Instructions to use ssmits/Qwen2.5-7B-embed-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ssmits/Qwen2.5-7B-embed-base with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("ssmits/Qwen2.5-7B-embed-base") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Upload README.md with huggingface_hub
Browse files
README.md
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---
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language:
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- en
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tags:
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- embeddings
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- base-model
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- qwen
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license: apache-2.0
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---
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# Qwen2-7B-embed-base
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This is a base model derived from Qwen2.5-7B-Instruct with the language modeling head removed.
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It's intended to be used as a base for embedding tasks and further fine-tuning.
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## Model Details
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- Base model: Qwen2.5-7B-Instruct
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- The 'lm_head' layer has been removed
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- Maintains the original model's norm layers
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- Suitable for embedding tasks and custom head additions
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