MLOps & Infrastructure – CodeRocket AI

Cordum

Secure Control for Autonomous AI Agents

AI Agents

+4 more

Ensure safe AI operations with policy-driven control, using NATS and Redis for robust management.

KodeAgent

Build AI Agents with Minimal Complexity

AI Agents

+4 more

Create efficient AI agents using a lightweight, frameworkless approach. Supports ReAct and CodeAct paradigms for versatile applications.

RightNow

AI Code Editor for GPU Kernel Mastery

AI Agents

+4 more

AI-powered editor for NVIDIA GPU kernels with real-time profiling, GPU emulation, and performance analysis.

MLC LLM

Universal LLM deployment engine

LLMMLOps

MLC LLM is a universal solution that enables native deployment of any large language models with native APIs with compiler acceleration.

LMDeploy

Toolkit for compressing, deploying, and serving LLMs

LLMMLOps

LMDeploy is a toolkit for compressing, deploying, and serving LLMs. It provides efficient inference with TurboMind engine.

Promptflow

Master AI Development with Ease

FrameworksMLOps

Simplify AI app creation with intuitive tools for seamless development, testing, and deployment.

Mosec

Optimize ML Serving with Dynamic Batching

MLOps

Boost ML model serving with dynamic batching and CPU/GPU pipelines for maximum efficiency.

BentoML

Run Models Anywhere, Scale Effortlessly

MLOps

Deploy models with ease, optimize inference, and scale efficiently with full control over your AI infrastructure.

SGLang

Accelerate AI with High-Performance Model Serving

LLMMLOps

Deliver low-latency, high-throughput inference for AI models. Supports diverse hardware and model types with extensive community backing.

LitGPT

Scale AI with 20+ High-Performance LLMs

LLMMLOps

Access 20+ LLMs with recipes for pretraining, finetuning, and scalable deployment. Optimize performance with minimal abstractions.

Dify

Effortless Agentic Workflow Creation

AI Agents

+2 more

Develop and manage autonomous agents and RAG pipelines with ease. Scale AI applications for any team effortlessly.

TensorRT-LLM

Optimize LLM Inference on NVIDIA GPUs

LLMMLOps

Enhance LLM performance with Python API and NVIDIA GPU optimizations for efficient inference.

Triton Inference Server

Deploy AI Models Seamlessly Across Platforms

MLOps

Deploy AI models across frameworks with dynamic batching, real-time support, and cloud integration.

TRL

Train transformer language models with reinforcement learning

FrameworksMLOps

TRL is a full stack library for training transformer language models with reinforcement learning, from SFT to RLHF to DPO.

PEFT

Efficiently Adapt Large Models

FrameworksMLOps

Adapt large models efficiently with minimal resources. Reduce costs while maintaining performance using PEFT.

Unsloth

Accelerate LLM Training with Ease

LLMMLOps

Fine-tune and train LLMs faster with open-source tools. Beginner-friendly and efficient, supporting multiple GPUs.

Axolotl

Fine-tune LLMs with ease and flexibility

LLMMLOps

Open-source framework for efficient LLM fine-tuning with diverse model support and cloud readiness.

Kohya SS

GUI for training Stable Diffusion models

Generative AIMLOps

Kohya SS is a GUI for Kohya's Stable Diffusion trainers. It provides an easy way to fine-tune Stable Diffusion models with LoRA, DreamBooth, and more.

Label Studio

Label Any Data, Enhance Every Model

Data ProcessingMLOps

Flexible tool for labeling data across all types, optimizing AI models.

Ray

Unify AI Workloads with Precision and Scale

FrameworksMLOps

Optimize AI and ML compute needs with Ray's open-source framework. Scale efficiently from laptops to thousands of GPUs.

Weights & Biases

Optimize Your Machine Learning Workflow

MLOps

Track experiments, visualize results, and collaborate seamlessly in ML projects.

DVC

Version Control for Data Science Projects

Data ProcessingMLOps

Open-source tool for managing data, models, and experiments with a Git-like experience.

Streamlit

Create Data Apps in Minutes with Python

FrameworksMLOps

Transform Python scripts into interactive web apps effortlessly. No front-end skills needed.

Gradio

Create ML Apps in Minutes

FrameworksMLOps

Effortlessly build and share machine learning apps with intuitive web interfaces.

LiteLLM

Seamless LLM Management and Tracking

LLMMLOps

Effortlessly manage authentication, load balancing, and spend tracking for 100+ LLMs in OpenAI format.

MLflow

Build AI with Confidence

MLOps

Develop AI models seamlessly with tracking, management, and deployment in one platform.

vLLM

Effortless LLM Deployment for All

LLMMLOps

Deploy AI models swiftly with high efficiency and low cost. Enjoy seamless integration and peak performance with any hardware.

LocalAI

Run AI Locally, No Cloud Needed

LLMMLOps

Experience powerful AI models on your hardware. No cloud, no limits, complete privacy.

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