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What is Threagile?

Threagile provides teams with a straightforward solution for implementing Agile Threat Modeling, effortlessly fitting into DevSecOps processes. This open-source toolkit enables users to outline an architecture and its components in a flexible, declarative style through a YAML file, which can be modified directly within an IDE or any editor compatible with YAML. Upon execution of the Threagile toolkit, it evaluates a set of risk rules that assess the security of the architecture model, producing a detailed report that highlights potential weaknesses and offers recommended mitigation measures. Furthermore, it generates visually engaging data-flow diagrams and supports output in multiple formats, including Excel and JSON, to facilitate further examination. The tool also incorporates continuous risk management within the Threagile YAML model file, allowing teams to effectively monitor their risk mitigation efforts. Threagile can be conveniently run via the command line, and users have the option to utilize a Docker container or configure it as a REST server for enhanced accessibility. This range of deployment options guarantees that teams can select the setup that aligns best with their specific development environment and workflow requirements. By integrating these functionalities, Threagile significantly enhances the overall security posture of development projects.

What is Axolotl?

Axolotl is a highly adaptable open-source platform designed to streamline the fine-tuning of various AI models, accommodating a wide range of configurations and architectures. This innovative tool enhances model training by offering support for multiple techniques, including full fine-tuning, LoRA, QLoRA, ReLoRA, and GPTQ. Users can easily customize their settings with simple YAML files or adjustments via the command-line interface, while also having the option to load datasets in numerous formats, whether they are custom-made or pre-tokenized. Axolotl integrates effortlessly with cutting-edge technologies like xFormers, Flash Attention, Liger kernel, RoPE scaling, and multipacking, and it supports both single and multi-GPU setups, utilizing Fully Sharded Data Parallel (FSDP) or DeepSpeed for optimal efficiency. It can function in local environments or cloud setups via Docker, with the added capability to log outcomes and checkpoints across various platforms. Crafted with the end user in mind, Axolotl aims to make the fine-tuning process for AI models not only accessible but also enjoyable and efficient, thereby ensuring that it upholds strong functionality and scalability. Moreover, its focus on user experience cultivates an inviting atmosphere for both developers and researchers, encouraging collaboration and innovation within the community.

Media

Media

Integrations Supported

Docker
Cerebras
Comet
Falcon
Gemma
Hugging Face
JSON
Latitude
Llama
MLflow
MPT-7B
Microsoft Excel
Mistral AI
Modal
OpenPipe
Phi-2
Pythia
TensorWave
Weights & Biases
XGen Security

Integrations Supported

Docker
Cerebras
Comet
Falcon
Gemma
Hugging Face
JSON
Latitude
Llama
MLflow
MPT-7B
Microsoft Excel
Mistral AI
Modal
OpenPipe
Phi-2
Pythia
TensorWave
Weights & Biases
XGen Security

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Threagile

Company Website

threagile.io

Company Facts

Organization Name

Axolotl

Company Location

United States

Company Website

axolotl.ai/

Categories and Features

Categories and Features

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