Ludwig alternatives

The 12 products closest to Ludwig in what they do and who they're for, best match first.

AirLLM — Runs massive 70B+ parameter models on small 4GB consumer GPUs. (Code, Free)
Axolotl — It supports many training methods and model architectures via simple YAML configs. (Code, Free)
LMDeploy — Accelerates inference with high-performance engines and quantization tools. (Code, Free)
llmware — Build private, local RAG pipelines with 300+ prepackaged models and integrated document parsing. (Code, Free)
rLLM — Enables reinforcement learning training for AI agents with minimal code changes. (Code, Free)
Dolittle — Compares generated thinking with natural language explanations of internal activations. (Code, Free)
Argilla — Provides programmatic tools for continuous data evaluation and human-in-the-loop feedback. (Code, Free)
GLiNER — Enables zero-shot entity extraction without labeled training data on consumer CPUs. (Code, Free)
llm-d — Deploys production-grade LLM serving on existing hardware clusters. (Code, Free)
MLflow — Complete observability and evaluation for production AI apps. (Code, Free)
LlamaFactory — Provides a code-free CLI and Web UI for training 100+ different LLMs. (Code, Free)
Distilabel — Build scalable, research-backed pipelines for synthetic data and AI feedback. (Code, Free)