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MiroThinker 1.7 Mini by miromind-ai

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MiroThinker 1.7 Mini is an open-source language model by miromind-ai. Features: 235b LLM, VRAM: 61.1GB, Context: 256K, License: apache-2.0.

  Arxiv:2511.11793   Agent Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-235b-a22...   Conversational   Deep-research   En   Endpoints compatible   Miromind   Open-source   Qwen3 moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/miromind-ai/MiroThinker-1.7-mini 
MiroThinker 1.7 Mini (miromind-ai/MiroThinker-1.7-mini)
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MiroThinker 1.7 Mini Parameters and Internals

LLM NameMiroThinker 1.7 Mini
Repository 🤗https://huggingface.co/miromind-ai/MiroThinker-1.7-mini 
Base Model(s)  Qwen3 235B A22B Thinking 2507   Qwen/Qwen3-235B-A22B-Thinking-2507
Model Size235b
Required VRAM61.1 GB
Updated2026-03-27
Maintainermiromind-ai
Model Typeqwen3_moe
Model Files  5.0 GB: 1-of-13   5.0 GB: 2-of-13   5.0 GB: 3-of-13   5.0 GB: 4-of-13   5.0 GB: 5-of-13   5.0 GB: 6-of-13   5.0 GB: 7-of-13   5.0 GB: 8-of-13   5.0 GB: 9-of-13   5.0 GB: 10-of-13   5.0 GB: 11-of-13   5.0 GB: 12-of-13   1.1 GB: 13-of-13
Supported Languagesen
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.51.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to MiroThinker 1.7 Mini

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Context / RAM
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...en3 235B A22B Instruct 2507 1M986K / 171.9 GB121
Qwen3 235B A22B Instruct 2507256K / 171.9 GB149338763
Qwen3 235B A22B Thinking 2507256K / 179.9 GB65585357
...n3 235B A22B Instruct 2507 FP8256K / 236.5 GB157287124
...n3 235B A22B Thinking 2507 FP8256K / 236.5 GB4077682
...n3 235B A22B Instruct 2507 FP8256K / 236.5 GB43543
Qwen3 235B A22B Instruct 2507256K / 167.9 GB1589
Qwen3 235B A22B Thinking 2507256K / 167.9 GB1672
...n3 235B A22B Thinking 2507 FP8256K / 236.5 GB182
... 235B A22B Instruct 2507 NVFP4256K / 139.2 GB38826
Note: green Score (e.g. "73.2") means that the model is better than miromind-ai/MiroThinker-1.7-mini.

Rank the MiroThinker 1.7 Mini Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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