Gemma 2 27B IT vs Gemma 2 2B Pytorch
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Gemma 2 27B IT | Gemma 2 2B Pytorch | |
|---|---|---|
| Parameters | 27.2B | 2B |
| Context | 8K | — |
| Architecture | — | — |
| License | Gemma Terms | Gemma Terms |
| Downloads | 130.7K | 0 |
| Released | Aug 2024 | Jul 2024 |
VRAM by Quantization: Gemma 2 27B IT vs Gemma 2 2B Pytorch
| Quantization | Bits | Gemma 2 27B IT VRAM | Gemma 2 2B Pytorch VRAM |
|---|---|---|---|
| Q2_K | 3.40 | 12.7 GB | — |
| Q3_K_M | 3.90 | 14.6 GB | — |
| Q3_K_S | 3.50 | 13.1 GB | — |
| Q4_K_M | 4.80 | 18.0 GB | — |
| Q5_K_M | 5.70 | 21.3 GB | — |
| Q6_K | 6.60 | 24.7 GB | — |
| Q8_0 | 8.00 | 29.9 GB | — |
Verdict
Gemma 2 27B IT and Gemma 2 2B Pytorch are closely matched on the available specs — pick whichever fits your hardware and use case.
Frequently Asked Questions
- What is the difference between Gemma 2 27B IT and Gemma 2 2B Pytorch?
Gemma 2 27B IT is a 27.2B model from Google (Gemma 2 family), while Gemma 2 2B Pytorch is a 2B model from Google (Gemma 2 family). Compare their VRAM requirements above to see which fits your GPU or Mac.