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Best AI Tools to Serve AI models

Deploy and serve AI models for applications, APIs, or production workloads.

Showing 12 of 30 tools

Ollama
AI Dev
2023-06-26
Ollama logo
Ollama
177K

Platform for running large language models locally on a computer

Freemium • $0Open tool →
transformers
Code
2018-10-29
transformers logo
transformers
163K

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

FreeOpen tool →
vllm
AI Dev
2023-02-09
vllm logo
vllm
87.3K

A high-throughput and memory-efficient inference and serving engine for LLMs

Pricing variesOpen tool →
LlamaFactory
AI Dev
2023-05-28
LlamaFactory logo
LlamaFactory
73.6K

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Pricing variesOpen tool →
litellm
AI Dev
2023-07-27
litellm logo
litellm
54.8K

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

Pricing variesOpen tool →
LocalAI
Images
2023-03-18
LocalAI logo
LocalAI
47.9K

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

Pricing variesOpen tool →
kong
AI Dev
2014-11-17
kong logo
kong
43.9K

🦍 The API and AI Gateway

Pricing variesOpen tool →
ray
Code
2016-10-25
ray logo
ray
43.4K

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Pricing variesOpen tool →
ColossalAI
AI Dev
2021-10-28
ColossalAI logo
ColossalAI
41.4K

Making large AI models cheaper, faster and more accessible

Pricing variesOpen tool →
Langchain-Chatchat
Images
2023-03-31
Langchain-Chatchat logo
Langchain-Chatchat
38.5K

Langchain-Chatchat (formerly Langchain-ChatGLM) is a RAG and Agent application built with LangChain and language models such as ChatGLM, Qwen, and Llama, designed for local knowledge-based LLM applications.

Pricing variesOpen tool →
pytorch-lightning
Writing
2019-03-31
pytorch-lightning logo
pytorch-lightning
31.3K

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Pricing variesOpen tool →
sglang
Writing
2024-01-08
sglang logo
sglang
30.8K

SGLang is a high-performance serving framework for large language models and multimodal models.

Pricing variesOpen tool →