Feature Extraction
sentence-transformers
ONNX
Safetensors
multilingual
bidirectional_pplx_qwen3
sentence-similarity
mteb
custom_code
text-embeddings-inference
Instructions to use perplexity-ai/pplx-embed-v1-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use perplexity-ai/pplx-embed-v1-4b with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("perplexity-ai/pplx-embed-v1-4b", trust_remote_code=True) sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Add missing tokenizer.json (fast tokenizer for TEI compatibility)
Browse filesThe 0.6B model includes tokenizer.json but the 4B does not. This prevents HuggingFace Text Embeddings Inference (TEI) from loading the model, since TEI requires the fast tokenizer format.
Generated from the same Qwen3 tokenizer files (vocab.json + merges.txt) that are already in the repo. Identical to the tokenizer.json in pplx-embed-v1-0.6B.
- .gitattributes +1 -0
- tokenizer.json +3 -0
.gitattributes
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:c6fb5c5bbba5fa5f8332edfb6d8aa67bd7fb3d75365b1765f108201698eaebf5
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size 11422837
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