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README.md ADDED
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+ ---
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+ dataset_info:
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+ features:
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+ - name: id
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ - name: embedding
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+ list: float32
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+ length: 768
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+ splits:
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+ - name: train
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+
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+ num_examples: 629346
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+
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+ dataset_size: 629346
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+ download_size: 629346
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: train/*
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+ metadata:
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+ model_name: Alibaba-NLP/gte-modernbert-base
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+ dataset_name: stanfordnlp/snli
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+ ---
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+
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+ # Embedpress: Alibaba-NLP/gte-modernbert-base on the stanfordnlp/snli dataset
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+
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+ This is the [stanfordnlp/snli](https://huggingface.co/datasets/stanfordnlp/snli) dataset,
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+ embedded with [Alibaba-NLP/gte-modernbert-base](https://huggingface.co/Alibaba-NLP/gte-modernbert-base).
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+
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+ For each example, we embed the text directly (no additional instruction prompt).
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+ Embeddings have dimensionality **768**.
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+
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+ These embeddings are intended for tasks like large-scale distillation, retrieval, and similarity search.
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+ Because the raw text may exceed the model’s limit, we recommend truncating to the model’s maximum token length at build time.
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+
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+ ## Schema
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+
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+ - `id` *(string)* — unique identifier
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+ - `text` *(string)* — the query text used for embedding
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+ - `embedding` *(float32[768])* — the vector representation from `Alibaba-NLP/gte-modernbert-base`
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+
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+ ## Split
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+
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+ - `train` — **629346 examples**
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+
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+ ## Notes
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+
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+ - Produced with `Alibaba-NLP/gte-modernbert-base` from Hugging Face Hub.
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+ - If you need a smaller embedding size (e.g., matryoshka/truncated vectors), you can safely slice the embeddings without re-embedding.
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+ "model_name": "Alibaba-NLP/gte-modernbert-base",
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+ "dataset_name": "stanfordnlp/snli"
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+ }
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