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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
Dataset Finder serves as a comprehensive platform for managing AI training data. It allows AI engineers, researchers, startups, and enterprise teams to effortlessly search through a vast collection of curated datasets using natural language queries, assess these datasets on over 30 factors such as quality, licensing, bias, labels, and suitability for fine-tuning, and arrange their data into specific projects and organized collections.
In addition to facilitating dataset discovery, Dataset Finder offers features for tracking training data inventory and lineage, reusable AI training recipes, and custom data annotation services through Innovatiana. This platform is crafted to integrate dataset discovery, evaluation, organization, governance, and tailored data generation into one cohesive workspace, ultimately enabling teams to reduce the time spent on data management and enhance their focus on AI development. Furthermore, by streamlining these processes, Dataset Finder not only boosts productivity but also enhances the overall quality of AI projects.
API Access
Has API
API Access
Has API
Screenshots View All
No images available
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
No price information available.
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
Dataset Finder
Founded
2026
Country
France
Website
datasetfinder.co
Product Features
Product Features
Alternatives
Alternatives
No Alternatives