Feature Extraction
Transformers
ONNX
Safetensors
multilingual
bidirectional_pplx_qwen3
sentence-similarity
conteb
contextual-embeddings
custom_code
text-embeddings-inference
Instructions to use perplexity-ai/pplx-embed-context-v1-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use perplexity-ai/pplx-embed-context-v1-4b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="perplexity-ai/pplx-embed-context-v1-4b", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("perplexity-ai/pplx-embed-context-v1-4b", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Fix transformers 5.9+ compatibility: create_causal_mask kwargs (#6)
- Fix transformers 5.x compatibility (create_causal_mask kwargs) (870d3aeffc2f9d689de1ed8a6b455252f2c9b451) Co-authored-by: Maximilian Schall <maximilian-schall-ppx@users.noreply.huggingface.co>679845b
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Add `transformers` tag in `README.md` (#5)
- Add `transformers` tag in `README.md` (c7f341e1e59ad215932a1862447701ba219383bf) Co-authored-by: Alvaro Bartolome <alvarobartt@users.noreply.huggingface.co>0cb9b89
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fix: remove ubinary from README
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fix: API call
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Add new model implementation and rest (#1)
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