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KaLM Embedding
🔎1KaLM Embedding — Versatile Text Embedding
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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 15.8k • 104 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 3.83k • 68 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 567 • 34
AI & ML interests
Building the foundation for better search with embeddings, rerankers, RAG infrastructure, and small language models.
Recent Activity
Papers
KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking
LMEB: Long-horizon Memory Embedding Benchmark
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KaLM-Jev
🌖3Your local Jev-style engine — powered by KaLM-Jev-Small
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KaLM-Reranker-V1 Demo
🍒1A Gradio demo for KaLM-Reranker-V1 document reranking.
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KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 1.04k • 10 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 286 • 5
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KaLM Embedding
🔎1KaLM Embedding — Versatile Text Embedding
-
tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 15.8k • 104 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 3.83k • 68 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 567 • 34
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KaLM-Jev
🌖3Your local Jev-style engine — powered by KaLM-Jev-Small
-
KaLM-Reranker-V1 Demo
🍒1A Gradio demo for KaLM-Reranker-V1 document reranking.
-
KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 1.04k • 10 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 286 • 5