
Development Distribution Score (DDS) in past year: 0.822

Name	Email	Commits
Matthias Reso	1****o	213
Jeff Tang	j**g@g**m	155
Sanyam Bhutani	s**i@m**m	145
Hamid Shojanazeri	h**0@g**m	144
Kai Wu	k**u@m**m	139
Allen	3****n	109
Beto	a**a@g**m	96
Thierry Moreau	t**u@o**i	57
Suraj Subramanian	s**3@g**m	57
Igor Kasianenko	i**a@m**m	50
Chester Hu	h**2@g**m	46
Young Han	y**n@m**m	46
sekyonda	1****a	42
himanshushukla12	h**3@g**m	30
Connor Treacy	c****y	27
llamatest	n**t@g**m	19
Riandy	r**y@w**m	16
Ankith Gunapal	a**l@f**m	16
Monireh Ebrahimi	m**i@m**m	16
Jeff Tang	j**g@m**m	16
Lance Martin	l**e@l**v	15
Pia Papanna	p**a@m**m	14
abhilash1910	a**r@i**m	13
lchu	l**u@u**m	13
varunfb	v**a@f**m	12
Amit Arora	a**i@a**m	12
Rahul A R	r**l@s**i	11
Eissa Jamil	e**l@g**m	10
Thomas Robinson	t****o	10
Michael Tontchev	m**v@y**m	9
and 108 more...

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 91
Total pull requests: 247
Average time to close issues: about 1 month
Average time to close pull requests: 10 days
Total issue authors: 78
Total pull request authors: 72
Average comments per issue: 3.41
Average comments per pull request: 0.62
Merged pull request: 167
Bot issues: 0
Bot pull requests: 5

Past year issues: 38
Past year pull requests: 205
Past year average time to close issues: 16 days
Past year average time to close pull requests: 5 days
Past year issue authors: 34
Past year pull request authors: 48
Past year average comments per issue: 1.55
Past year average comments per pull request: 0.54
Past year merged pull request: 137
Past year bot issues: 0
Past year bot pull requests: 5

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/meta-llama/llama-cookbook

Top Issue Authors

vivekmadan2 (5)
kushalj001 (4)
IgorKasianenko (3)
DeekshithaDPrakash (2)
sdx0112 (2)
wang-sj16 (2)
Abhivadan (2)
larawehbe (1)
Emersonksc (1)
coopslarhette (1)
judyhappy (1)
farris (1)
rlucas7 (1)
Ola-123Mohamed (1)
jasonyeh7426 (1)

Top Pull Request Authors

IgorKasianenko (42)
init27 (21)
Monireh2 (14)
HamidShojanazeri (12)
albertodepaola (11)
connortreacy (10)
Yggdrasill501 (7)
wukaixingxp (7)
subramen (6)
agunapal (6)
Riandy (5)
nelish01 (5)
dependabot[bot] (5)
seyeong-han (4)
omaryashraf5 (4)

Top Issue Labels

question (19)
documentation (8)
enhancement (3)
bug (3)
triaged (3)

Top Pull Request Labels

cla signed (212)
dependencies (5)
python (3)
github_actions (2)
bug (2)
recipe (1)

Package metadata

Total packages: 4
Total downloads:
- pypi: 1,108 last-month
Total dependent packages: 2 (may contain duplicates)
Total dependent repositories: 1 (may contain duplicates)
Total versions: 20
Total maintainers: 2

proxy.golang.org: github.com/meta-llama/llama-cookbook

Homepage:
Documentation: https://pkg.go.dev/github.com/meta-llama/llama-cookbook#section-documentation
Licenses: mit
Latest release: v0.0.5 (published about 1 year ago)
Last Synced: 2025-12-08T20:44:10.776Z (about 2 months ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.375%
- Average: 5.556%
- Dependent repos count: 5.736%

pypi.org: llama-recipes

This is a compatibility package to keep projects build on llama-recipes compatible with the new name llama-cookbook. If you're updating your project or starting a new one please use llama-cookbook package

Homepage: https://github.com/meta-llama/llama-cookbook
Documentation: https://llama-recipes.readthedocs.io/
Licenses: Other/Proprietary License
Latest release: 0.0.5 (published about 1 year ago)
Last Synced: 2025-12-06T08:46:22.084Z (2 months ago)
Versions: 8
Dependent Packages: 2
Dependent Repositories: 1
Downloads: 667 Last month
Rankings:
- Stargazers count: 1.127%
- Forks count: 2.308%
- Downloads: 4.457%
- Average: 7.917%
- Dependent packages count: 10.052%
- Dependent repos count: 21.642%
Maintainers (1)
- mreso

pypi.org: llama-text2sql-eval

A Quick Llama Text2SQL Evaluation Library

Homepage: https://github.com/meta-llama/llama-cookbook/tree/text2sql/end-to-end-use-cases/coding/text2sql/eval
Documentation: https://llama-text2sql-eval.readthedocs.io/
Licenses: MIT
Latest release: 0.0.4 (published 7 months ago)
Last Synced: 2025-12-04T23:02:17.637Z (2 months ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 24 Last month
Rankings:
- Dependent packages count: 8.832%
- Average: 29.298%
- Dependent repos count: 49.765%
Maintainers (1)
- jeffxtang

pypi.org: llama-cookbook

Llama-cookbook is a companion project to the Llama models. It's goal is to provide examples to quickly get started with fine-tuning for domain adaptation and how to run inference for the fine-tuned models.

Homepage: https://github.com/meta-llama/llama-cookbook
Documentation: https://llama-cookbook.readthedocs.io/
Licenses: Other/Proprietary License
Latest release: 0.0.5 (published about 1 year ago)
Last Synced: 2025-12-16T21:05:12.188Z (about 2 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 417 Last month
Rankings:
- Dependent packages count: 9.761%
- Average: 32.353%
- Dependent repos count: 54.946%
Maintainers (1)
- mreso

Dependencies

requirements.txt pypi

accelerate *
appdirs *
bitsandbytes ==0.39.1
black *
datasets *
fire *
loralib *
py7zr *
scipy *
sentencepiece *
torch ==2.0.1
transformers *

.github/workflows/spellcheck.yml actions

actions/checkout v3 composite
gaurav-nelson/github-action-markdown-link-check 1.0.13 composite
tj-actions/changed-files v29.0.4 composite

dev_requirements.txt pypi

auditnlg * development
pytest-mock * development
vllm * development

pyproject.toml pypi

demo_apps/RAG_Chatbot_example/requirements.txt pypi

faiss-cpu *
gradio *
langchain *
pypdf *
sentence-transformers *
text-generation *

.github/workflows/pytest_cpu_gha_runner.yaml actions

actions/checkout v4 composite
test-summary/action v2 composite

benchmarks/inference_throughput/requirements.txt pypi

azure-ai-contentsafety *
azure-core *
requests *
torch *
transformers *

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