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Description

DeepInfer serves as an open-source framework designed for executing DeepSeek language models on Linux platforms that utilize compatible NVIDIA or Huawei Ascend accelerators. It encompasses a variety of features aimed at facilitating offline inference and efficient model execution, including optimized kernels, distributed parallelism, asynchronous batch scheduling, speculative decoding, and the generation of structured outputs in formats like JSON Schema, regular expressions, and EBNF. The project documentation covers support for DeepSeek-V4.1-Flash along with comprehensive guidance on building, configuring, and utilizing examples and evaluation tools. Aimed at developers and infrastructure teams, it assists in constructing or assessing self-managed inference deployments. Additionally, the repository highlights that for production services, there may be a need for supplementary components such as KV-cache, prefill/decode disaggregation, and load-balancing mechanisms that are not part of this particular release, ensuring users are aware of potential additional requirements as they implement the framework. Overall, DeepInfer is designed to optimize the deployment of language models in various contexts, addressing both fundamental and advanced operational needs.

Description

Investigate the most recent advancements in optimized AI models, link AI agents to data using NVIDIA NeMo, and deploy solutions seamlessly with NVIDIA NIM microservices. NVIDIA NIM comprises user-friendly inference microservices that enable the implementation of foundation models across various cloud platforms or data centers, thereby maintaining data security while promoting efficient AI integration. Furthermore, NVIDIA AI offers access to the Deep Learning Institute (DLI), where individuals can receive technical training to develop valuable skills, gain practical experience, and acquire expert knowledge in AI, data science, and accelerated computing. AI models produce responses based on sophisticated algorithms and machine learning techniques; however, these outputs may sometimes be inaccurate, biased, harmful, or inappropriate. Engaging with this model comes with the understanding that you accept the associated risks of any potential harm stemming from its responses or outputs. As a precaution, refrain from uploading any sensitive information or personal data unless you have explicit permission, and be aware that your usage will be tracked for security monitoring. Remember, the evolving landscape of AI requires users to stay informed and vigilant about the implications of deploying such technologies.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Accenture AI Refinery No 
DiffusionGemma No 
Docker No 
LangChain No 
LiteLLM No 
Mastek icxPro No 
Melaya No 
Mistral Medium 3 No 
NVIDIA AI Foundations No 
NVIDIA Agent Toolkit No 
NVIDIA Llama Nemotron No 
NVIDIA NeMo No 
NVIDIA NeMo Retriever No 
NVIDIA TensorRT No 
Nemotron 3.5 Super VL No 
OpenAI No 
Python No 
Spark Cloud Studio No 
Surfer H No 
Triton No 

Integrations

Accenture AI Refinery Yes 
DiffusionGemma Yes 
Docker Yes 
LangChain Yes 
LiteLLM Yes 
Mastek icxPro Yes 
Melaya Yes 
Mistral Medium 3 Yes 
NVIDIA AI Foundations Yes 
NVIDIA Agent Toolkit Yes 
NVIDIA Llama Nemotron Yes 
NVIDIA NeMo Yes 
NVIDIA NeMo Retriever Yes 
NVIDIA TensorRT Yes 
Nemotron 3.5 Super VL Yes 
OpenAI Yes 
Python Yes 
Spark Cloud Studio Yes 
Surfer H Yes 
Triton Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Deployment

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

Customer Support

Business Hours Yes 
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 Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

DeepSeek

Founded

2023

Country

China

Website

github.com/deepseek-ai/DeepInfer

Vendor Details

Company Name

NVIDIA

Founded

1993

Country

United States

Website

www.nvidia.com/en-us/ai/

Product Features

Alternatives

Alternatives