gemma-4-E4B-it-heretic-mlx-nvfp4

Converted from coder3101/gemma-4-E4B-it-heretic with mlx_vlm.convert.

• Quantization: nvfp4
• q_bits: 4
• q_mode: nvfp4
• Source type: Gemma 4 multimodal (Gemma4ForConditionalGeneration)
• Converter env: /Users/vanch/.cache/lm-studio/.venvs/gemma4-mlx
• Validation date: 2026-04-26

Validation Summary

• Status: passed local text and vision smoke tests
• Vision metadata present: processor_config.json and preprocessor_config.json
• Peak memory across sampled tests: 7.669 GB

Validation Matrix

Case	Output	Prompt TPS	Generation TPS	Peak Memory
Text: one-sentence model description	Gemma 4 is a family of open-weights large language models developed by Google DeepMind.	173.435	67.026	6.921 GB
Text: two-bullet structured answer	* This model belongs to the Gemma family of open-weights models. * As a member of this family, it can process and understand multimodal inputs, depending on the specific version being utilized.	238.298	65.270	6.933 GB
Vision: red image color identification	The image is red.	576.505	73.123	7.627 GB
Vision: blue image color identification	The image is blue.	570.144	73.028	7.669 GB

Local Artifacts

• Full verification logs: /Users/vanch/models/gemma4-e4b-heretic-full-verify/nvfp4-*.log