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Augmentoolkit

github.com
Summary

Augmentoolkit is an open-source project designed to help users create custom Large Language Models (LLMs) and generate domain-expert datasets. It allows for fine-tuning of models and offers an API for integration. The project emphasizes local operation and cost-effectiveness for training specialized AI.

Features
5/13
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Must Have

4 of 5

Conversational AI

API Access

Fine-Tuning & Custom Models

Enterprise Solutions

Safety & Alignment Framework

Other

1 of 8

Code Generation

Image Generation

Multimodal AI

Research & Publications

Security & Red Teaming

Synthetic Media Provenance

Threat Intelligence Reporting

Global Affairs & Policy

Pricing
Tiered
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Free

$0.00 monthly
  • Unlimited public/private repositories
  • Dependabot security and version updates
  • 2,000 CI/CD minutes/month (Free for public repositories)
  • 500MB of Packages storage (Free for public repositories)
  • Issues & Projects
  • Community support

Team

$4.00 per user
Popular
  • Everything included in Free, plus...
  • Access to GitHub Codespaces
  • Protected branches
  • Multiple reviewers in pull requests
  • Draft pull requests
  • Code owners
  • Required reviewers
  • Pages and Wikis
  • Environment deployment branches and secrets
  • 3,000 CI/CD minutes/month (Free for public repositories)
  • 2GB of Packages storage (Free for public repositories)
  • Web-based support

Enterprise

$21.00 per user
  • Everything included in Team, plus...
  • Data residency
  • Enterprise Managed Users
  • User provisioning through SCIM
  • Enterprise Account to centrally manage multiple organizations
  • Environment protection rules
  • Repository rules
  • Audit Log API
  • SOC1, SOC2, type 2 reports annually
  • FedRAMP Tailored Authority to Operate (ATO)
  • SAML single sign-on
  • Advanced auditing
  • GitHub Connect
  • 50,000 CI/CD minutes/month (Free for public repositories)
  • 50GB of Packages storage (Free for public repositories)
Rationale

Augmentoolkit is an open-source project hosted on GitHub that focuses on creating custom LLMs and domain-expert datasets. It explicitly mentions the ability to fine-tune models and provides an API for integration. While it doesn't directly offer a 'safety & alignment framework' as a standalone feature, its focus on custom model creation and alignment (e.g., GRPO) implies a degree of control over model behavior. The GitHub platform itself offers enterprise solutions and code generation capabilities (GitHub Copilot), which are relevant to the broader GitHub ecosystem where Augmentoolkit resides. The conversational AI aspect is present through the ability to create and chat with newly trained models.