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gemma-4-e4b-it-parity-8bit-mlx
meshllm/gemma-4-e4b-it-parity-8bit-mlx
gemma-4-e4b-it-parity-8bit-mlx is a machine learning model from meshllm. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for mlx-lm. The card lists the license as gemma.
This repository contains the canonical MLX side of the meshllm Gemma 4 parity pair.
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From the Hugging Face model README
Gemma 4 E4B Instruct Parity MLX (8bit)
This repository contains the canonical MLX side of the meshllm Gemma 4 parity pair.
- Source checkpoint:
google/gemma-4-E4B-it - Conversion path: original checkpoint -> MLX ->
8bit - Intended use: backend parity testing against the matching GGUF artifact
This artifact is not meant to be a generic Gemma 4 community release. It exists so that MLX and GGUF can be compared from the same original model lineage with minimal converter mismatch.
Canonical pair:
- GGUF:
meshllm/gemma-4-e4b-it-parity-q8_0-gguf - MLX:
meshllm/gemma-4-e4b-it-parity-8bit-mlx
Latest trusted exact result:
| Backend | Model | Exact |
|---|---|---|
| GGUF | meshllm/gemma-4-e4b-it-parity-q8_0-gguf/gemma-4-e4b-it-q8_0.gguf | PASS |
| MLX | this repo | PASS |
Prompt comparison from local same-origin validation:
| Prompt | GGUF Q8_0 | MLX 8bit |
|---|---|---|
primary | blue | blue |
alt-green | green | green |
alt-red | red | red |
capital-france | Paris | Paris |
primary-colors | red, green, blue | red, green, blue |
two-plus-two | 4 | 4 |
largest-planet | Jupiter | Jupiter |
breathing-gas | Oxygen | Oxygen |
opposite-hot | Cold | Cold |
banana-color | Yellow | Yellow |
after-monday | Tuesday | Tuesday |
- Library
- mlx-lm
- Type
- gemma4
- License
- gemma
- Created
- Apr 6, 2026
- Updated
- Apr 6, 2026