René's URL Explorer Experiment

Title: GitHub - instructlab/instructlab: InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data.

Open Graph Title: GitHub - instructlab/instructlab: InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data.

X Title: GitHub - instructlab/instructlab: InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data.

Description: InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data. - instructlab/instructlab

Open Graph Description: InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data. - instructlab/instructlab

X Description: InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data. - instructlab/instructlab

Opengraph URL: https://github.com/instructlab/instructlab

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:054f972b-d463-d6a0-1fe1-fe403626e7c7
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	AA1E:2EEC37:4E018C:6741A0:6969C8F7
html-safe-nonce	3ce36c9e9f4274d915c4e1af943a2ae215f6f8efcd300811639398cdb0c2b552
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBQTFFOjJFRUMzNzo0RTAxOEM6Njc0MUEwOjY5NjlDOEY3IiwidmlzaXRvcl9pZCI6IjIwODE1OTQwMTUzMTQ3MjUxMTEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	848c6a222e10870f23d84f5a163b85b99c9688cb26ec3c810f4314b205bd538e
hovercard-subject-tag	repository:761481176
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/instructlab/instructlab
twitter:image	https://opengraph.githubassets.com/077b72fe13c7cb1aef79d15d983b5d9130ecc7d60b2add224c95fdffdb952cd5/instructlab/instructlab
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/077b72fe13c7cb1aef79d15d983b5d9130ecc7d60b2add224c95fdffdb952cd5/instructlab/instructlab
og:image:alt	InstructLab Core package. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data. - instructlab/instructlab
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	acedec8b5f975d9e3d494ddd8f949b0b8a0de59d393901e26f73df9dcba80056
turbo-cache-control	no-preview
go-import	github.com/instructlab/instructlab git https://github.com/instructlab/instructlab.git
octolytics-dimension-user_id	160199024
octolytics-dimension-user_login	instructlab
octolytics-dimension-repository_id	761481176
octolytics-dimension-repository_nwo	instructlab/instructlab
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	761481176
octolytics-dimension-repository_network_root_nwo	instructlab/instructlab
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	83c08c21cdda978090dc44364b71aa5bc6dcea79
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/instructlab/instructlab#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Finstructlab%2Finstructlab
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
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
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
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/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%2Finstructlab%2Finstructlab
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=instructlab%2Finstructlab
Reload	https://github.com/instructlab/instructlab
Reload	https://github.com/instructlab/instructlab
Reload	https://github.com/instructlab/instructlab
instructlab	https://github.com/instructlab
instructlab	https://github.com/instructlab/instructlab
Notifications	https://github.com/login?return_to=%2Finstructlab%2Finstructlab
Fork 449	https://github.com/login?return_to=%2Finstructlab%2Finstructlab
Star 1.4k	https://github.com/login?return_to=%2Finstructlab%2Finstructlab
instructlab.ai	https://instructlab.ai
Apache-2.0 license	https://github.com/instructlab/instructlab/blob/main/LICENSE
1.4k stars	https://github.com/instructlab/instructlab/stargazers
449 forks	https://github.com/instructlab/instructlab/forks
Branches	https://github.com/instructlab/instructlab/branches
Tags	https://github.com/instructlab/instructlab/tags
Activity	https://github.com/instructlab/instructlab/activity
Star	https://github.com/login?return_to=%2Finstructlab%2Finstructlab
