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

Intuitive experience to search for a narrative in human terms and stories, as well as leverage context and your team’s knowledge to better enable our proprietary machine learning models. Our Narrative Engine links your input to billions of pieces of content to filter and bring together the ones that match the subtleties of what you are looking for into Narratives you can analyze and track. Flexible workflow to fine-tune which creators of content and narrative amplifiers you are interested in. Select and fine-tune from a rich library, learn how naturally creators cluster or start with a set you follow and find others like them using our Community Machine Learning models. Easily track and analyze your Pendulum intelligence, going from top-level summaries to individual pieces of content to quickly spot trends and potential drivers of risk. Easily export charts and data to produce high-quality intelligence reports.

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 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

Audience

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

Audience

Anyone searching for a narrative and community intelligence platform

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

Company Information

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

Company Information

Pendulum
United States
www.pendulumfn.com/our-platform

Alternatives

Alternatives

Zignal

Zignal

Zignal Labs
Meltwater

Meltwater

Meltwater Group
EdgeTheory Kudzu

EdgeTheory Kudzu

EdgeTheory
Lens

Lens

Moondream
GameBook

GameBook

Experimental Game

Categories

AI Fine-Tuning Supported

Categories

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

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
Claim LLaMA-Factory and update features and information
Claim LLaMA-Factory and update features and information
Claim Pendulum and update features and information
Claim Pendulum and update features and information