Sentence Similarity
sentence-transformers
Safetensors
MLX
gemma3_text
feature-extraction
text-embeddings-inference
Instructions to use mlx-community/embeddinggemma-300m-bf16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use mlx-community/embeddinggemma-300m-bf16 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("mlx-community/embeddinggemma-300m-bf16") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - MLX
How to use mlx-community/embeddinggemma-300m-bf16 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download mlx-community/embeddinggemma-300m-bf16 --local-dir embeddinggemma-300m-bf16
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download special_tokens_map.json from mlx-community/embeddinggemma-300m-bf16: direct link, hf CLI and curl.
- Browser
- Download file 662 Bytes
-
https://huggingface.co/mlx-community/embeddinggemma-300m-bf16/resolve/main/special_tokens_map.json
- Command line
-
hf download hf://mlx-community/embeddinggemma-300m-bf16/special_tokens_map.json
-
curl -L -o special_tokens_map.json https://huggingface.co/mlx-community/embeddinggemma-300m-bf16/resolve/main/special_tokens_map.json
662 Bytes
| { | |
| "boi_token": "<start_of_image>", | |
| "bos_token": { | |
| "content": "<bos>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "eoi_token": "<end_of_image>", | |
| "eos_token": { | |
| "content": "<eos>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "image_token": "<image_soft_token>", | |
| "pad_token": { | |
| "content": "<pad>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "unk_token": { | |
| "content": "<unk>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| } | |
| } | |