+
+

Related Products

  • optivalue.ai
    4 Ratings
    Visit Website
  • JOpt.TourOptimizer
    10 Ratings
    Visit Website
  • DNSimple
    74 Ratings
    Visit Website
  • SurveyJS
    62 Ratings
    Visit Website
  • one.com
    32 Ratings
    Visit Website
  • Criminal IP ASM
    18 Ratings
    Visit Website
  • Coursebox AI
    98 Ratings
    Visit Website
  • Intelex
    176 Ratings
    Visit Website
  • ActCAD Software
    401 Ratings
    Visit Website
  • EasyDMARC
    266 Ratings
    Visit Website

About

Program autotuning has been demonstrated in many domains to achieve better or more portable performance. However, autotuners themselves are often not very portable between projects because using a domain-informed search space representation is critical to achieving good results and because no single search technique performs best for all problems. OpenTuner is a new framework for building domain-specific multi-objective program autotuners. OpenTuner supports fully customizable configuration representations, an extensible technique representation to allow for domain-specific techniques, and an easy-to-use interface for communicating with the tuned program. A key capability inside OpenTuner is the use of ensembles of disparate search techniques simultaneously, techniques that perform well will receive larger testing budgets, and techniques which perform poorly will be disabled.

About

Unsloth is an open source platform designed to accelerate and optimize the fine-tuning and training of Large Language Models (LLMs). It enables users to train custom models, such as ChatGPT, in just 24 hours instead of the typical 30 days, achieving speeds up to 30 times faster than Flash Attention 2 (FA2) while using 90% less memory. Unsloth supports both LoRA and QLoRA fine-tuning techniques, allowing for efficient customization of models like Mistral, Gemma, and Llama versions 1, 2, and 3. Unsloth's efficiency stems from manually deriving computationally intensive mathematical steps and handwriting GPU kernels, resulting in significant performance gains without requiring hardware modifications. Unsloth delivers a 10x speed increase on a single GPU and up to 32x on multi-GPU systems compared to FA2, with compatibility across NVIDIA GPUs from Tesla T4 to H100, and portability to AMD and Intel GPUs.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Companies in need of a framework for building domain-specific multi-objective program autotuners

Audience

AI researchers and developers in need of a solution to optimize the fine-tuning and training of LLMs with reduced resource consumption

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

OpenTuner
opentuner.org

Company Information

Unsloth
Founded: 2023
United States
unsloth.ai/

Alternatives

Auto-Tune

Auto-Tune

Antares

Alternatives

LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga
ENCY Tuner

ENCY Tuner

ENCY Software
Resource Tuner Console

Resource Tuner Console

Heaventools Software
Tinker

Tinker

Thinking Machines Lab

Categories

Categories

Integrations

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

Integrations

ChatGPT
Devstral
Gemma
Google Colab
Kaggle
Llama
Llama 2
Llama 3
Mistral AI
NVIDIA DRIVE
Thunder Compute
VMware Cloud
Claim OpenTuner and update features and information
Claim OpenTuner and update features and information
Claim Unsloth and update features and information
Claim Unsloth and update features and information