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AI developer tools
Tools for developers who build with AI models: model serving, fine-tuning, evaluation and model APIs.
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Kohya's GUI
A local graphical interface for training LoRA models and fine-tuning Stable Diffusion image models.
Kokoro
Small, fast open-weight text-to-speech model you can run locally.
Kokoro-FastAPI
A Dockerized, OpenAI-compatible server for running the Kokoro-82M text-to-speech model on your own hardware.
KServe
A Kubernetes-native platform for serving predictive and generative AI models at scale.
Kubeflow
A Kubernetes-native set of open-source projects for running data, ML and AI workloads.
Label Studio
An open-source data labeling tool for building training datasets and reviewing AI output.
Langflow
Visual builder for creating and deploying AI agent workflows.
Langfuse
An open-source platform for tracing, evaluating and managing prompts for LLM applications and AI agents.
LangSmith
A hosted platform for tracing, monitoring and evaluating LLM applications and AI agents.
Lemonade
A local AI runtime that serves text, image and speech models through a GUI, CLI and API.
LiteLLM
A self-hosted AI gateway that calls over 100 LLM providers through one OpenAI-compatible API.
llama-swap
A proxy server that loads and hot-swaps local AI model servers on demand behind one API.
LlamaFactory
Web UI and command-line toolkit for fine-tuning over 100 open language and vision-language models.
LLM
A command-line tool and Python library for prompting remote and locally installed language models.
lm-evaluation-harness
EleutherAI's command-line framework for few-shot evaluation of language models on many benchmark tasks.
LocalAI
Serve language, image and speech models on your own hardware.
LTX-2
Open local video model that generates synchronized audio and video.
MaxKB
An open-source, self-hosted platform for building knowledge-base question answering and AI agents.
MergeKit
A command-line toolkit for merging the weights of pretrained large language models.
Milvus
An open-source vector database for similarity search in AI applications, from laptop to large clusters.
MinerU
A document parser that converts PDFs, Office files and scans into Markdown and JSON.
mistral.rs
A Rust inference engine for running text, vision and multimodal models locally with an OpenAI-compatible server.
MLC LLM
A compiler and inference engine for running large language models natively across GPUs, phones and browsers.
MLflow
An open-source platform for tracing, evaluating and managing LLM applications, agents and machine learning models.
MLX LM
A Python package and command-line tool for running and fine-tuning language models on Apple silicon.
Netron
A viewer that draws neural network, deep learning and machine learning model files as graphs.
NVIDIA Triton Inference Server
An open-source inference server for deploying machine learning models from many frameworks on GPUs and CPUs.
olmOCR
Open-source toolkit that uses a vision language model to turn PDFs and scans into Markdown.
OneTrainer
A desktop tool for training and fine-tuning diffusion image models, including LoRAs and embeddings.
Open-Sora
An open-source video generation project releasing models, training code and tools for text-to-video.