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Upload gte-base ONNX model

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  1. README.md +52 -0
  2. model.onnx +3 -0
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README.md ADDED
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+ ---
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+ library_name: onnx
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+ tags:
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+ - gte
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+ - sentence-transformers
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+ - sentence-similarity
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+ - feature-extraction
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+ - onnx
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+ - inference4j
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+ license: mit
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+ pipeline_tag: sentence-similarity
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+ ---
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+
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+ # GTE Base — ONNX
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+
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+ ONNX export of [thenlper/gte-base](https://huggingface.co/thenlper/gte-base), an English embedding model from Alibaba. Maps sentences to 768-dimensional dense vectors using CLS pooling with L2 normalization.
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+
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+ Mirrored for use with [inference4j](https://github.com/inference4j/inference4j), an inference-only AI library for Java.
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+
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+ ## Original Source
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+
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+ - **Repository:** [thenlper/Alibaba (ONNX by Xenova)](https://huggingface.co/thenlper/gte-base)
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+ - **License:** mit
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+
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+ ## Usage with inference4j
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+
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+ ```java
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+ try (SentenceTransformerEmbedder model = SentenceTransformerEmbedder.builder()
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+ .modelId("inference4j/gte-base")
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+ .poolingStrategy(PoolingStrategy.CLS)
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+ .normalize()
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+ .build()) {
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+ float[] embedding = model.encode("Hello, world!");
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+ System.out.println("Dimension: " + embedding.length); // 768
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+ }
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+ ```
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+
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+ ## Model Details
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+
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+ | Property | Value |
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+ |----------|-------|
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+ | Architecture | BERT Base (12 layers, 768 hidden) |
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+ | Task | Sentence embeddings / semantic similarity |
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+ | Output dimension | 768 |
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+ | Pooling | CLS |
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+ | Normalization | L2 |
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+ | Max sequence length | 512 |
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+ | Original framework | PyTorch (HuggingFace Transformers) |
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+
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+ ## License
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+
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+ This model is licensed under the [MIT License](https://opensource.org/licenses/MIT). Original model by [thenlper/Alibaba](https://huggingface.co/thenlper/gte-base), ONNX export by [Xenova](https://huggingface.co/Xenova).
model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:5a2a2a94a85a7e4645bfe7bf7635b010ba1a3e46752780f4d4172af062a260e1
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+ size 435811539
vocab.txt ADDED
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