Codegemma 7B IT vs Gemma 4 E4B Luchador
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Codegemma 7B IT | Gemma 4 E4B Luchador | |
|---|---|---|
| Parameters | 8.5B | 8.0B |
| Context | — | 131K |
| Architecture | — | Gemma4ForConditionalGeneration |
| License | Gemma Terms | Gemma Terms |
| Downloads | 6.8K | 238 |
| Released | Aug 2024 | May 2026 |
VRAM by Quantization: Codegemma 7B IT vs Gemma 4 E4B Luchador
| Quantization | Bits | Codegemma 7B IT VRAM | Gemma 4 E4B Luchador VRAM |
|---|---|---|---|
| BF16 | 16.00 | 18.8 GB | 16.5 GB |
| Q2_K | 3.40 | 4.0 GB | — |
| Q3_K_M | 3.90 | 4.6 GB | — |
| Q4_K_M | 4.80 | 5.6 GB | — |
| Q5_K_M | 5.70 | 6.7 GB | — |
| Q6_K | 6.60 | 7.8 GB | — |
| Q8_0 | 8.00 | 9.4 GB | — |
Verdict
Gemma 4 E4B Luchador needs less VRAM at BF16 (16.5 GB vs 18.8 GB), so it fits on smaller GPUs. Codegemma 7B IT is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Codegemma 7B IT or Gemma 4 E4B Luchador?
At BF16, Codegemma 7B IT needs 18.8 GB and Gemma 4 E4B Luchador needs 16.5 GB, so Gemma 4 E4B Luchador is the lighter option to run locally.
- What is the difference between Codegemma 7B IT and Gemma 4 E4B Luchador?
Codegemma 7B IT is a 8.5B model from Google (Gemma family), while Gemma 4 E4B Luchador is a 8.0B model from rpDungeon (Gemma family). Compare their VRAM requirements above to see which fits your GPU or Mac.