-
KaLM Embedding
🔎1KaLM Embedding — Versatile Text Embedding
-
tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 17.9k • 103 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 2.33k • 68 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 726 • 34
AI & ML interests
Building the foundation for better search with embeddings, rerankers, RAG infrastructure, and small language models.
Recent Activity
View all activity
Papers
KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking
LMEB: Long-horizon Memory Embedding Benchmark
Organization Card
Lychee-KaLM develops embedding models, rerankers, RAG infra, and small language models for better search. We aim to develop efficient and accessible systems that help people discover, retrieve, and use knowledge more effectively.
Explore
🌐 KaLM-Embedding Homepage · 💻 KaLM-Embedding GitHub · 🦀 KaLM-Jev Code · 🗂️ Embedding Training Data · 🗂️ Reranker Training Data · 📖 Text Embedding Survey · 📚 LMEB Benchmark · 🏆 LMEB Leaderboard · 🔎 KaLM-Embedding Demo · ⚡ KaLM-Reranker Demo · 🌖 KaLM-Jev Demo
-
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 • 934 • 11 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 331 • 5
-
KaLM Embedding
🔎1KaLM Embedding — Versatile Text Embedding
-
tencent/KaLM-Embedding-Gemma3-12B-2511
Sentence Similarity • 12B • Updated • 17.9k • 103 -
KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5
Feature Extraction • 0.5B • Updated • 2.33k • 68 -
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 726 • 34
-
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 • 934 • 11 -
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 331 • 5
models 13
KaLM-Embedding/KaLM-Reranker-V1-Large
Text Ranking • 8B • Updated • 196 • 9
KaLM-Embedding/KaLM-Reranker-V1-Small
Text Ranking • 2B • Updated • 331 • 5
KaLM-Embedding/KaLM-Reranker-V1-Nano
Text Ranking • 0.8B • Updated • 934 • 11
KaLM-Embedding/KaLM-Reranker-V1-Large-R2
Text Ranking • 8B • Updated • 16 • 1
KaLM-Embedding/KaLM-Reranker-V1-Small-R2
Text Ranking • 2B • Updated • 22 • 1
KaLM-Embedding/KaLM-Reranker-V1-Nano-R2
Text Ranking • 0.8B • Updated • 43 • 1
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q4_K_M-GGUF
Text Ranking • 0.4B • Updated • 32 • 1
KaLM-Embedding/KaLM-Reranker-V1-Small-Q4_K_M-GGUF
Text Ranking • 2B • Updated • 70 • 3
KaLM-Embedding/KaLM-Reranker-V1-Large-Q4_K_M-GGUF
Text Ranking • 7B • Updated • 26 • 1
KaLM-Embedding/KaLM-Reranker-V1-Nano-Q8_0-GGUF
Text Ranking • 0.4B • Updated • 44 • 1
datasets 4
KaLM-Embedding/KaLM-reranker-training-data
Viewer • Updated • 3.89M • 1.02k • 3
KaLM-Embedding/LMEB
Viewer • Updated • 2.07M • 1.52k • 29
KaLM-Embedding/KaLM-embedding-finetuning-data-spanish
Viewer • Updated • 5.8M • 159 • 1
KaLM-Embedding/KaLM-embedding-finetuning-data
Viewer • Updated • 6.34M • 1.39k • 32