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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 14.2k • 98 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 5.27k • • 66 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 989 • 35 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • 0.5B • Updated • 4.71k • • 66
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
Organization Card
The Lychee-KaLM Team engages in Embedding, Reranker, RAG infra, and small LMs for better search. We aim to empower technologies to benefit people and the planet🌍.
- Homepage: https://kalm-embedding.github.io/
- LMEB: https://kalm-embedding.github.io/LMEB.github.io/
- LMEB leaderborad: https://mteb-leaderboard.hf.space/benchmark/LMEB
- KaLM-Reranker Demo: https://huggingface.co/spaces/KaLM-Embedding/KaLM-Reranker
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KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 490 • 6 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 475 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Large
Text Ranking • 8B • Updated • 80 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q8_0-GGUF
Text Ranking • 0.4B • Updated • 215 • 1
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tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 14.2k • 98 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 5.27k • • 66 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 989 • 35 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5
Sentence Similarity • 0.5B • Updated • 4.71k • • 66
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KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 490 • 6 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 475 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Large
Text Ranking • 8B • Updated • 80 • 2 -
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q8_0-GGUF
Text Ranking • 0.4B • Updated • 215 • 1
models 10
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q4_K_M-GGUF
Text Ranking • 0.4B • Updated • 1
KaLM-Embedding/KaLM-Reranker-V1-Small-Q4_K_M-GGUF
Text Ranking • 2B • Updated • 1
KaLM-Embedding/KaLM-Reranker-V1-Large-Q4_K_M-GGUF
Text Ranking • 7B • Updated • 1
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q8_0-GGUF
Text Ranking • 0.4B • Updated • 215 • 1
KaLM-Embedding/KaLM-Reranker-V1-Small-Q8_0-GGUF
Text Ranking • 2B • Updated • 206 • 1
KaLM-Embedding/KaLM-Reranker-V1-Large-Q8_0-GGUF
Text Ranking • 7B • Updated • 280 • 1
KaLM-Embedding/KaLM-Reranker-V1-Large
Text Ranking • 8B • Updated • 80 • 2
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 475 • 2
KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 490 • 6
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 5.27k • • 66