mlxcel Recipes
Find the mlxcel command for your model and hardware.
Choose a model recipe and target machine to generate an mlxcel command. Each recipe lists its available measurements and verification status.
Start from hardware, task, and size
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No device is detected and no compatibility is assumed. Browse all models to inspect requirements, or use an approximate Apple Silicon capacity tier if it matches your Mac. Unlisted NVIDIA devices need manual requirement review.
Apple Silicon only: choose your known unified-memory capacity. These generic tiers are estimates, not exact tested machines.
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These groups follow catalog task tags, not quality rankings. Coding suitability and document or audio formats depend on each model; review its recipe and evidence.
Newest recipes
Browse recipesChoose hardware to estimate fit.
| Model | Provider | Task | Smallest fitting memory |
|---|---|---|---|
| BGE Reranker v2 M3BAAI/bge-reranker-v2-m3 | BAAI | Rerank | 16 GB |
| DeepSeek V3 0324deepseek-ai/DeepSeek-V3-0324 | DeepSeek | Chat | 96 GB |
| Docling Layout Herondocling-project/docling-layout-heron | Docling | Vision, Detection | 16 GB |
| Gemma 4 31B ITgoogle/gemma-4-31B-it | Chat | 16 GB | |
| Qwen3.8 27BQwen/Qwen3.8-27B | Qwen | Chat, Vision, Video | 16 GB |
| Jamba v0.1ai21labs/Jamba-v0.1 | AI21 | Chat | 16 GB |
| AMD OLMo 1B ITaiuser3993/AMD-OLMo-1B-IT | aiuser3993 | Chat | 16 GB |
| gte reranker modernbert baseAlibaba-NLP/gte-reranker-modernbert-base | Alibaba-NLP | Rerank | 16 GB |