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features
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support

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Description

LLaMA-Factory is an innovative open-source platform aimed at simplifying and improving the fine-tuning process for more than 100 Large Language Models (LLMs) and Vision-Language Models (VLMs). It accommodates a variety of fine-tuning methods such as Low-Rank Adaptation (LoRA), Quantized LoRA (QLoRA), and Prefix-Tuning, empowering users to personalize models with ease. The platform has shown remarkable performance enhancements; for example, its LoRA tuning achieves training speeds that are up to 3.7 times faster along with superior Rouge scores in advertising text generation tasks when compared to conventional techniques. Built with flexibility in mind, LLaMA-Factory's architecture supports an extensive array of model types and configurations. Users can seamlessly integrate their datasets and make use of the platform’s tools for optimized fine-tuning outcomes. Comprehensive documentation and a variety of examples are available to guide users through the fine-tuning process with confidence. Additionally, this platform encourages collaboration and sharing of techniques among the community, fostering an environment of continuous improvement and innovation.

Description

Nebius Token Factory is an advanced AI inference platform that enables the production of both open-source and proprietary AI models without the need for manual infrastructure oversight. It provides enterprise-level inference endpoints that ensure consistent performance, automatic scaling of throughput, and quick response times, even when faced with high request traffic. With a remarkable 99.9% uptime, it accommodates both unlimited and customized traffic patterns according to specific workload requirements, facilitating a seamless shift from testing to worldwide implementation. Supporting a diverse array of open-source models, including Llama, Qwen, DeepSeek, GPT-OSS, Flux, and many more, Nebius Token Factory allows teams to host and refine models via an intuitive API or dashboard interface. Users have the flexibility to upload LoRA adapters or fully fine-tuned versions directly, while still benefiting from the same enterprise-grade performance assurances for their custom models. This level of support ensures that organizations can confidently leverage AI technology to meet their evolving needs.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

DeepSeek Yes 
Llama Yes 
Mistral AI Yes 
Qwen Yes 
ChatGLM Yes 
DeepSeek-V3 No 
GLM-4.5 No 
Gemma 4 No 
JSON No 
Kimi K2 Thinking No 
Kimi K2.5 No 
Kimi K2.6 No 
Kimi K2.7 Code No 
Llama 3.3 No 
Nebius No 
Qwen2.5 No 
Stable Diffusion XL (SDXL) No 
TensorWave Yes 
gpt-oss-20b No 
pgvector No 

Integrations

DeepSeek Yes 
Llama Yes 
Mistral AI Yes 
Qwen Yes 
ChatGLM No 
DeepSeek-V3 Yes 
GLM-4.5 Yes 
Gemma 4 Yes 
JSON Yes 
Kimi K2 Thinking Yes 
Kimi K2.5 Yes 
Kimi K2.6 Yes 
Kimi K2.7 Code Yes 
Llama 3.3 Yes 
Nebius Yes 
Qwen2.5 Yes 
Stable Diffusion XL (SDXL) Yes 
TensorWave No 
gpt-oss-20b Yes 
pgvector Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$0.02
Free Trial Yes 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

hoshi-hiyouga

Website

github.com/hiyouga/LLaMA-Factory

Vendor Details

Company Name

Nebius

Founded

2022

Country

Netherlands

Website

nebius.com/services/token-factory/enterprise-grade-inference

Product Features

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