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@NirantK
NirantK committed Mar 7, 2024
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Expand Up @@ -6,7 +6,7 @@ The default text embedding (`TextEmbedding`) model is Flag Embedding, the top mo

## 📈 Why FastEmbed?

1. Light: FastEmbed is a lightweight library with few external dependencies. Including on serverless runtimes like AWS Lambda. We don't require a GPU and don't download GBs of PyTorch dependencies, and instead use the ONNX Runtime.
1. Light: FastEmbed is a lightweight library with few external dependencies. We don't require a GPU and don't download GBs of PyTorch dependencies, and instead use the ONNX Runtime. This makes it a great candidate for serverless runtimes like AWS Lambda.

2. Fast: FastEmbed is designed for speed. We use the ONNX Runtime, which is faster than PyTorch. We also use data-parallelism for encoding large datasets.

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