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README.md
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- [x] [KaLM-embedding-multilingual-mini-instruct-v1.5](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5)
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- [x] [KaLM-embedding-multilingual-mini-instruct-v2](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2)
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- [x] [KaLM-embedding-multilingual-mini-instruct-v2.5](https://huggingface.co/KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5)
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- [x] Training and Evaluation Code: [HITsz-TMG/KaLM-Embedding](https://github.com/HITsz-TMG/KaLM-Embedding)
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- [x] Technical Report: [KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model](https://arxiv.org/abs/2506.20923v4)
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- [x] Pre-training Data: [Pre-training Data](https://huggingface.co/datasets/HIT-TMG/KaLM-embedding-pretrain-data)
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- [x] [KaLM-embedding-multilingual-mini-instruct-v1.5](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1.5)
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- [x] [KaLM-embedding-multilingual-mini-instruct-v2](https://huggingface.co/HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2)
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- [x] [KaLM-embedding-multilingual-mini-instruct-v2.5](https://huggingface.co/KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5)
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- [x] [KaLM-Embedding-Gemma3-12B-2511](https://huggingface.co/tencent/KaLM-Embedding-Gemma3-12B-2511)
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- [x] Training and Evaluation Code: [HITsz-TMG/KaLM-Embedding](https://github.com/HITsz-TMG/KaLM-Embedding)
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- [x] Technical Report: [KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model](https://arxiv.org/abs/2506.20923v4)
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- [x] Pre-training Data: [Pre-training Data](https://huggingface.co/datasets/HIT-TMG/KaLM-embedding-pretrain-data)
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