MiniMax M2.7 REAP 172B A10B NVFP4 GB10

MiniMax

Open WeightModel weights are publicly available — can be downloaded and self-hosted

Released April 2026197K context≈ 147,456 words172B params

A massive 172B parameter mixture-of-experts model that activates only 10B parameters per forward pass, keeping inference costs manageable despite its large total size. It handles very long contexts — nearly 200K tokens — making it capable of processing lengthy documents or extended conversations without truncation. The NVFP4 quantization format suggests it's optimized for specific NVIDIA hardware configurations.

Capabilities

Capability scores are AI-generated based on model documentation, benchmarks, and technical specifications. Learn more

Factual Knowledge

Moderate

Tool Use

MiniMax M2.7 REAP 172B A10B NVFP4 GB10

MiniMax

Open WeightModel weights are publicly available — can be downloaded and self-hosted

Released April 2026197K context≈ 147,456 words172B params

A massive 172B parameter mixture-of-experts model that activates only 10B parameters per forward pass, keeping inference costs manageable despite its large total size. It handles very long contexts — nearly 200K tokens — making it capable of processing lengthy documents or extended conversations without truncation. The NVFP4 quantization format suggests it's optimized for specific NVIDIA hardware configurations.

Capabilities

Capability scores are AI-generated based on model documentation, benchmarks, and technical specifications. Learn more

Factual Knowledge

Moderate

Tool Use

Glossary

Forward PassA single computation cycle where input data flows through the model's layers to produce an output prediction.InferenceThe process of running a trained model to generate predictions or outputs from new inputs.ParametersThe learned numerical values in a model — more parameters generally means more capacity but higher compute cost.QuantizationReducing a model's numerical precision (e.g., from 16-bit to 4-bit) to shrink memory usage and speed up inference.TokensThe basic units of text that a language model processes, typically representing words or word fragments.

Capabilities

Capabilities

Use Case Fit

Glossary