AI Frameworks

AI Frameworks provide support for developing and deploying artificial intelligence (AI) applications. They simplify the process of building, training, evaluating, and deploying AI models, providing developers with modularity, flexibility, and efficiency.

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             Deep Learning Hosting >

Deep Learning


  GPU servers support AI and deep learning tasks,       enabling large dataset processing and model       training to accelerate innovation and research.


            Tensorflow Hosting


Tensorflow

        Get a GPU-accelerated TensorFlow hosting         for deep learning, voice/sound recognition,         image recognition,video detection, etc.

            Pytorch Hosting

Pytorch Hosting

PyTorch, a widely-used deep learning framework, leverages CUDA support to fully utilize the     powerful performance of NVIDIA GPUs. We     provide best gpu servers that are specifically                  designed for installing PyTorch with CUDA.

            Keras Hosting >

Keras Hosting

  Keras improves the development and training   of deep learning models with GPUs. Database                   Mart offers a variety of Keras GPUs designed                   for deep learning with Keras.


LLM Frameworks&Tools

LLM frameworks and tools simplify the complexities of working with LLMs by providing APIs, libraries, and utilities that streamline processes like training, inference, and model optimization.

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            Ollama Hosting >

 Ollama Hosting

        Ollama is a self-hosted AI solution to run         open-source large language models, such as         Gemma, Llama, Mistral, and other LLMs locally                  or on your own infrastructure.

            vLLM Hosting >

vLLM Hosting

      vLLM is an optimized framework designed for       high-performance inference of Large Language       Models (LLMs). It focuses on fast, cost-efficient, and                 scalable serving of LLMs.

            Hugging Face Transformers >

Hugging Face Transformers

GPU servers support AI and deep learning tasks, enabling large dataset processing and model training to accelerate innovation and research.

            LangChain Hosting >

LangChain Hosting

      Get a GPU-accelerated TensorFlow hosting for       deep learning, voice/sound recognition, image        recognition, video detection, etc.

LLM Models

DBM has a variety of high-performance Nvidia GPU servers equipped with one or more RTX 4090 24GB, RTX A6000 48GB, A100 40/80GB, which are very suitable for LLMs inference.

            DeepSeek-R1 Hosting >

 DeepSeek-R1 Hosting

DeepSeek-R1 is DeepSeek’s first-generation reasoning models, achieving performance comparable to OpenAI-o1 across math, code, and reasoning tasks.

            LLaMA 3.1 Hosting >

LLaMA 3.1 Hosting

Llama 3.1 is the state-of-the-art, available in 8B, 70B and 405B parameter sizes. Meta’s smaller models are competitive with closed and open models that have a similar number of parameters.

            Gemma 2 Hosting >

Gemma 2 Hosting

  Google’s Gemma 2 model is available in
  three sizes, 2B, 9B and 27B, featuring a
  brand new architecture designed for
  class leading performance and efficiency.



            Mistral Hosting >

Mistral Hosting

          Mistral is a 7B parameter model, distributed           with the Apache license. It is available in both           instruct (instruction following) and text           completion.

            Phi-3 Hosting >

Phi-3 Hosting

Phi-3 is a family of lightweight 3B (Mini) and 14B (Medium) state-of-the-art open models by Microsoft.


Vector Database

Unlike traditional relational databases that primarily handle structured data, vector databases are optimized for managing unstructured and semi-structured data, such as images, text, and audio, which are represented as numerical vectors in high-dimensional spaces.

            Chroma DB Hosting >

Chroma DB Hosting

      ChromaDB is an open-source vector database
      that stores and retrieves vector embeddings.
       It's used in AI applications like semantic search
      and natural language processing.


            Milvus Hosting >

Milvus Hosting

      Milvus is an open-source vector database specifically       designed to handle and query large amounts of       high-dimensional vector data, such as embeddings. It’s       optimized for similarity search and machine learning               applications.

            Qdrant Hosting >

Qdrant Hosting

      Qdrant is an advanced vector search engine       designed for high-dimensional data processing. It       provides a scalable solution for similarity search       and machine learning model integration.

AI Image Generator

AI image generation tools use advanced machine learning models to create images from text descriptions, existing images, or a combination of both.

            Stable Diffusion Hosting >

Stable Diffusion Hosting

      Stable Diffusion allows you to render stunningly       beautiful images based on text or image input on       your own GPU servers with great performance.

            ComfyUI Hosting >

ComfyUI Hosting

      ComfyUI allows users to customize workflows based       on their needs, offering more flexibility and       efficiency than SD WebUI for experienced users.

            Fooocus Hosting >

Qdrant Hosting

      Fooocus provides basic image upscaling and       ControlNet functionality, meeting most basic image       generation needs. For users who prefer simplicity,       Fooocus is an ideal choice.

AI Code Generator

An AI Code Generator is a tool or system that uses artificial intelligence to write, complete, or optimize computer code. They assist developers by automating repetitive tasks, reducing errors, and accelerating software development.

            Code Llama Hosting >

Code Llama Hosting

Code Llama is a model for generating and discussing code, built on top of Llama 2. It’s designed to make workflows faster and efficient for developers and make it easier for people to learn how to code.


            CodeGemma Hosting >

CodeGemma Hosting

CodeGemma is a collection of powerful, lightweight models that can perform a variety of coding tasks like fill-in-the-middle code completion, code generation, mathematical reasoning, and instruction following.

            Codestral Hosting >

Codestral Hosting

Codestral is Mistral AI’s first-ever code model designed for code generation tasks. It is a 22B model, supports over 80 programming languages, including Python, Java, C, C++, JavaScript, Swift, Fortran and Bash.

AI Audio

AI audio generators are tools that use artificial intelligence to produce or process audio. They are often divided into two main categories: Text-to-Speech (TTS) and Speech-to-Text (STT).

            Whisper AI Hosting >

Whisper AI Hosting

   Whisper is a general-purpose speech recognition    model. It is trained on a large and diverse audio    dataset and is a multi-task model that can      perform multilingual speech recognition,     speech translation, and language identification.

            ChatTTS Hosting >

ChatTTS Hosting

    ChatTTS is a voice generation model designed for      conversational scenarios, specifically for the dialogue      tasks of LLM assistants, as well as applications such as      conversational audio and video introductions. It      supports both Chinese and English.

            CosyVoice Hosting >

CosyVoice Hosting

      CosyVoice is a multilingual speech generation       model open-sourced by Alibaba, designed for the       development of TTS (Text-to-Speech) tools. It       supports built-in pre-configured speech       generation, voice cloning, and natural        language-controlled speech synthesis.

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