lightonai / answerai-colbert-small-v1-onnx

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Introduction of answerai-colbert-small-v1-onnx

Model Details of answerai-colbert-small-v1-onnx

answerai-colbert-small-v1-onnx

ONNX export of answerdotai/answerai-colbert-small-v1 for fast CPU inference.

Model Details
Files
File Description
model.onnx FP32 ONNX model
model_int8.onnx INT8 quantized model (faster)
tokenizer.json Tokenizer configuration
config_sentence_transformers.json Model configuration
Usage with colbert-onnx (Rust)
use colbert_onnx::Colbert;

let mut model = Colbert::from_pretrained("path/to/model")?;
let embeddings = model.encode_documents(&["Hello world"])?;
Export Tool

This model was exported using pylate-onnx-export :

pip install "pylate-onnx-export @ git+https://github.com/lightonai/next-plaid.git#subdirectory=onnx/python"
pylate-onnx-export answerdotai/answerai-colbert-small-v1 --push-to-hub lightonai/answerai-colbert-small-v1-onnx

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answerai-colbert-small-v1-onnx huggingface.co

answerai-colbert-small-v1-onnx huggingface.co is an AI model on huggingface.co that provides answerai-colbert-small-v1-onnx's model effect (), which can be used instantly with this lightonai answerai-colbert-small-v1-onnx model. huggingface.co supports a free trial of the answerai-colbert-small-v1-onnx model, and also provides paid use of the answerai-colbert-small-v1-onnx. Support call answerai-colbert-small-v1-onnx model through api, including Node.js, Python, http.

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answerai-colbert-small-v1-onnx install

answerai-colbert-small-v1-onnx is an open source model from GitHub that offers a free installation service, and any user can find answerai-colbert-small-v1-onnx on GitHub to install. At the same time, huggingface.co provides the effect of answerai-colbert-small-v1-onnx install, users can directly use answerai-colbert-small-v1-onnx installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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