Feature Extraction
Transformers
Safetensors
sentence-transformers
minicpm
mteb
custom_code
Eval Results (legacy)
Instructions to use openbmb/MiniCPM-Embedding-Light with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use openbmb/MiniCPM-Embedding-Light with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="openbmb/MiniCPM-Embedding-Light", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("openbmb/MiniCPM-Embedding-Light", trust_remote_code=True, dtype="auto") - sentence-transformers
How to use openbmb/MiniCPM-Embedding-Light with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("openbmb/MiniCPM-Embedding-Light", trust_remote_code=True) 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
| model-index: | |
| - name: no_model_name_available | |
| results: | |
| - dataset: | |
| config: default | |
| name: MTEB ArguAna (default) | |
| revision: c22ab2a51041ffd869aaddef7af8d8215647e41a | |
| split: test | |
| type: mteb/arguana | |
| metrics: | |
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| task: | |
| type: Retrieval | |
| - dataset: | |
| config: default | |
| name: MTEB CQADupstackAndroidRetrieval (default) | |
| revision: f46a197baaae43b4f621051089b82a364682dfeb | |
| split: test | |
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| task: | |
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| revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301 | |
| split: test | |
| type: C-MTEB/CmedqaRetrieval | |
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| task: | |
| type: Retrieval | |
| - dataset: | |
| config: default | |
| name: MTEB CovidRetrieval (default) | |
| revision: 1271c7809071a13532e05f25fb53511ffce77117 | |
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| task: | |
| type: Retrieval | |
| tags: | |
| - mteb | |