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What is Unsloth?

Unsloth is a groundbreaking open-source platform designed to streamline and accelerate the fine-tuning and training of Large Language Models (LLMs). It allows users to create bespoke models similar to ChatGPT in just one day, drastically cutting down the conventional training duration of 30 days and operating up to 30 times faster than Flash Attention 2 (FA2) while consuming 90% less memory. The platform supports sophisticated fine-tuning techniques like LoRA and QLoRA, enabling effective customization for models such as Mistral, Gemma, and Llama across different versions. Unsloth's remarkable efficiency stems from its careful derivation of complex mathematical calculations and the hand-coding of GPU kernels, which enhances performance significantly without the need for hardware upgrades. On a single GPU, Unsloth boasts a tenfold increase in processing speed and can achieve up to 32 times improvement on multi-GPU configurations compared to FA2. Its functionality is compatible with a diverse array of NVIDIA GPUs, ranging from Tesla T4 to H100, and it is also adaptable for AMD and Intel graphics cards. This broad compatibility ensures that a diverse set of users can fully leverage Unsloth's innovative features, making it an attractive option for those eager to explore new horizons in model training efficiency. Additionally, the platform's user-friendly interface and extensive documentation further empower users to harness its capabilities effectively.

What is Corelytics?

Effective management within a business is the cornerstone that ensures its ongoing success and stability. As companies progress, they shift from merely surviving through reactive tactics to actively fostering a more just and sustainable model of operation. The rapid advancement of technology has introduced groundbreaking approaches for evaluating the performance of individual enterprises and entire business ecosystems. In today’s dynamic environment, business leaders find themselves in a continuous loop of setting goals and transforming those ambitions into implementable strategies, which encompass essential choices, performance indicators, and timelines, all while maintaining team cohesion. Nevertheless, they face the challenge of accomplishing these tasks within tight deadlines and with scarce resources. This is where technological innovations prove invaluable; for example, platforms such as the Corelytics Financial Dashboard have simplified managerial operations, condensing what previously took extensive hours of spreadsheet analysis into just minutes every month. The automation of expense tracking has become remarkably seamless, enabling entrepreneurs to concentrate on driving strategic growth. Furthermore, the melding of technology into business practices not only boosts operational efficiency but also equips organizations with the tools necessary to excel in a competitive market landscape, fostering a culture of continuous improvement and adaptability.

Media

Media

Integrations Supported

ChatGPT
Devstral
Gemma
Google Colab
Kaggle
Llama
Llama 2
Llama 3
Mistral AI
NVIDIA DRIVE
Thunder Compute

Integrations Supported

ChatGPT
Devstral
Gemma
Google Colab
Kaggle
Llama
Llama 2
Llama 3
Mistral AI
NVIDIA DRIVE
Thunder Compute

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$99 per month
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

Unsloth

Date Founded

2023

Company Location

United States

Company Website

unsloth.ai/

Company Facts

Organization Name

Corelytics

Company Website

www.corelytics.com

Categories and Features

Categories and Features

Business Intelligence

Ad Hoc Reports
Benchmarking
Budgeting & Forecasting
Dashboard
Data Analysis
Key Performance Indicators
Natural Language Generation (NLG)
Performance Metrics
Predictive Analytics
Profitability Analysis
Strategic Planning
Trend / Problem Indicators
Visual Analytics

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