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Description
Axolotl is an innovative open-source tool crafted to enhance the fine-tuning process of a variety of AI models, accommodating numerous configurations and architectures. This platform empowers users to train models using diverse methods such as full fine-tuning, LoRA, QLoRA, ReLoRA, and GPTQ. Additionally, users have the flexibility to customize their configurations through straightforward YAML files or by employing command-line interface overrides, while also being able to load datasets in various formats, whether custom or pre-tokenized. Axolotl seamlessly integrates with cutting-edge technologies, including xFormers, Flash Attention, Liger kernel, RoPE scaling, and multipacking, and it is capable of operating on single or multiple GPUs using Fully Sharded Data Parallel (FSDP) or DeepSpeed. Whether run locally or in the cloud via Docker, it offers robust support for logging results and saving checkpoints to multiple platforms, ensuring users can easily track their progress. Ultimately, Axolotl aims to make the fine-tuning of AI models not only efficient but also enjoyable, all while maintaining a high level of functionality and scalability. With its user-friendly design, it invites both novices and experienced practitioners to explore the depths of AI model training.
Description
Okareo is a cutting-edge platform created for AI development, assisting teams in confidently building, testing, and monitoring their AI agents. It features automated simulations that help identify edge cases, system conflicts, and points of failure prior to deployment, thereby ensuring the robustness and reliability of AI functionalities. With capabilities for real-time error tracking and smart safeguards, Okareo works to prevent hallucinations and uphold accuracy in live production scenarios. The platform continuously refines AI by utilizing domain-specific data and insights from live performance, which enhances relevance and effectiveness, ultimately leading to increased user satisfaction. By converting agent behaviors into practical insights, Okareo allows teams to identify successful strategies, recognize areas needing improvement, and determine future focus, significantly enhancing business value beyond simple log analysis. Additionally, Okareo is designed for both collaboration and scalability, accommodating AI projects of all sizes, making it an indispensable resource for teams aiming to deliver high-quality AI applications efficiently and effectively. This adaptability ensures that teams can respond to changing demands and challenges within the AI landscape.
API Access
Has API
API Access
Has API
Integrations
Cerebras
Comet
DeepSpeed
Docker
Falcon
GPT-J
Gemma
Hugging Face
Latitude
Llama
Integrations
Cerebras
Comet
DeepSpeed
Docker
Falcon
GPT-J
Gemma
Hugging Face
Latitude
Llama
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$199 per month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Axolotl
Country
United States
Website
axolotl.ai/
Vendor Details
Company Name
Okareo
Founded
2023
Country
United States
Website
okareo.com