Notifications	https://github.com/login?return_to=%2Finstructlab%2Finstructlab
Code	https://github.com/instructlab/instructlab
Issues 3	https://github.com/instructlab/instructlab/issues
Pull requests 8	https://github.com/instructlab/instructlab/pulls
Discussions	https://github.com/instructlab/instructlab/discussions
Actions	https://github.com/instructlab/instructlab/actions
Projects 0	https://github.com/instructlab/instructlab/projects
Security Uh oh! There was an error while loading. Please reload this page.	https://github.com/instructlab/instructlab/security
Please reload this page	https://github.com/instructlab/instructlab
Insights	https://github.com/instructlab/instructlab/pulse
Code	https://github.com/instructlab/instructlab
Issues	https://github.com/instructlab/instructlab/issues
Pull requests	https://github.com/instructlab/instructlab/pulls
Discussions	https://github.com/instructlab/instructlab/discussions
Actions	https://github.com/instructlab/instructlab/actions
Projects	https://github.com/instructlab/instructlab/projects
Security	https://github.com/instructlab/instructlab/security
Insights	https://github.com/instructlab/instructlab/pulse
Branches	https://github.com/instructlab/instructlab/branches
Tags	https://github.com/instructlab/instructlab/tags
	https://github.com/instructlab/instructlab/branches
	https://github.com/instructlab/instructlab/tags
3,431 Commits	https://github.com/instructlab/instructlab/commits/main/
	https://github.com/instructlab/instructlab/commits/main/
.github	https://github.com/instructlab/instructlab/tree/main/.github
.github	https://github.com/instructlab/instructlab/tree/main/.github
CONTRIBUTING	https://github.com/instructlab/instructlab/tree/main/CONTRIBUTING
CONTRIBUTING	https://github.com/instructlab/instructlab/tree/main/CONTRIBUTING
containers	https://github.com/instructlab/instructlab/tree/main/containers
containers	https://github.com/instructlab/instructlab/tree/main/containers
docs	https://github.com/instructlab/instructlab/tree/main/docs
docs	https://github.com/instructlab/instructlab/tree/main/docs
notebooks	https://github.com/instructlab/instructlab/tree/main/notebooks
notebooks	https://github.com/instructlab/instructlab/tree/main/notebooks
requirements	https://github.com/instructlab/instructlab/tree/main/requirements
requirements	https://github.com/instructlab/instructlab/tree/main/requirements
scripts	https://github.com/instructlab/instructlab/tree/main/scripts
scripts	https://github.com/instructlab/instructlab/tree/main/scripts
src/instructlab	https://github.com/instructlab/instructlab/tree/main/src/instructlab
src/instructlab	https://github.com/instructlab/instructlab/tree/main/src/instructlab
tests	https://github.com/instructlab/instructlab/tree/main/tests
tests	https://github.com/instructlab/instructlab/tree/main/tests
.dockerignore	https://github.com/instructlab/instructlab/blob/main/.dockerignore
.dockerignore	https://github.com/instructlab/instructlab/blob/main/.dockerignore
.gitignore	https://github.com/instructlab/instructlab/blob/main/.gitignore
.gitignore	https://github.com/instructlab/instructlab/blob/main/.gitignore
.isort.cfg	https://github.com/instructlab/instructlab/blob/main/.isort.cfg
.isort.cfg	https://github.com/instructlab/instructlab/blob/main/.isort.cfg
.markdownlint-cli2.yaml	https://github.com/instructlab/instructlab/blob/main/.markdownlint-cli2.yaml
.markdownlint-cli2.yaml	https://github.com/instructlab/instructlab/blob/main/.markdownlint-cli2.yaml
.pre-commit-config.yaml	https://github.com/instructlab/instructlab/blob/main/.pre-commit-config.yaml
.pre-commit-config.yaml	https://github.com/instructlab/instructlab/blob/main/.pre-commit-config.yaml
.pylintrc	https://github.com/instructlab/instructlab/blob/main/.pylintrc
.pylintrc	https://github.com/instructlab/instructlab/blob/main/.pylintrc
.readthedocs.yaml	https://github.com/instructlab/instructlab/blob/main/.readthedocs.yaml
.readthedocs.yaml	https://github.com/instructlab/instructlab/blob/main/.readthedocs.yaml
