LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga
+
+

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About

Business management is the crucial ingredient that keeps a business alive. As companies mature, they learn to move from hand-to-mouth management to proactively building an equitable business. We're part of the amazing story of transformative technology that has brought us to a brand new way of monitoring the health of a business or group of businesses. In this new world, owners take on a continuous process of setting goals and translating them into action plans, go/no-go decisions, metrics, milestones, dates and they get their team on the same page. But they are now forced to do this with less time and fewer resources. This is where technology steps in: With technology like the Corelytics Financial Dashboard, we’ve fine-tuned a management process to take minutes each month from what typically took an owner hours of spreadsheet manipulation. Expense tracking is nearly automatic.

About

​LLaMA-Factory is an open source platform designed to streamline and enhance the fine-tuning process of over 100 Large Language Models (LLMs) and Vision-Language Models (VLMs). It supports various fine-tuning techniques, including Low-Rank Adaptation (LoRA), Quantized LoRA (QLoRA), and Prefix-Tuning, allowing users to customize models efficiently. It has demonstrated significant performance improvements; for instance, its LoRA tuning offers up to 3.7 times faster training speeds with better Rouge scores on advertising text generation tasks compared to traditional methods. LLaMA-Factory's architecture is designed for flexibility, supporting a wide range of model architectures and configurations. Users can easily integrate their datasets and utilize the platform's tools to achieve optimized fine-tuning results. Detailed documentation and diverse examples are provided to assist users in navigating the fine-tuning process effectively.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Companies looking for a Business Intelligence solution

Audience

AI researchers and developers wanting a solution to fine-tune a wide array of language and vision-language models

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$99 per month
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

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 Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Corelytics
www.corelytics.com

Company Information

hoshi-hiyouga
github.com/hiyouga/LLaMA-Factory

Alternatives

Semaphore

Semaphore

Continuous Integration Solutions Ltd

Alternatives

Shopping Feed

Shopping Feed

Shopping Flux
Lens

Lens

Moondream

Categories

Categories

AI Fine-Tuning Supported

Business Intelligence Features

Ad Hoc Reports Supported
Benchmarking Supported
Budgeting & Forecasting Supported
Dashboard Supported
Data Analysis Not Supported
Key Performance Indicators Supported
Natural Language Generation (NLG) Not Supported
Performance Metrics Supported
Predictive Analytics Supported
Profitability Analysis Supported
Strategic Planning Not Supported
Trend / Problem Indicators Supported
Visual Analytics Supported

Integrations

ChatGLM Not Supported
DeepSeek Not Supported
Gemma Not Supported
LLaVA Not Supported
Llama Not Supported
Llama 3 Not Supported
MLflow Not Supported
Mistral AI Not Supported
Mixtral 8x22B Not Supported
Mixtral 8x7B Not Supported
OpenAI Not Supported
PaliGemma 2 Not Supported
Phi-2 Not Supported
Qwen Not Supported
TensorBoard Not Supported
TensorWave Not Supported
Yi-Large Not Supported

Integrations

ChatGLM Supported
DeepSeek Supported
Gemma Supported
LLaVA Supported
Llama Supported
Llama 3 Supported
MLflow Supported
Mistral AI Supported
Mixtral 8x22B Supported
Mixtral 8x7B Supported
OpenAI Supported
PaliGemma 2 Supported
Phi-2 Supported
Qwen Supported
TensorBoard Supported
TensorWave Supported
Yi-Large Supported
Claim Corelytics and update features and information
Claim Corelytics and update features and information
Claim LLaMA-Factory and update features and information
Claim LLaMA-Factory and update features and information