MergeKit alternatives

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

LMDeploy — Accelerates inference with high-performance engines and quantization tools. (Code, Free)
AirLLM — Runs massive 70B+ parameter models on small 4GB consumer GPUs. (Code, Free)
Genkit — Provides unified APIs and local developer tools for AI application workflows. (Code, Free)
Soup — Fine-tune and align models like Llama-3.1-8B on a 4 GB laptop GPU. (Code, Free)
llm-d — Deploys production-grade LLM serving on existing hardware clusters. (Code, Free)
Strata — Runs large AI models locally on consumer gaming PCs without server reliance. (Code, Free)
GPUStack — Unifies AI model serving and GPU compute management across heterogeneous hardware. (Code, Free)
MLX LM — Runs LLMs and fine-tuning natively on Apple silicon hardware. (Code, Free)
Enki LLM — Runs Llama-3.2 1B in pure Rust at 40 tok/s with live GPU to CPU migration. (Code, Free)
MTPLX — It runs local models twice as fast via native MTP speculative decoding. (Code, Free)
LlamaFactory — Provides a code-free CLI and Web UI for training 100+ different LLMs. (Code, Free)
llmware — Build private, local RAG pipelines with 300+ prepackaged models and integrated document parsing. (Code, Free)