How to Install Cosmos-Reason2-2B Windows 10 with Native FP4

How to Install Cosmos-Reason2-2B Windows 10 with Native FP4

The most rapid route to a local installation of this model is through WSL2.

Please follow the instructions listed below to get started.

The loader auto-caches the model archive (several GBs included).

Without any user input, the software calibrates parameters for optimal hardware usage.

🛠 Hash code: 6d1fda95ea4a4179c3868d7e53994b06 — Last modification: 2026-07-01



  • Processor: next-gen chip for heavy context processing
  • RAM: enough space for background apps and OS overhead
  • Disk Space: at least 100 GB for multiple local LLM variants
  • Graphics: stable 30+ tk/s at 4-bit quantization on medium setup

The Cosmos-Reason2-2B model delivers state‑of‑the‑art reasoning capabilities in a compact 2‑billion parameter package. It leverages a hybrid training approach that combines symbolic reasoning with large‑scale neural data to achieve superior performance on logical inference tasks. Despite its small size, the model maintains a long contextual window, enabling it to process up to 8K tokens per input without significant loss in accuracy. The architecture incorporates efficient attention mechanisms that reduce computational overhead, making it ideal for deployment on edge devices and research experiments. Benchmarks show that Cosmos-Reason2-2B outperforms comparable models by a notable margin on reasoning‑focused datasets while consuming less power. Its open‑source release encourages community contributions, fostering rapid iteration and the development of new reasoning‑augmented applications.

Parameter Value
Parameters 2 B
Context Length 8K tokens
Training Data Hybrid symbolic + neural corpora
Benchmark (MMLU) 84.3 %
Inference Latency 12 ms
Model Size 7.5 MB
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