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Upload folder using huggingface_hub

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+ ---
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+ license: other
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+ library_name: transformers
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+ tags:
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+ - mlx
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+ extra_gated_heading: Access Gemma on Hugging Face
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+ extra_gated_prompt: To access Gemma on Hugging Face, you’re required to review and
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+ agree to Google’s usage license. To do this, please ensure you’re logged-in to Hugging
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+ Face and click below. Requests are processed immediately.
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+ extra_gated_button_content: Acknowledge license
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+ license_name: gemma-terms-of-use
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+ license_link: https://ai.google.dev/gemma/terms
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+ ---
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+
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+ # mlx-community/4bit-gemma
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+ This model was converted to MLX format from [`google/gemma-2b`]().
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+ Refer to the [original model card](https://huggingface.co/google/gemma-2b) for more details on the model.
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+ ## Use with mlx
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+
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+ ```bash
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+ pip install mlx-lm
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+ ```
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+
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+ ```python
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+ from mlx_lm import load, generate
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+
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+ model, tokenizer = load("mlx-community/4bit-gemma")
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+ response = generate(model, tokenizer, prompt="hello", verbose=True)
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+ ```
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+ {
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+ "add_bos_token": true,
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+ "add_eos_token": false,
4
+ "added_tokens_decoder": {
5
+ "0": {
6
+ "content": "<pad>",
7
+ "lstrip": false,
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+ "normalized": false,
9
+ "rstrip": false,
10
+ "single_word": false,
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+ "special": true
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+ },
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+ "1": {
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+ "content": "<eos>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
19
+ "special": true
20
+ },
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+ "2": {
22
+ "content": "<bos>",
23
+ "lstrip": false,
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+ "normalized": false,
25
+ "rstrip": false,
26
+ "single_word": false,
27
+ "special": true
28
+ },
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+ "3": {
30
+ "content": "<unk>",
31
+ "lstrip": false,
32
+ "normalized": false,
33
+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ }
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+ },
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+ "bos_token": "<bos>",
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+ "clean_up_tokenization_spaces": false,
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+ "eos_token": "<eos>",
41
+ "legacy": null,
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+ "model_max_length": 1000000000000000019884624838656,
43
+ "pad_token": "<pad>",
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+ "sp_model_kwargs": {},
45
+ "spaces_between_special_tokens": false,
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+ "tokenizer_class": "GemmaTokenizer",
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+ "unk_token": "<unk>",
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+ "use_default_system_prompt": false
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+ }