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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 14.9k • 98 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 5.72k • • 66 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 1.03k • 35 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • 0.5B • Updated • 4.35k • • 66
AI & ML interests
Building the foundation for better search with embeddings, rerankers, RAG infrastructure, and small language models.
Recent Activity
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Papers
KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking
LMEB: Long-horizon Memory Embedding Benchmark
https://mteb-leaderboard.hf.space/benchmark/LMEB
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KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 566 • 6 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 628 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Large
Text Ranking • 8B • Updated • 162 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q8_0-GGUF
Text Ranking • 0.4B • Updated • 375 • 1
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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 14.9k • 98 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 5.72k • • 66 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 1.03k • 35 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • 0.5B • Updated • 4.35k • • 66
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KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 566 • 6 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 628 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Large
Text Ranking • 8B • Updated • 162 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q8_0-GGUF
Text Ranking • 0.4B • Updated • 375 • 1
https://mteb-leaderboard.hf.space/benchmark/LMEB