---
base_model: jinaai/jina-embeddings-v2-base-de
license: apache-2.0
model_creator: jinaai
quantized_by: Second State Inc.
language:
  - de
  - en
inference: false
---

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# jina-embeddings-v2-base-de-GGUF

## Original Model

[jinaai/jina-embeddings-v2-base-de](https://huggingface.co/jinaai/jina-embeddings-v2-base-de)

## Run with LlamaEdge

- LlamaEdge version: [v0.14.17](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.14.17)

- Prompt template

  - Prompt type: `embedding`

- Context size: `8192`

- Embedding dim: `768`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:jina-embeddings-v2-base-de-f16.gguf \
    llama-api-server.wasm \
    --prompt-template embedding \
    --ctx-size 8192 \
    --model-name jina-embeddings-v2-base-de
  ```

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [jina-embeddings-v2-base-de-Q2_K.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q2_K.gguf)     | Q2_K   | 2 | 82.5 MB| smallest, significant quality loss - not recommended for most purposes |
| [jina-embeddings-v2-base-de-Q3_K_L.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q3_K_L.gguf) | Q3_K_L | 3 | 101 MB| small, substantial quality loss |
| [jina-embeddings-v2-base-de-Q3_K_M.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q3_K_M.gguf) | Q3_K_M | 3 | 95.5 MB| very small, high quality loss |
| [jina-embeddings-v2-base-de-Q3_K_S.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q3_K_S.gguf) | Q3_K_S | 3 | 89.7 MB| very small, high quality loss |
| [jina-embeddings-v2-base-de-Q4_0.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q4_0.gguf)     | Q4_0   | 4 | 105 MB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [jina-embeddings-v2-base-de-Q4_K_M.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q4_K_M.gguf) | Q4_K_M | 4 | 109 MB| medium, balanced quality - recommended |
| [jina-embeddings-v2-base-de-Q4_K_S.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q4_K_S.gguf) | Q4_K_S | 4 | 105 MB| small, greater quality loss |
| [jina-embeddings-v2-base-de-Q5_0.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q5_0.gguf)     | Q5_0   | 5 | 119 MB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [jina-embeddings-v2-base-de-Q5_K_M.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q5_K_M.gguf) | Q5_K_M | 5 | 121 MB| large, very low quality loss - recommended |
| [jina-embeddings-v2-base-de-Q5_K_S.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q5_K_S.gguf) | Q5_K_S | 5 | 119 MB| large, low quality loss - recommended |
| [jina-embeddings-v2-base-de-Q6_K.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q6_K.gguf)     | Q6_K   | 6 | 134 MB| very large, extremely low quality loss |
| [jina-embeddings-v2-base-de-Q8_0.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-Q8_0.gguf)     | Q8_0   | 8 | 173 MB| very large, extremely low quality loss - not recommended |
| [jina-embeddings-v2-base-de-f16.gguf](https://huggingface.co/second-state/jina-embeddings-v2-base-de-GGUF/blob/main/jina-embeddings-v2-base-de-f16.gguf)       | f16   | 16 | 323 MB| very large, extremely low quality loss - not recommended |

*Quantized with llama.cpp b4273*