Sentence Similarity
ANEForge
Safetensors
sentence-transformers
bert
apple-neural-engine
text-embeddings-inference
Instructions to use aneforge/gte-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ANEForge
How to use aneforge/gte-small with ANEForge:
# Run this model's encoder on the Apple Neural Engine, without CoreML. from aneforge.sentence_transformers import SentenceTransformer model = SentenceTransformer("aneforge/gte-small") embeddings = model.encode(["Hello from the Neural Engine"], normalize_embeddings=True) - sentence-transformers
How to use aneforge/gte-small with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("aneforge/gte-small") 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] - Notebooks
- Google Colab
- Kaggle
Download config.json from aneforge/gte-small: direct link, hf CLI and curl.
- Browser
- Download file 583 Bytes
-
https://huggingface.co/aneforge/gte-small/resolve/main/config.json
- Command line
-
hf download hf://aneforge/gte-small/config.json
-
curl -L -o config.json https://huggingface.co/aneforge/gte-small/resolve/main/config.json
583 Bytes
| { | |
| "architectures": [ | |
| "BertModel" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 384, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 1536, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "position_embedding_type": "absolute", | |
| "torch_dtype": "float16", | |
| "transformers_version": "4.28.1", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 30522 | |
| } | |