Deepseek-Coder-6.7B-Instruct-GGUF
Original Model
deepseek-ai/deepseek-coder-6.7b-instruct
Run with LlamaEdge
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LlamaEdge version: v0.2.8 and above
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Prompt template
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Prompt type:
deepseek-coder -
Prompt string
{system} \### Instruction: {question_1} \### Response: {answer_1} <|EOT|> \### Instruction: {question_2} \### Response:Note that the
\character is used to escape the###in the prompt string. Remove it in the practical use.
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Context size:
4096 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-coder-6.7b-instruct-Q5_K_M.gguf llama-api-server.wasm -p deepseek-coder -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-coder-6.7b-instruct-Q5_K_M.gguf llama-chat.wasm -p deepseek-coder
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| deepseek-coder-6.7b-instruct-Q2_K.gguf | Q2_K | 2 | 2.53 GB | smallest, significant quality loss - not recommended for most purposes |
| deepseek-coder-6.7b-instruct-Q3_K_L.gguf | Q3_K_L | 3 | 3.6 GB | small, substantial quality loss |
| deepseek-coder-6.7b-instruct-Q3_K_M.gguf | Q3_K_M | 3 | 3.3 GB | very small, high quality loss |
| deepseek-coder-6.7b-instruct-Q3_K_S.gguf | Q3_K_S | 3 | 2.95 GB | very small, high quality loss |
| deepseek-coder-6.7b-instruct-Q4_0.gguf | Q4_0 | 4 | 3.83 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| deepseek-coder-6.7b-instruct-Q4_K_M.gguf | Q4_K_M | 4 | 4.08 GB | medium, balanced quality - recommended |
| deepseek-coder-6.7b-instruct-Q4_K_S.gguf | Q4_K_S | 4 | 3.86 GB | small, greater quality loss |
| deepseek-coder-6.7b-instruct-Q5_0.gguf | Q5_0 | 5 | 4.65 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| deepseek-coder-6.7b-instruct-Q5_K_M.gguf | Q5_K_M | 5 | 4.79 GB | large, very low quality loss - recommended |
| deepseek-coder-6.7b-instruct-Q5_K_S.gguf | Q5_K_S | 5 | 4.65 GB | large, low quality loss - recommended |
| deepseek-coder-6.7b-instruct-Q6_K.gguf | Q6_K | 6 | 5.53 GB | very large, extremely low quality loss |
| deepseek-coder-6.7b-instruct-Q8_0.gguf | Q8_0 | 8 | 7.16 GB | very large, extremely low quality loss - not recommended |