Gemma 3 12B IT vs Gemma 4 E2B IT
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Gemma 3 12B IT | Gemma 4 E2B IT | |
|---|---|---|
| Parameters | 12.2B | 5.1B |
| Context | 33K | 131K |
| Architecture | — | Gemma4ForConditionalGeneration |
| License | Gemma Terms | Apache 2.0 |
| Downloads | 3.0M | 2.8M |
| Released | — | — |
VRAM by Quantization: Gemma 3 12B IT vs Gemma 4 E2B IT
| Quantization | Bits | Gemma 3 12B IT VRAM | Gemma 4 E2B IT VRAM |
|---|---|---|---|
| Q2_K | 3.40 | 5.7 GB | 2.5 GB |
| Q3_K_M | 3.90 | 6.5 GB | 2.9 GB |
| Q3_K_S | 3.50 | 5.9 GB | 2.6 GB |
| Q4_0 | 4.00 | 6.7 GB | 2.9 GB |
| Q4_K_M | 4.80 | 8.0 GB | 3.4 GB |
| Q5_K_M | 5.70 | 9.6 GB | 4.0 GB |
| Q6_K | 6.60 | 11.1 GB | 4.6 GB |
| Q8_0 | 8.00 | 13.4 GB | 5.5 GB |
Verdict
Gemma 4 E2B IT needs less VRAM at Q4_K_M (3.4 GB vs 8.0 GB), so it fits on smaller GPUs. Gemma 4 E2B IT supports a longer context window (131K tokens). Gemma 3 12B IT is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Gemma 3 12B IT or Gemma 4 E2B IT?
At Q4_K_M, Gemma 3 12B IT needs 8.0 GB and Gemma 4 E2B IT needs 3.4 GB, so Gemma 4 E2B IT is the lighter option to run locally.
- Which has a longer context window, Gemma 3 12B IT or Gemma 4 E2B IT?
Gemma 3 12B IT supports 32,768 tokens and Gemma 4 E2B IT supports 131,072 tokens.
- What is the difference between Gemma 3 12B IT and Gemma 4 E2B IT?
Gemma 3 12B IT is a 12.2B model from Google (Gemma family), while Gemma 4 E2B IT is a 5.1B model from Google (Gemma family). Compare their VRAM requirements above to see which fits your GPU or Mac.