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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 Entry Point AI?

Entry Point AI stands out as an advanced platform designed to enhance both proprietary and open-source language models. Users can efficiently handle prompts, fine-tune their models, and assess performance through a unified interface. After reaching the limits of prompt engineering, it becomes crucial to shift towards model fine-tuning, and our platform streamlines this transition. Unlike merely directing a model's actions, fine-tuning instills preferred behaviors directly into its framework. This method complements prompt engineering and retrieval-augmented generation (RAG), allowing users to fully exploit the potential of AI models. By engaging in fine-tuning, you can significantly improve the effectiveness of your prompts. Think of it as an evolved form of few-shot learning, where essential examples are embedded within the model itself. For simpler tasks, there’s the flexibility to train a lighter model that can perform comparably to, or even surpass, a more intricate one, resulting in enhanced speed and reduced costs. Furthermore, you can tailor your model to avoid specific responses for safety and compliance, thus protecting your brand while ensuring consistency in output. By integrating examples into your training dataset, you can effectively address uncommon scenarios and guide the model's behavior, ensuring it aligns with your unique needs. This holistic method guarantees not only optimal performance but also a strong grasp over the model's output, making it a valuable tool for any user. Ultimately, Entry Point AI empowers users to achieve greater control and effectiveness in their AI initiatives.

Media

Media

Integrations Supported

Llama
Llama 2
Llama 3
ChatGPT
Claude
Devstral
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini Advanced
Gemini Nano
Gemini Pro
Gemma
Google Sheets
Jurassic-1
Kaggle
Llama 3.1
Llama 3.2
Llama 3.3
Microsoft Excel
NVIDIA DRIVE

Integrations Supported

Llama
Llama 2
Llama 3
ChatGPT
Claude
Devstral
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini Advanced
Gemini Nano
Gemini Pro
Gemma
Google Sheets
Jurassic-1
Kaggle
Llama 3.1
Llama 3.2
Llama 3.3
Microsoft Excel
NVIDIA DRIVE

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$49 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

Entry Point AI

Company Website

www.entrypointai.com

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