LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga
+
+

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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.

About

Emmy and Academy Award-winning modeling and animation suite used to create trees and plants for films and television. The industry standard for 3D vegetation modeling in games. Tools include the SpeedTree Modeler, Compiler, and full source SDK. Subscription pipelines for the most popular and cutting-edge game engines. SpeedTree for Games is an Award-winning 3D Procedural vegetation middleware product with fine-tuned art controls. Includes Modeler, Compiler, Tree Library and full-source SDK. Increased performance throughout, including faster instance paging, constant buffer updates, and shader optimizations. SpeedTree Cinema is the award-winning 3D-modeling suite that allows you to model, texture, and animate, both stylized and photoreal vegetation for VFX, arch/viz, or matte paintings. Model and shape any type of vegetation using a combination of procedural and fine-tuned art controls.

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

Platforms Supported

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

Audience

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

Audience

Game developers or VFX professionals that need a 3D vegetation modeling solution

Support

Phone Support Not 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

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not 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 Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

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

Company Information

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

Company Information

IDV
United States
www.speedtree.com

Alternatives

Alternatives

PlantFactory

PlantFactory

e-on software
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Vegetation Management

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Torque 3D

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GameMaker

Opera Software
Lens

Lens

Moondream
Maya LT

Maya LT

Autodesk

Categories

AI Fine-Tuning Supported

Categories

3D Modeling Supported
Game Development Supported
Game Engines Supported

Game Development Features

2D Not Supported
3D Supported
Analytics Not Supported
Animation Supported
Asset Management Not Supported
Drag & Drop Not Supported
eCommerce Not Supported
IT Asset Management Supported
Network Management Not Supported
Physics Supported
Player Management Not Supported
Prototyping Not Supported
Virtual Reality 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
Unity Not Supported
Yi-Large Supported
iProov Not 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
Unity Supported
Yi-Large Not Supported
iProov Supported
Claim LLaMA-Factory and update features and information
Claim LLaMA-Factory and update features and information
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Claim SpeedTree and update features and information