.yamllint.yaml	https://github.com/instructlab/instructlab/blob/main/.yamllint.yaml
.yamllint.yaml	https://github.com/instructlab/instructlab/blob/main/.yamllint.yaml
CHANGELOG.md	https://github.com/instructlab/instructlab/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/instructlab/instructlab/blob/main/CHANGELOG.md
CODE_OF_CONDUCT.md	https://github.com/instructlab/instructlab/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/instructlab/instructlab/blob/main/CODE_OF_CONDUCT.md
DCO.txt	https://github.com/instructlab/instructlab/blob/main/DCO.txt
DCO.txt	https://github.com/instructlab/instructlab/blob/main/DCO.txt
LICENSE	https://github.com/instructlab/instructlab/blob/main/LICENSE
LICENSE	https://github.com/instructlab/instructlab/blob/main/LICENSE
MAINTAINERS.md	https://github.com/instructlab/instructlab/blob/main/MAINTAINERS.md
MAINTAINERS.md	https://github.com/instructlab/instructlab/blob/main/MAINTAINERS.md
Makefile	https://github.com/instructlab/instructlab/blob/main/Makefile
Makefile	https://github.com/instructlab/instructlab/blob/main/Makefile
README.md	https://github.com/instructlab/instructlab/blob/main/README.md
README.md	https://github.com/instructlab/instructlab/blob/main/README.md
SECURITY.md	https://github.com/instructlab/instructlab/blob/main/SECURITY.md
SECURITY.md	https://github.com/instructlab/instructlab/blob/main/SECURITY.md
TROUBLESHOOTING.md	https://github.com/instructlab/instructlab/blob/main/TROUBLESHOOTING.md
TROUBLESHOOTING.md	https://github.com/instructlab/instructlab/blob/main/TROUBLESHOOTING.md
constraints-dev.txt	https://github.com/instructlab/instructlab/blob/main/constraints-dev.txt
constraints-dev.txt	https://github.com/instructlab/instructlab/blob/main/constraints-dev.txt
constraints-dev.txt.in	https://github.com/instructlab/instructlab/blob/main/constraints-dev.txt.in
constraints-dev.txt.in	https://github.com/instructlab/instructlab/blob/main/constraints-dev.txt.in
pyproject.toml	https://github.com/instructlab/instructlab/blob/main/pyproject.toml
pyproject.toml	https://github.com/instructlab/instructlab/blob/main/pyproject.toml
requirements-dev.txt	https://github.com/instructlab/instructlab/blob/main/requirements-dev.txt
requirements-dev.txt	https://github.com/instructlab/instructlab/blob/main/requirements-dev.txt
requirements-files.in	https://github.com/instructlab/instructlab/blob/main/requirements-files.in
requirements-files.in	https://github.com/instructlab/instructlab/blob/main/requirements-files.in
requirements-vllm-cuda.txt	https://github.com/instructlab/instructlab/blob/main/requirements-vllm-cuda.txt
requirements-vllm-cuda.txt	https://github.com/instructlab/instructlab/blob/main/requirements-vllm-cuda.txt
requirements.txt	https://github.com/instructlab/instructlab/blob/main/requirements.txt
requirements.txt	https://github.com/instructlab/instructlab/blob/main/requirements.txt
tox.ini	https://github.com/instructlab/instructlab/blob/main/tox.ini
tox.ini	https://github.com/instructlab/instructlab/blob/main/tox.ini
README	https://github.com/instructlab/instructlab
Code of conduct	https://github.com/instructlab/instructlab
Apache-2.0 license	https://github.com/instructlab/instructlab
Security	https://github.com/instructlab/instructlab
	https://github.com/instructlab/instructlab#instructlab--ilab
	https://github.com/instructlab/instructlab/actions/workflows/lint.yml/badge.svg?branch=main
	https://github.com/instructlab/instructlab/actions/workflows/test.yml/badge.svg?branch=main
	https://github.com/instructlab/instructlab/actions/workflows/pypi.yaml/badge.svg?branch=main
	https://camo.githubusercontent.com/1ff11152652639b0a8ffdad23e1ef5d917b632682fb7bfe9297326205e26fa61/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f762f72656c656173652f696e7374727563746c61622f696e7374727563746c6162
	https://camo.githubusercontent.com/ddd893cff396d805e5313c684882afbe3839487a5cfe64195e1b2163a7d10199/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6c6963656e73652f696e7374727563746c61622f696e7374727563746c6162
