Part 4/8:
Dynamic quantization applies a similar methodology, allowing only crucial parts of the model to retain high fidelity, while less critical sections are compressed significantly. This innovative approach allows the R1 model to maintain its capabilities while being run on less powerful hardware.
Getting the Model Running Locally
The process of getting the Deep Seek R1 model up and running locally on a typical desktop begins with several steps:
- System Requirements: To effectively run this model, the PC needs to have at least 80 GB of RAM, which could be daunting for an average consumer. However, for an enthusiast with a high-performance build, this figure is achievable.