Cosmos-Reason2-2B

To get this model running locally in no time, utilize the built-in WSL tools.

Make sure you implement the steps mentioned below.

An automated background process downloads all required large-scale files.

The deployment tool scans your environment and chooses the ideal parameters.

๐Ÿ”— SHA sum: 06bf383e7a50a840a8c01d5072a35940 | Updated: 2026-06-28



  • CPU: AVX2/AVX-512 instruction set required for llama.cpp
  • RAM: at least 32 GB in dual-channel mode for bandwidth
  • Disk Space: free: 80 GB on system drive for scratch space
  • Graphics: TensorRT-LLM / vLLM inference engine compatible chip

The Cosmos-Reason2-2B model delivers stateโ€‘ofโ€‘theโ€‘art reasoning capabilities in a compact 2โ€‘billion parameter package. It leverages a hybrid training approach that combines symbolic reasoning with largeโ€‘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 reasoningโ€‘focused datasets while consuming less power. Its openโ€‘source release encourages community contributions, fostering rapid iteration and the development of new reasoningโ€‘augmented applications.

Parameter Value
Parameters 2โ€ฏB
Context Length 8K tokens
Training Data Hybrid symbolic + neural corpora
Benchmark (MMLU) 84.3โ€ฏ%
Inference Latency 12โ€ฏms
Model Size 7.5โ€ฏMB
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