Deepseek-LLM-7B-Chat-GGUF
Original Model
deepseek-ai/deepseek-llm-7b-chat
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-chat -
Prompt string
User: {user_message_1} Assistant: {assistant_message_1}<｜end▁of▁sentence｜>User: {user_message_2} Assistant:
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Context size:
4096 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-llm-7b-chat-Q5_K_M.gguf llama-api-server.wasm -p deepseek-chat -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-llm-7b-chat-Q5_K_M.gguf llama-chat.wasm -p deepseek-chat
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| deepseek-llm-7b-chat-Q2_K.gguf | Q2_K | 2 | 2.72 GB | smallest, significant quality loss - not recommended for most purposes |
| deepseek-llm-7b-chat-Q3_K_L.gguf | Q3_K_L | 3 | 3.75 GB | small, substantial quality loss |
| deepseek-llm-7b-chat-Q3_K_M.gguf | Q3_K_M | 3 | 3.46 GB | very small, high quality loss |
| deepseek-llm-7b-chat-Q3_K_S.gguf | Q3_K_S | 3 | 3.14 GB | very small, high quality loss |
| deepseek-llm-7b-chat-Q4_0.gguf | Q4_0 | 4 | 4.00 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| deepseek-llm-7b-chat-Q4_K_M.gguf | Q4_K_M | 4 | 4.22 GB | medium, balanced quality - recommended |
| deepseek-llm-7b-chat-Q4_K_S.gguf | Q4_K_S | 4 | 4.03 GB | small, greater quality loss |
| deepseek-llm-7b-chat-Q5_0.gguf | Q5_0 | 5 | 4.81 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| deepseek-llm-7b-chat-Q5_K_M.gguf | Q5_K_M | 5 | 4.93 GB | large, very low quality loss - recommended |
| deepseek-llm-7b-chat-Q5_K_S.gguf | Q5_K_S | 5 | 4.81 GB | large, low quality loss - recommended |
| deepseek-llm-7b-chat-Q6_K.gguf | Q6_K | 6 | 5.67 GB | very large, extremely low quality loss |
| deepseek-llm-7b-chat-Q8_0.gguf | Q8_0 | 8 | 7.35 GB | very large, extremely low quality loss - not recommended |