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OpenSourceAlternatives

Tag

inference

8 catalogue entries use this topic; each Project's license policy is labeled separately.

Ollama

OllamaAIOpen

Run open language models locally with one command

Stars179.9K
Commit14h ago
LicenseMIT

Ollama reduced local model hosting from an afternoon of CUDA troubleshooting to a single pull command. It handles model download, quantisation selection, GPU offloading, and memory management, and exposes an OpenAI-compatible endpoint on localhost.

Alternative toLM Studio
llama.cpp

llama.cppAIOpen

Inference engine that runs LLMs on almost any hardware

Stars126.6K
Commit8h ago
LicenseMIT

llama.cpp is the layer most local model tooling is built on. It is a C and C++ inference engine with no Python runtime, aggressive quantisation support, and hand-tuned kernels for a remarkably wide range of hardware.

Alternative toLM Studio
GPT4All

GPT4AllAIOpen

Private desktop chatbot that runs open LLMs fully on-device

Stars77.4K
Commit1y ago
LicenseMIT

GPT4All is a free desktop app from Nomic that runs open language models entirely on your own computer, with no cloud calls.

Alternative toOllama
whisper.cpp

whisper.cppAIOpen

Speech recognition that runs anywhere, with no runtime

Stars43.2K
Commit1d ago
LicenseMIT

whisper.cpp is a C and C++ port of the Whisper speech recognition model with no Python dependency, quantised weights, and hardware acceleration across Apple Silicon, CUDA, and plain CPU.

Alternative toWispr Flow
dstack

dstackOpen

Open-source orchestration for AI workloads across any GPU cloud

Stars2,271
Commitjust now
LicenseMPL-2.0

dstack is an open-source orchestrator for AI training and inference on GPUs across clouds. Teams declare resources in YAML, and dstack provisions matching capacity.

Alternative toBeamModal
Beam

BeamOpen

Serverless GPUs with fast cold starts for AI workloads

Stars1,800
Commitjust now
LicenseAGPL-3.0

Beam is a serverless GPU platform for running AI inference, sandboxes, and background jobs without managing infrastructure. Functions deploy from a Python decorator, and the platform keeps idle containers warm so repeat calls skip the cold start.

LM Studio

LM StudioAI

Desktop application for running language models locally

CompanyElement Labs
Since2023
PricingFree

LM Studio made local models approachable for people who do not want a terminal. Browse a catalogue, download a quantisation that fits the machine, and chat, with hardware requirements explained in plain language.

Modal

ModalAI

Serverless cloud for running AI code on GPUs without servers

CompanyModal Labs, Inc.
Since2023
PricingPaid

Modal is a serverless cloud for running Python AI code on GPUs without servers. Functions scale from zero to thousands of GPUs, billed only for seconds used.

Alternative toBeam