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TheStageAI
/
gemma-4-E2B-it

Image-Text-to-Text
MLX
English
multilingual
gemma4
gemma
gemma-4
edge
on-device
apple-silicon
quantization
gptq
aqlm
ple
Model card Files Files and versions
xet
Community

Instructions to use TheStageAI/gemma-4-E2B-it with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • MLX

    How to use TheStageAI/gemma-4-E2B-it with MLX:

    # Make sure mlx-vlm is installed
    # pip install --upgrade mlx-vlm
    
    from mlx_vlm import load, generate
    from mlx_vlm.prompt_utils import apply_chat_template
    from mlx_vlm.utils import load_config
    
    # Load the model
    model, processor = load("TheStageAI/gemma-4-E2B-it")
    config = load_config("TheStageAI/gemma-4-E2B-it")
    
    # Prepare input
    image = ["http://images.cocodataset.org/val2017/000000039769.jpg"]
    prompt = "Describe this image."
    
    # Apply chat template
    formatted_prompt = apply_chat_template(
        processor, config, prompt, num_images=1
    )
    
    # Generate output
    output = generate(model, processor, formatted_prompt, image)
    print(output)
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • LM Studio
gemma-4-E2B-it
3.51 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 14 commits
quazim's picture
quazim
Correct compression ratio 6.7x -> 6.4x
da72278 verified 1 day ago
  • .gitattributes
    1.57 kB
    Upload folder using huggingface_hub 9 days ago
  • README.md
    5.3 kB
    Correct compression ratio 6.7x -> 6.4x 1 day ago
  • audio_tower.safetensors
    173 MB
    xet
    Upload folder using huggingface_hub 8 days ago
  • config.json
    18.4 kB
    Upload folder using huggingface_hub 8 days ago
  • model_l.safetensors
    1.47 GB
    xet
    Add model_l.safetensors (l size) 2 days ago
  • model_m.safetensors
    1.2 GB
    xet
    Upload model_m.safetensors with huggingface_hub 6 days ago
  • ple_l.safetensors
    259 MB
    xet
    Add ple_l.safetensors (l size) 2 days ago
  • ple_m.safetensors
    259 MB
    xet
    Rename ple.safetensors -> ple_m.safetensors (per-size PLE) 2 days ago
  • tokenizer.json
    32.2 MB
    xet
    Upload folder using huggingface_hub 9 days ago
  • tokenizer_config.json
    2.1 kB
    Upload folder using huggingface_hub 9 days ago
  • vision_tower.safetensors
    118 MB
    xet
    Upload folder using huggingface_hub 8 days ago