Tags: #gpu-acceleration - OSS Alternative - Discover Top Open Source Alternatives to Popular Software

Tags: #gpu-acceleration

AI/ML Serving Framework
NVIDIA GPUs
26.4k

sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models, optimizing inference throughput and latency.

Deep Learning Framework
pytorch
31.1k

Lightning-AI/pytorch-lightning

Streamlines complex deep learning engineering, enabling scalable AI model training and finetuning across diverse hardware with minimal code changes.

AI/Deep Learning Optimization Framework
NVIDIA GPUs
41.4k

hpcaitech/ColossalAI

An open-source framework designed to make large AI model training and inference cheaper, faster, and more accessible through advanced distributed computing and memory optimization techniques.

AI Data Curation Toolkit
NVIDIA NeMo
1.5k

NVIDIA-NeMo/Curator

A GPU-accelerated, scalable toolkit for multimodal data preprocessing and curation, designed to train better AI models faster.

LLM Optimization Toolkit
huggingface
1.1k

ModelCloud/GPTQModel

A toolkit for quantizing (compressing) Large Language Models (LLMs) with hardware acceleration across various GPUs and CPUs, integrating with popular inference frameworks.

Reinforcement Learning Library for LLMs
Ray
3.1k

alibaba/ROLL

An efficient and user-friendly scaling library designed to optimize Reinforcement Learning with Large Language Models, enhancing performance in complex AI tasks.

AI/ML Library
Node.js
2.0k

withcatai/node-llama-cpp

A Node.js binding for llama.cpp, enabling local execution of large language models with advanced features like JSON schema enforcement and function calling.

AI/ML Library & SDK
Python
1.4k

edwko/OuteTTS

A versatile interface for OuteTTS models, providing flexible text-to-speech generation capabilities across various AI inference backends and hardware platforms.

Local AI API Platform / CLI Tool
llama.cpp
2.8k

janhq/cortex.cpp

A local AI API platform for running various AI models (vision, speech, language) on diverse hardware with an OpenAI-compatible API.

Replaces:
Details
LLM Inference Engine
Python
13.1k

GeeeekExplorer/nano-vllm

A lightweight and optimized Python library for fast offline large language model inference, offering comparable or better performance than vLLM with a more readable codebase.

Large Language Model (LLM) Development Toolkit
Python
13.3k

Lightning-AI/litgpt

A high-performance, no-abstraction toolkit providing recipes for pretraining, finetuning, and deploying over 20 large language models at scale.

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