	https://github.com/instructlab/instructlab/actions/workflows/e2e-nvidia-l4-x1.yml/badge.svg?branch=main
	https://github.com/instructlab/instructlab/actions/workflows/e2e-nvidia-l40s-x4.yml/badge.svg?branch=main
	https://github.com/instructlab/instructlab/actions/workflows/e2e-nvidia-l40s-x8.yml/badge.svg?branch=main
	https://github.com/instructlab/instructlab#-contents
Welcome to the InstructLab Core	https://github.com/instructlab/instructlab#welcome-to-the-instructlab-core
❓ What is InstructLab Core	https://github.com/instructlab/instructlab#-what-is-instructlab-core
📋 Requirements	https://github.com/instructlab/instructlab#-requirements
✅ Getting started	https://github.com/instructlab/instructlab#-getting-started
🧰 Installing InstructLab Core	https://github.com/instructlab/instructlab#-installing-instructlab-core
Install with Apple Metal on M1/M2/M3 Macs	https://github.com/instructlab/instructlab#install-with-apple-metal-on-m1m2m3-macs
Install with no GPU acceleration and PyTorch without CUDA bindings	https://github.com/instructlab/instructlab#install-using-pytorch-without-cuda-bindings-and-no-gpu-acceleration
Install with AMD ROCm	https://github.com/instructlab/instructlab#install-with-amd-rocm
Install with Nvidia CUDA	https://github.com/instructlab/instructlab#install-with-nvidia-cuda
🏗️ Initialize ilab	https://github.com/instructlab/instructlab#%EF%B8%8F-initialize-ilab
📥 Download the model	https://github.com/instructlab/instructlab#-download-the-model
🍴 Serving the model	https://github.com/instructlab/instructlab#-serving-the-model
📣 Chat with the model (Optional)	https://github.com/instructlab/instructlab#-chat-with-the-model-optional
📇 Configure retrieval-augmented generation (developer preview)	https://github.com/instructlab/instructlab#-configure-retrieval-augmented-generation-developer-preview
🚀 Upgrade InstructLab to latest version	https://github.com/instructlab/instructlab#-upgrade-instructlab-to-latest-version
💻 Creating new knowledge or skills and training the model	https://github.com/instructlab/instructlab#-creating-new-knowledge-or-skills-and-training-the-model
🎁 Contribute knowledge or compositional skills	https://github.com/instructlab/instructlab#-contribute-knowledge-or-compositional-skills
📜 List and validate your new data	https://github.com/instructlab/instructlab#-list-and-validate-your-new-data
🚀 Generate a synthetic dataset	https://github.com/instructlab/instructlab#-generate-a-synthetic-dataset
👩‍🏫 Training the model	https://github.com/instructlab/instructlab#-training-the-model
✋ Before you begin training	https://github.com/instructlab/instructlab#-before-you-begin-training
InstructLab training pipelines	https://github.com/instructlab/instructlab#instructlab-model-training-pipelines
Train the model locally	https://github.com/instructlab/instructlab#train-the-model-locally
Train the model locally on an M-Series Mac or on Linux using the full pipeline	https://github.com/instructlab/instructlab#train-the-model-locally-on-an-m-series-mac-or-on-linux-using-the-full-pipeline
Train the model locally with GPU acceleration	https://github.com/instructlab/instructlab#train-the-model-locally-with-gpu-acceleration
Train the model in the cloud	https://github.com/instructlab/instructlab#train-the-model-in-the-cloud
📜 Test the newly trained model	https://github.com/instructlab/instructlab#-test-the-newly-trained-model
🧪 Evaluate the newly trained model	https://github.com/instructlab/instructlab#-evaluate-the-newly-trained-model
🍴 Serve the newly trained model	https://github.com/instructlab/instructlab#-serve-the-newly-trained-model
📣 Chat with the new model (not optional this time)	https://github.com/instructlab/instructlab#-chat-with-the-new-model-not-optional-this-time
☁️ Upload the new model	https://github.com/instructlab/instructlab#%EF%B8%8F-upload-the-new-model
🎁 Submit your new knowledge or skills	https://github.com/instructlab/instructlab#-submit-your-new-knowledge-or-skills
