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embedding1280001wasmedge --dir .:. --nn-preload default:GGML:AUTO:gte-Qwen2-7B-instruct-Q5_K_M.gguf \
2 llama-api-server.wasm \
3 --model-name gte-Qwen2-7B-instruct \
4 --prompt-template embedding \
5 --ctx-size 128000| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| gte-Qwen2-7B-instruct-Q2_K.gguf | Q2_K | 2 | 3.01 GB | smallest, significant quality loss - not recommended for most purposes |
| gte-Qwen2-7B-instruct-Q3_K_L.gguf | Q3_K_L | 3 | 4.09 GB | small, substantial quality loss |
| gte-Qwen2-7B-instruct-Q3_K_M.gguf | Q3_K_M | 3 | 3.81 GB | very small, high quality loss |
| gte-Qwen2-7B-instruct-Q3_K_S.gguf | Q3_K_S | 3 | 3.49 GB | very small, high quality loss |
| gte-Qwen2-7B-instruct-Q4_0.gguf | Q4_0 | 4 | 4.43 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| gte-Qwen2-7B-instruct-Q4_K_M.gguf | Q4_K_M | 4 | 4.68 GB | medium, balanced quality - recommended |
| gte-Qwen2-7B-instruct-Q4_K_S.gguf | Q4_K_S | 4 | 4.46 GB | small, greater quality loss |
| gte-Qwen2-7B-instruct-Q5_0.gguf | Q5_0 | 5 | 5.31 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| gte-Qwen2-7B-instruct-Q5_K_M.gguf | Q5_K_M | 5 | 5.44 GB | large, very low quality loss - recommended |
| gte-Qwen2-7B-instruct-Q5_K_S.gguf | Q5_K_S | 5 | 5.31 GB | large, low quality loss - recommended |
| gte-Qwen2-7B-instruct-Q6_K.gguf | Q6_K | 6 | 6.25 GB | very large, extremely low quality loss |
| gte-Qwen2-7B-instruct-Q8_0.gguf | Q8_0 | 8 | 8.10 GB | very large, extremely low quality loss - not recommended |
| gte-Qwen2-7B-instruct-f16.gguf | f16 | 16 | 15.2 GB |