Gemma 2 27B IT vs Gemma 2B IT Tflite
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Gemma 2 27B IT | Gemma 2B IT Tflite | |
|---|---|---|
| Parameters | 27.2B | 2B |
| Context | 8K | — |
| Architecture | — | — |
| License | Gemma Terms | Gemma Terms |
| Downloads | 130.7K | 0 |
| Released | Aug 2024 | Jun 2024 |
VRAM by Quantization: Gemma 2 27B IT vs Gemma 2B IT Tflite
| Quantization | Bits | Gemma 2 27B IT VRAM | Gemma 2B IT Tflite VRAM |
|---|---|---|---|
| Q2_K | 3.40 | 12.7 GB | 0.9 GB |
| Q3_K_M | 3.90 | 14.6 GB | 1.1 GB |
| Q3_K_S | 3.50 | 13.1 GB | 1.0 GB |
| Q4_0 | 4.00 | — | 1.1 GB |
| Q4_K_M | 4.80 | 18.0 GB | 1.3 GB |
| Q5_K_M | 5.70 | 21.3 GB | 1.6 GB |
| Q6_K | 6.60 | 24.7 GB | 1.8 GB |
| Q8_0 | 8.00 | 29.9 GB | 2.2 GB |
Verdict
Gemma 2B IT Tflite needs less VRAM at Q4_K_M (1.3 GB vs 18.0 GB), so it fits on smaller GPUs.
Frequently Asked Questions
- Which needs less VRAM, Gemma 2 27B IT or Gemma 2B IT Tflite?
At Q4_K_M, Gemma 2 27B IT needs 18.0 GB and Gemma 2B IT Tflite needs 1.3 GB, so Gemma 2B IT Tflite is the lighter option to run locally.
- What is the difference between Gemma 2 27B IT and Gemma 2B IT Tflite?
Gemma 2 27B IT is a 27.2B model from Google (Gemma 2 family), while Gemma 2B IT Tflite is a 2B model from Google (Gemma 2 family). Compare their VRAM requirements above to see which fits your GPU or Mac.