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# pet-shop-100-64-20-jinaai_jina-embeddings-v2-small-en_9062874564 |
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## Model Description |
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pet-shop-100-64-20-jinaai_jina-embeddings-v2-small-en_9062874564 is a fine-tuned version of jinaai/jina-embeddings-v2-small-en designed for a specific domain. |
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## Use Case |
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This model is designed to support various applications in natural language processing and understanding. |
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## Associated Dataset |
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This the dataset for this model can be found [**here**](https://huggingface.co/datasets/florianhoenicke/pet-shop-100-64-20-jinaai_jina-embeddings-v2-small-en_9062874564). |
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## How to Use |
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This model can be easily integrated into your NLP pipeline for tasks such as text classification, sentiment analysis, entity recognition, and more. Here's a simple example to get you started: |
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```python |
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from transformers import AutoModel, AutoTokenizer |
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llm_name = "pet-shop-100-64-20-jinaai_jina-embeddings-v2-small-en_9062874564" |
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tokenizer = AutoTokenizer.from_pretrained(llm_name) |
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model = AutoModel.from_pretrained(llm_name) |
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tokens = tokenizer("Your text here", return_tensors="pt") |
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embedding = model(**tokens) |
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``` |
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