For the complete documentation index, see llms.txt. Markdown versions of all pages are available by appending .md to any URL (e.g. /get-started.md).

Python module

max.pipelines.architectures

MAX includes built-in support for a wide range of model architectures. Each architecture module registers a SupportedArchitecture instance that tells the pipeline system how to load, configure, and execute a particular model family.

Text generation

deepseekV2	DeepSeek-V2 mixture-of-experts architecture for text generation.
deepseekV3	DeepSeek-V3 mixture-of-experts architecture for text generation.
deepseekV3_2	DeepSeek-V3.2 mixture-of-experts architecture for text generation.
deepseekV3_nextn	DeepSeek-V3 NextN multi-token prediction draft model for speculative decoding.
dflash_llama3	DFlash draft model for Llama3-family targets.
diffusion_gemma	DiffusionGemma block-diffusion architecture.
eagle3_deepseekV3	DeepseekV3 + Eagle3 speculator pipeline.
eagle_llama3	EAGLE speculative decoding draft model for Llama 3.
gemma3	Gemma 3 transformer architecture for text generation.
gemma3multimodal	Gemma 3 vision-language architecture for multimodal text generation.
gemma4	Gemma 4 vision-language architecture for multimodal text generation.
gemma4_assistant
glm5_1	GLM-5.1 (GlmMoeDsa) mixture-of-experts architecture for text generation.
gpt_oss	GPT-OSS mixture-of-experts architecture for text generation.
granite	Granite architecture, builds on llama3.
hy_v3	Tencent Hunyuan Hy3-preview (HYV3ForCausalLM).
idefics3	Idefics3 vision-language architecture for multimodal text generation.
internvl	InternVL vision-language architecture for multimodal text generation.
kimik2_5	Kimi K2.5 mixture-of-experts architecture for text generation.
laguna
lfm2
llama3	Llama 3 transformer architecture for text generation.
llama4	Llama 4 (text-only) transformer architecture for text generation.
mamba	Mamba state-space architecture for text generation.
minimax_m2
mistral	Mistral transformer architecture for text generation.
mistral3	Mistral 3 vision-language architecture for multimodal text generation.
nemotron_h
olmo	OLMo transformer architecture for text generation.
olmo2	OLMo 2 transformer architecture for text generation.
olmo3	OLMo 3 transformer architecture for text generation.
phi3	Phi-3 transformer architecture for text generation.
pixtral	Pixtral vision-language architecture for multimodal text generation.
qwen2	Qwen2 transformer architecture for text generation.
qwen2_5vl	Qwen2.5-VL vision-language architecture for multimodal text generation.
qwen3	Qwen3 transformer architecture for text generation.
qwen3_5
qwen3vl_moe	Qwen3-VL vision-language architecture for multimodal text generation.
step3p5
unified_dflash_kimi_k25	DFlash speculative decoding for Kimi K2.5 with unified graph compilation.
unified_dflash_llama3	DFlash speculative decoding for Llama3 with unified graph compilation.
unified_eagle_llama3	EAGLE speculative decoding draft model for Llama 3 with unified graph compilation.
unified_mtp_deepseekV3	DeepSeek-V3 multi-token prediction draft model for speculative decoding with unified graph compilation.
unified_mtp_gemma4	Gemma4 with MTP draft model for speculative decoding with unified graph compilation.
unified_mtp_glm5_2	GLM-5.2 (DeepSeek-V3.2 sparse) MTP draft model for unified speculative decoding.

Embeddings

bert	BERT sentence transformer architecture for embeddings generation.
mpnet	MPNet sentence transformer architecture for embeddings generation.
qwen3_embedding	Qwen3 architecture for embeddings generation.

Image generation

flux2	FLUX.2 diffusion architecture for image generation.
ideogram4	Ideogram 4 flow-matching text-to-image architecture.
qwen_image	Qwen-Image diffusion architecture for image generation.
qwen_image_edit	Qwen-Image-Edit diffusion architecture for image editing.
wan	Wan diffusion architecture for video generation.