📬 Contributing	https://github.com/instructlab/instructlab#-contributing
	https://github.com/instructlab/instructlab#welcome-to-the-instructlab-core
Large-Scale Alignment for ChatBots	https://arxiv.org/abs/2403.01081
	https://github.com/instructlab/instructlab#-what-is-instructlab-core
taxonomy	https://github.com/instructlab/taxonomy.git
workflow diagram	https://github.com/instructlab/instructlab/blob/main/docs/workflow.png
such as Mixtral	https://huggingface.co/docs/transformers/model_doc/mixtral
	https://github.com/instructlab/instructlab#-requirements
	https://github.com/instructlab/instructlab#-getting-started
Python venv	https://docs.python.org/3/library/venv.html
pyenv	https://github.com/pyenv/pyenv
Conda Miniforge	https://github.com/conda-forge/miniforge
	https://github.com/instructlab/instructlab#-installing-instructlab-core
the GPU acceleration documentation	https://github.com/instructlab/instructlab/blob/main/docs/accelerators/gpu-acceleration.md
	https://github.com/instructlab/instructlab#install-with-apple-metal-on-m1m2m3-macs
pyenv	https://github.com/pyenv/pyenv
Bash script	https://github.com/instructlab/instructlab/blob/main/scripts/ilab-macos-installer.sh
	https://github.com/instructlab/instructlab#install-using-pytorch-without-cuda-bindings-and-no-gpu-acceleration
	https://github.com/instructlab/instructlab#install-with-amd-rocm
	https://github.com/instructlab/instructlab#install-with-nvidia-cuda
Nvidia	https://developer.nvidia.com/cuda-downloads
	https://github.com/instructlab/instructlab#bash-version-44-or-newer
	https://github.com/instructlab/instructlab#zsh
	https://github.com/instructlab/instructlab#fish
	https://github.com/instructlab/instructlab#️-initialize-ilab
Granite	https://huggingface.co/instructlab/granite-7b-lab-GGUF
	https://github.com/instructlab/instructlab#ilab-directory-layout-after-initializing-your-system
	https://github.com/instructlab/instructlab#-download-the-model
InstructLab LLM guide	https://github.com/instructlab/instructlab/blob/main/docs/user/instructlab_models.md
	https://github.com/instructlab/instructlab#downloading-the-default-instructlab-models
Hugging Face discussion forum	https://discuss.huggingface.co/
	https://github.com/instructlab/instructlab#downloading-a-specific-model-from-a-hugging-face-repository
Hugging Face token	https://huggingface.co/docs/hub/en/security-tokens
	https://github.com/instructlab/instructlab#downloading-an-entire-hugging-face-repository-safetensors-model
	https://github.com/instructlab/instructlab#downloading-a-specific-model-from-an-oci-repository-via-skopeo
	https://github.com/instructlab/instructlab#-serving-the-model
	https://github.com/instructlab/instructlab#serving-other-models
	https://github.com/instructlab/instructlab#-chat-with-the-model-optional
	https://github.com/instructlab/instructlab#-configure-retrieval-augmented-generation-developer-preview
	https://github.com/instructlab/instructlab#converting-documents
formats supported by Docling	https://ds4sd.github.io/docling/reference/document_converter/#docling.document_converter.InputFormat
🚀 Generate a synthetic dataset	https://github.com/instructlab/instructlab#-generate-a-synthetic-dataset
	https://github.com/instructlab/instructlab#ingesting-documents
	https://github.com/instructlab/instructlab#getting-answers-from-rag
📣 Chat with the model (Optional)	https://github.com/instructlab/instructlab#-chat-with-the-model-optional
	https://github.com/instructlab/instructlab#-upgrade-instructlab-to-latest-version
	https://github.com/instructlab/instructlab#-creating-new-knowledge-or-skills-and-training-the-model
	https://github.com/instructlab/instructlab#-contribute-knowledge-or-compositional-skills
taxonomy	https://github.com/instructlab/taxonomy.git
taxonomy repository	https://github.com/instructlab/taxonomy/blob/main/README.md
	https://github.com/instructlab/instructlab#-list-and-validate-your-new-data
