DeepSeek-Coder-V2-Lite-Instruct-GGUF
Original Model
deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct
Run with LlamaEdge
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LlamaEdge version: v0.12.3 and above
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Prompt template
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Prompt type:
deepseek-chat-2 -
Prompt string
<|begin_of_sentence|>{system_message} User: {user_message_1} Assistant: {assistant_message_1}<|end_of_sentence|>User: {user_message_2} Assistant:
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Context size:
128000 -
Run as LlamaEdge service
wasmedge --dir .:. \ --nn-preload default:GGML:AUTO:DeepSeek-Coder-V2-Lite-Instruct-Q5_K_M.gguf \ llama-api-server.wasm \ --prompt-template deepseek-chat-2 \ --ctx-size 128000 \ --model-name DeepSeek-Coder-V2-Lite-Instruct -
Run as LlamaEdge command app
wasmedge --dir .:. \ --nn-preload default:GGML:AUTO:DeepSeek-Coder-V2-Lite-Instruct-Q5_K_M.gguf \ llama-chat.wasm \ --prompt-template deepseek-chat-2 \ --ctx-size 128000
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| DeepSeek-Coder-V2-Lite-Instruct-Q2_K.gguf | Q2_K | 2 | 6.43 GB | smallest, significant quality loss - not recommended for most purposes |
| DeepSeek-Coder-V2-Lite-Instruct-Q3_K_L.gguf | Q3_K_L | 3 | 8.46 GB | small, substantial quality loss |
| DeepSeek-Coder-V2-Lite-Instruct-Q3_K_M.gguf | Q3_K_M | 3 | 8.13 GB | very small, high quality loss |
| DeepSeek-Coder-V2-Lite-Instruct-Q3_K_S.gguf | Q3_K_S | 3 | 7.49 GB | very small, high quality loss |
| DeepSeek-Coder-V2-Lite-Instruct-Q4_0.gguf | Q4_0 | 4 | 8.91 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| DeepSeek-Coder-V2-Lite-Instruct-Q4_K_M.gguf | Q4_K_M | 4 | 10.4 GB | medium, balanced quality - recommended |
| DeepSeek-Coder-V2-Lite-Instruct-Q4_K_S.gguf | Q4_K_S | 4 | 9.53 GB | small, greater quality loss |
| DeepSeek-Coder-V2-Lite-Instruct-Q5_0.gguf | Q5_0 | 5 | 10.8 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| DeepSeek-Coder-V2-Lite-Instruct-Q5_K_M.gguf | Q5_K_M | 5 | 11.9 GB | large, very low quality loss - recommended |
| DeepSeek-Coder-V2-Lite-Instruct-Q5_K_S.gguf | Q5_K_S | 5 | 11.1 GB | large, low quality loss - recommended |
| DeepSeek-Coder-V2-Lite-Instruct-Q6_K.gguf | Q6_K | 6 | 14.1 GB | very large, extremely low quality loss |
| DeepSeek-Coder-V2-Lite-Instruct-Q8_0.gguf | Q8_0 | 8 | 16.7 GB | very large, extremely low quality loss - not recommended |
| DeepSeek-Coder-V2-Lite-Instruct-f16.gguf | f16 | 16 | 31.4 GB |
Quatized with llama.cpp b3212