Gemma 3 12B IT Heretic vs Gemma 4 E2B IT

Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.

Gemma 3 12B IT Heretic

DreamFast · 12.2B

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Gemma 4 E2B IT

Google · 5.1B

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Specifications

Gemma 3 12B IT HereticGemma 4 E2B IT
Parameters12.2B5.1B
Context131K131K
ArchitectureGemma3ForConditionalGenerationGemma4ForConditionalGeneration
LicenseGemma TermsApache 2.0
Downloads16.0K2.8M
ReleasedMar 2026

VRAM by Quantization: Gemma 3 12B IT Heretic vs Gemma 4 E2B IT

QuantizationBitsGemma 3 12B IT Heretic VRAMGemma 4 E2B IT VRAM
Q2_K3.406.2 GB2.5 GB
Q3_K_M3.907 GB2.9 GB
Q3_K_S3.506.4 GB2.6 GB
Q4_04.007.2 GB2.9 GB
Q4_K_M4.808.4 GB3.4 GB
Q5_K_M5.709.7 GB4.0 GB
Q6_K6.6011.1 GB4.6 GB
Q8_08.0013.2 GB5.5 GB

Verdict

Gemma 4 E2B IT needs less VRAM at Q4_K_M (3.4 GB vs 8.4 GB), so it fits on smaller GPUs. Gemma 4 E2B IT is the more widely downloaded of the two.

Frequently Asked Questions

Which needs less VRAM, Gemma 3 12B IT Heretic or Gemma 4 E2B IT?

At Q4_K_M, Gemma 3 12B IT Heretic needs 8.4 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 Heretic or Gemma 4 E2B IT?

Gemma 3 12B IT Heretic supports 131,072 tokens and Gemma 4 E2B IT supports 131,072 tokens.

What is the difference between Gemma 3 12B IT Heretic and Gemma 4 E2B IT?

Gemma 3 12B IT Heretic is a 12.2B model from DreamFast (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.