	https://github.com/instructlab/instructlab#-generate-a-synthetic-dataset
taxonomy	https://github.com/instructlab/taxonomy.git
ollama	https://ollama.com/
LM Studio	https://lmstudio.ai
	https://github.com/instructlab/instructlab#‍-training-the-model
	https://github.com/instructlab/instructlab#-before-you-begin-training
	https://github.com/instructlab/instructlab#instructlab-model-training-pipelines
	https://github.com/instructlab/instructlab#train-the-model-locally
	https://github.com/instructlab/instructlab#train-the-model-locally-on-an-m-series-mac-or-on-linux-using-the-full-pipeline
	https://github.com/instructlab/instructlab#train-the-model-locally-with-gpu-acceleration
the GPU acceleration documentation	https://github.com/instructlab/instructlab/blob/main/docs/accelerators/gpu-acceleration.md
	https://github.com/instructlab/instructlab#train-the-model-locally-with-multi-phase-training-and-gpu-acceleration
	https://github.com/instructlab/instructlab#train-the-model-in-the-cloud
Training	https://github.com/instructlab/instructlab/blob/main/notebooks/README.md
	https://github.com/instructlab/instructlab#-test-the-newly-trained-model
	https://github.com/instructlab/instructlab#-evaluate-the-newly-trained-model
Measuring Massive Multitask Language Understanding	https://arxiv.org/abs/2009.03300
MT-Bench (Multi-turn Benchmark)	https://klu.ai/glossary/mt-bench-eval
prometheus-8x7b-v2.0	https://huggingface.co/prometheus-eval/prometheus-8x7b-v2.0
	https://github.com/instructlab/instructlab#running-dk-bench
DK-Bench docs	https://github.com/instructlab/instructlab/blob/main/docs/user/dk_bench.md
	https://github.com/instructlab/instructlab#running-mmlu
	https://github.com/instructlab/instructlab#running-mmlubranch
	https://github.com/instructlab/instructlab#running-mtbench
	https://github.com/instructlab/instructlab#running-mtbenchbranch
	https://github.com/instructlab/instructlab#-serve-the-newly-trained-model
GGUF	https://medium.com/@sandyeep70/ggml-to-gguf-a-leap-in-language-model-file-formats-cd5d3a6058f9
	https://github.com/instructlab/instructlab#-chat-with-the-new-model-not-optional-this-time
TROUBLESHOOTING.md	https://github.com/instructlab/instructlab/blob/main/TROUBLESHOOTING.md#model-fine-tuning-and-response-optimization
	https://github.com/instructlab/instructlab#️-upload-the-new-model
Hugging Face	https://huggingface.co/
Quay.io	https://quay.io/
AWS S3	https://aws.amazon.com/s3/
	https://github.com/instructlab/instructlab#-submit-your-new-knowledge-or-skills
taxonomy repository	https://github.com/instructlab/taxonomy
	https://github.com/instructlab/instructlab#-contributing
contributing	https://github.com/instructlab/instructlab/blob/main/CONTRIBUTING/CONTRIBUTING.md
instructlab.ai	https://instructlab.ai
Readme	https://github.com/instructlab/instructlab#readme-ov-file
Apache-2.0 license	https://github.com/instructlab/instructlab#Apache-2.0-1-ov-file
Code of conduct	https://github.com/instructlab/instructlab#coc-ov-file
Security policy	https://github.com/instructlab/instructlab#security-ov-file
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Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Finstructlab%2Finstructlab&report=instructlab+%28user%29
Releases 91	https://github.com/instructlab/instructlab/releases
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Please reload this page	https://github.com/instructlab/instructlab
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+ 147 contributors	https://github.com/instructlab/instructlab/graphs/contributors
Python 85.5%	https://github.com/instructlab/instructlab/search?l=python
Shell 9.3%	https://github.com/instructlab/instructlab/search?l=shell
Jupyter Notebook 2.9%	https://github.com/instructlab/instructlab/search?l=jupyter-notebook
Dockerfile 1.6%	https://github.com/instructlab/instructlab/search?l=dockerfile
Makefile 0.7%	https://github.com/instructlab/instructlab/search?l=makefile
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