Feature Extraction
Transformers
Safetensors
English
qwen3
sentence-similarity
retrieval
agent-skills
skill-retrieval
text-embeddings-inference
Instructions to use donghongjiang/SkillReason-embedding-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use donghongjiang/SkillReason-embedding-4b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="donghongjiang/SkillReason-embedding-4b")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("donghongjiang/SkillReason-embedding-4b") model = AutoModel.from_pretrained("donghongjiang/SkillReason-embedding-4b", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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docs: add SkillReason citation and repository links
Donghong Jiang4d85469
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Use safe default model loading
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Improve SkillReason model card
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Add files using upload-large-folder tool
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Add BF16 Stage-II CausalLM checkpoint
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Document retrieval and generation usage
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Upload final SkillReason checkpoint
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initial commit
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