MiniMaxAI/MiniMax-M3.1-Flash开源了新模型

MiniMax MiniMaxAI/MiniMax-M3.1-Flash MiniMaxAI/MiniMax-M3.1-Flash https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash

MiniMaxAI/MiniMax-M3.1-Flash · Hugging Face Hugging Face (https://huggingface.co/) Models (https://huggingface.co/models) Datasets (https://huggingface.co/datasets) Spaces (https://huggingface.co/spaces) Buckets new (https://huggingface.co/storage) Docs (https://huggingface.co/docs) Enterprise (https://huggingface.co/enterprise) Pricing (https://huggingface.co/pricing) Website Tasks (https://huggingface.co/tasks) HuggingChat (https://huggingface.co/chat) Collections (https://huggingface.co/collections) Languages (https://huggingface.co/languages) Organizations (https://huggingface.co/organizations) Community Blog (https://huggingface.co/blog) Posts (https://huggingface.co/posts) Daily Papers (https://huggingface.co/papers) Hardware (https://huggingface.co/hardware) Learn (https://huggingface.co/learn) Discord (https://huggingface.co/join/discord) Forum (https://discuss.huggingface.co/) GitHub (https://github.com/huggingface) Solutions Team & Enterprise (https://huggingface.co/enterprise) Hugging Face PRO (https://huggingface.co/pro) Enterprise Support (https://huggingface.co/support) Inference Providers (https://huggingface.co/inference/models) Inference Endpoints (https://huggingface.co/inference-endpoints) Storage Buckets (https://huggingface.co/storage) Log In (https://huggingface.co/login) Sign Up (https://huggingface.co/join) (https://huggingface.co/MiniMaxAI) MiniMaxAI (https://huggingface.co/MiniMaxAI) / MiniMax-M3.1-Flash (https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash) Like 257 Follow MiniMax 11.4k Image-Text-to-Text (https://huggingface.co/models?pipeline_tag=image-text-to-text) Transformers (https://huggingface.co/models?library=transformers) Safetensors (https://huggingface.co/models?library=safetensors) minimax_m3_vl (https://huggingface.co/models?other=minimax_m3_vl) multimodal (https://huggingface.co/models?other=multimodal) Mixture of Experts (https://huggingface.co/models?other=moe) agent (https://huggingface.co/models?other=agent) coding (https://huggingface.co/models?other=coding) video (https://huggingface.co/models?other=video) conversational (https://huggingface.co/models?other=conversational) custom_code (https://huggingface.co/models?other=custom_code) Eval Results (https://huggingface.co/models?other=eval-results) 8-bit precision (https://huggingface.co/models?other=8-bit) mxfp8 (https://huggingface.co/models?other=mxfp8) arxiv: 2606.13392 License: minimax-community Model card (https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash) Files Files and versions xet (https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash/tree/main) Community 6 (https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash/discussions) Deploy Copy to bucket new Use this model Instructions to use MiniMaxAI/MiniMax-M3.1-Flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started. Libraries Transformers (https://huggingface.co/MiniMaxAI/MiniMax-M3.1-Flash?library=transformers) How to use MiniMaxAI/MiniMax-M3.1-Flash with Transformers: # Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="MiniMaxAI/MiniMax-M3.1-Flash", trust_remote_code=True) messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] pipe(text=messages) # pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("MiniMaxAI/MiniMax-M3.1-Flash", trust_remote_code=True) model = AutoModelForMultimodalLM.from_pretrained("MiniMaxAI/MiniMax-M3.1-Flash", trust_remote_code=True, device_map="auto") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-ima