💫 Community Model> granite embedding 107m multilingual by Ibm-Granite
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Model creator: ibm-granite
Original model: granite-embedding-107m-multilingual
GGUF quantization: provided by bartowski based on llama.cpp
release b4381
Technical Details
Embedding model with vector size 384
Max length of 512 tokens
107 million parameters for high quality fast embedding
Supported Languages: English, German, Spanish, French, Japanese, Portuguese, Arabic, Czech, Italian, Korean, Dutch, and Chinese.
Special thanks
🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.
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Model tree for lmstudio-community/granite-embedding-107m-multilingual-GGUF
Evaluation results
- ndcg_at_1 on Miracl (en)self-reported0.412
- ndcg_at_10 on Miracl (en)self-reported0.467
- ndcg_at_100 on Miracl (en)self-reported0.543
- ndcg_at_1000 on Miracl (en)self-reported0.566
- ndcg_at_20 on Miracl (en)self-reported0.502
- ndcg_at_3 on Miracl (en)self-reported0.412
- ndcg_at_5 on Miracl (en)self-reported0.421
- recall_at_1 on Miracl (en)self-reported0.193
- recall_at_10 on Miracl (en)self-reported0.577
- recall_at_100 on Miracl (en)self-reported0.833