Sentence Similarity
sentence-transformers
Safetensors
gemma3_text
feature-extraction
dense
Generated from Trainer
dataset_size:6
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Instructions to use bebechien/embedding-gemma-finetuned-hn with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use bebechien/embedding-gemma-finetuned-hn with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("bebechien/embedding-gemma-finetuned-hn") sentences = [ "MY_FAVORITE_NEWS", "Show HN: I've built a tiny hand-held keyboard", "LLMs are mortally terrified of exceptions", "My first contribution to Linux" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Download config_sentence_transformers.json from bebechien/embedding-gemma-finetuned-hn: direct link, hf CLI and curl.
- Browser
- Download file 997 Bytes
-
https://huggingface.co/bebechien/embedding-gemma-finetuned-hn/resolve/main/config_sentence_transformers.json
- Command line
-
hf download hf://bebechien/embedding-gemma-finetuned-hn/config_sentence_transformers.json
-
curl -L -o config_sentence_transformers.json https://huggingface.co/bebechien/embedding-gemma-finetuned-hn/resolve/main/config_sentence_transformers.json
997 Bytes
| { | |
| "model_type": "SentenceTransformer", | |
| "__version__": { | |
| "sentence_transformers": "5.1.1", | |
| "transformers": "4.57.0.dev0", | |
| "pytorch": "2.8.0+cu126" | |
| }, | |
| "prompts": { | |
| "query": "task: search result | query: ", | |
| "document": "title: none | text: ", | |
| "BitextMining": "task: search result | query: ", | |
| "Clustering": "task: clustering | query: ", | |
| "Classification": "task: classification | query: ", | |
| "InstructionRetrieval": "task: code retrieval | query: ", | |
| "MultilabelClassification": "task: classification | query: ", | |
| "PairClassification": "task: sentence similarity | query: ", | |
| "Reranking": "task: search result | query: ", | |
| "Retrieval": "task: search result | query: ", | |
| "Retrieval-query": "task: search result | query: ", | |
| "Retrieval-document": "title: none | text: ", | |
| "STS": "task: sentence similarity | query: ", | |
| "Summarization": "task: summarization | query: " | |
| }, | |
| "default_prompt_name": null, | |
| "similarity_fn_name": "cosine" | |
| } |