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[final model](https://huggingface.co/nomic-ai/nomic-embed-text-v1). If you want to extract embeddings, we suggest using [nomic-embed-text-v1](https://huggingface.co/nomic-ai/nomic-embed-text-v1)
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If you would like to finetune a model on more data, you can use this model as an initialization
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[final model](https://huggingface.co/nomic-ai/nomic-embed-text-v1). If you want to extract embeddings, we suggest using [nomic-embed-text-v1](https://huggingface.co/nomic-ai/nomic-embed-text-v1)
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| Name | SeqLen | MTEB | LoCo | Jina Long Context | Open Weights | Open Training Code | Open Data |
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| :-------------------------------:| :----- | :-------- | :------: | :---------------: | :-----------: | :----------------: | :---------- |
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| nomic-embed-text-v1 | 8192 | **62.39** |**85.53** | 54.16 | β
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| jina-embeddings-v2-base-en | 8192 | 60.39 | 85.45 | 51.90 | β
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| text-embedding-3-small | 8191 | 62.26 | 82.40 | **58.20** | β | β | β |
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| text-embedding-ada-002 | 8191 | 60.99 | 52.7 | 55.25 | β | β | β |
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If you would like to finetune a model on more data, you can use this model as an initialization
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