Sentence Similarity
sentence-transformers
Safetensors
English
mpnet
feature-extraction
semantic-search
embeddings
fine-tuned
atles
echo
personal-knowledge
Eval Results (legacy)
text-embeddings-inference
Instructions to use spartan8806/echo-tuned-embedding-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use spartan8806/echo-tuned-embedding-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("spartan8806/echo-tuned-embedding-v2") 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 special_tokens_map.json from spartan8806/echo-tuned-embedding-v2: direct link, hf CLI and curl.
- Browser
- Download file 1.02 kB
-
https://huggingface.co/spartan8806/echo-tuned-embedding-v2/resolve/main/special_tokens_map.json
- Command line
-
hf download hf://spartan8806/echo-tuned-embedding-v2/special_tokens_map.json
-
curl -L -o special_tokens_map.json https://huggingface.co/spartan8806/echo-tuned-embedding-v2/resolve/main/special_tokens_map.json
1.02 kB
| { | |
| "bos_token": { | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "cls_token": { | |
| "content": "<s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "eos_token": { | |
| "content": "</s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "mask_token": { | |
| "content": "<mask>", | |
| "lstrip": true, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "pad_token": { | |
| "content": "<pad>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "sep_token": { | |
| "content": "</s>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "unk_token": { | |
| "content": "[UNK]", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| } | |
| } | |