Skip to content

Latest commit

 

History

History
74 lines (69 loc) · 5.24 KB

arch-coverage.md

File metadata and controls

74 lines (69 loc) · 5.24 KB

Supported architectures

gmlx maps 48 GGUF architectures to model types, and 47 of them load end-to-end with no hf_source. scripts/check-coverage.py generates this page from the architecture table and the mlx-lm that gmlx carries, so do not edit it by hand.

A GGUF loads when gmlx maps its general.architecture to a model type, the backend has a model class for that type, and a config synthesizer exists for the architecture. The backend is the mlx-lm that gmlx carries for most architectures, the mlx-vlm it carries for a few, and gmlx itself for the encoder embedders. Without a synthesizer, pass hf_source to supply a config.json. The status column says which case applies:

Status Meaning
loadable The model class and the synthesizer are both present.
needs synth (hf_source) The model class is present and no synthesizer exists, so pass hf_source.
needs mlx-lm (or another backend) The backend has no model class for the architecture.
disabled (no known-good GGUF) The code is complete, but each available GGUF is broken at conversion, so the loader refuses the architecture.

The caveat column names the limit a user is most likely to hit, and an empty cell means none is known. Each mapped GGUF architecture has one row, with its family, backend, status and caveat:

GGUF arch Family Backend Status Caveat
beam beam mlx-lm loadable Speculative decoding is not available: the DFlash2 drafter ships only as safetensors.
deepseek2 deepseek mlx-lm loadable DeepSeek-V2, with softmax gating, is not supported.
deepseek4 deepseek mlx-lm loadable The GGUF is not a llama.cpp conversion.
deepseek41 deepseek mlx-lm loadable MTP is not yet implemented. An engram table too large for one GPU buffer, or that alone brings the model under budget, is read from the file.
diffusion-gemma gemma mlx-vlm loadable
ernie4_5-moe ernie mlx-lm loadable
falcon-h1 falcon mlx-lm loadable
flint flint mlx-lm loadable The GGUF has no MTP head, so speculative decoding is not available. --kv-bits has no effect, and the KV cache stays fp16.
gemma gemma mlx-lm loadable
gemma-embedding gemma gmlx loadable
gemma2 gemma mlx-lm loadable Pass hf_source for 27B. Output matches llama.cpp only up to 4096 tokens, the size of the model's sliding attention window.
gemma3 gemma mlx-lm loadable Pass hf_source for 27B.
gemma3n gemma mlx-lm disabled (no known-good GGUF)
gemma4 gemma mlx-lm loadable
glm-dsa deepseek mlx-lm loadable
glm4 glm mlx-lm loadable
glm4moe glm mlx-lm loadable
glm5-next glm mlx-lm loadable The hybrid cache cannot go back in place, so after /retry or /undo, chat reads the earlier conversation again with the next message.
glm5next glm mlx-lm loadable The earlier name of glm5-next, which the first GLM-5.3-Flash uploads carry. Both load the same way.
gpt-oss gpt-oss mlx-lm loadable
granite granite mlx-lm loadable
granitehybrid granite mlx-lm loadable
graniteswitch granite mlx-lm loadable The GGUF has no MTP head, so speculative decoding is not available.
hunyuan-moe hunyuan mlx-lm loadable
hy_v3 hunyuan mlx-lm loadable Early GGUFs whose arch is hy-v3 with a dash are not mapped. Reconvert them.
hyv4 hunyuan mlx-lm loadable The GGUF has no MTP head, so speculative decoding is not available. --kv-bits has no effect, and the KV cache stays fp16.
k2-horizon k2-horizon mlx-lm loadable The GGUF has no MTP head, so speculative decoding is not available.
kimi-k3 kimi mlx-lm loadable The hybrid cache cannot go back in place, so after /retry or /undo, chat reads the earlier conversation again with the next message.
llama llama mlx-lm loadable
minimax-m2 minimax mlx-lm loadable
minimax-m3 minimax_m3 mlx-lm loadable Without indexer tensors or an indexer sidecar file, a GGUF runs dense. Its output is exact to 2048 tokens and degrades beyond that.
mistral3 llama mlx-lm loadable
muse-glimmer muse mlx-lm loadable
muse-spark muse mlx-lm loadable The GGUF has no MTP head, so speculative decoding is not available.
nemotron_h_moe nemotron mlx-lm loadable
phi3 phi3 mlx-lm loadable Pass hf_source for the 128K long-context variants.
qwen2 qwen2 mlx-lm loadable
qwen2moe qwen2 mlx-lm loadable
qwen3 qwen3 mlx-lm loadable
qwen35 qwen3 mlx-lm loadable
qwen35moe qwen3 mlx-lm loadable
qwen3moe qwen3 mlx-lm loadable
qwen3next qwen mlx-lm loadable
qwen3vl qwen3 mlx-lm loadable
qwen3vlmoe qwen3 mlx-lm loadable
qwen4exp qwen3 mlx-lm loadable Speculative decoding needs a companion MTP GGUF beside the model or in an MTP folder, or named with --draft-gguf.
seed_oss seed_oss mlx-lm loadable
smollm3 llama mlx-lm loadable