Sentence Similarity
sentence-transformers
Safetensors
qwen3
feature-extraction
dense
Generated from Trainer
loss:CachedMultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf") 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 reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf: direct link, hf CLI and curl.
- Browser
- Download file 616 Bytes
-
https://huggingface.co/reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf/resolve/main/special_tokens_map.json
- Command line
-
hf download hf://reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf/special_tokens_map.json
-
curl -L -o special_tokens_map.json https://huggingface.co/reasonwang/embedding-qwen3-1.7b-embedding_ctxt_ac1_unicode_shuf/resolve/main/special_tokens_map.json
616 Bytes
| { | |
| "additional_special_tokens": [ | |
| "<|im_start|>", | |
| "<|im_end|>", | |
| "<|object_ref_start|>", | |
| "<|object_ref_end|>", | |
| "<|box_start|>", | |
| "<|box_end|>", | |
| "<|quad_start|>", | |
| "<|quad_end|>", | |
| "<|vision_start|>", | |
| "<|vision_end|>", | |
| "<|vision_pad|>", | |
| "<|image_pad|>", | |
| "<|video_pad|>" | |
| ], | |
| "eos_token": { | |
| "content": "<|endoftext|>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "pad_token": { | |
| "content": "<|endoftext|>", | |
| "lstrip": false, | |
| "normalized": false, | |
| "rstrip": false, | |
| "single_word": false | |
| } | |
| } | |