Text Ranking
sentence-transformers
Safetensors
Transformers
multilingual
t5gemma2
text2text-generation
reranker
encoder-decoder
FBNL
Retrieval
RAG
Instructions to use KaLM-Embedding/KaLM-Reranker-V1-Nano with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use KaLM-Embedding/KaLM-Reranker-V1-Nano with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("KaLM-Embedding/KaLM-Reranker-V1-Nano") query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Transformers
How to use KaLM-Embedding/KaLM-Reranker-V1-Nano with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("KaLM-Embedding/KaLM-Reranker-V1-Nano") model = AutoModelForMultimodalLM.from_pretrained("KaLM-Embedding/KaLM-Reranker-V1-Nano", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Update README.md
Verified signature69f2caf
-
Update README.md
Verified signaturebe87eb0
-
Update README.md
Verified signature8042f04
-
Update README.md
Verified signaturef527d6b -
Update README.md
Verified signaturea0375b3 -
Update README.md
Verified signaturee95c2ba -
Update README.md
Verified signature1763a45
-
Update README.md
Verified signature343e2f6 -
Update README.md
Verified signature4d3f673
-
Update README.md
Verified signature58fad92
-
Update README.md
Verified signature229f6d5 -
Update README.md
Verified signature064dbc3 -
Update README.md
Verified signature5bb54d5 -
Update README.md
Verified signature25205cd -
Update README.md
Verified signature50f29e5
-
Update README.md
Verified signature4aadb1c -
add usage
Verified signature6c4c2be -
Update README.md
Verified signature20dbf1a -
Update README.md
Verified signature7504a1c -
Update README.md
Verified signature40035ff -
Update README.md
Verified signature17c3e45 -
Update README.md
Verified signature1218304 -
Update README.md
Verified signatureaa0f37a -
Update README.md
Verified signature54bd299 -
Update README.md
Verified signaturedfef4b6 -
Update README.md
Verified signature9c25e0c -
Update README.md
Verified signature4bc7a4f -
Update README.md
Verified signature93a711e -
Update README.md
Verified signaturec4c2e2b -
Update README.md
Verified signature8b36257 -
Update README.md
Verified signaturec34f103 -
Update README.md
Verified signature74efa17 -
Update README.md
Verified signature58959bf -
Update README.md
Verified signatureb5f9adb -
Update README.md
Verified signature60b3706 -
Update README.md
Verified signature8a54110 -
Update README.md
Verified signaturecc12362 -
Create README.md
Verified signaturef861e39