Mistral-7B-Instruct-v0.1-GGUF
Original Model
mistralai/Mistral-7B-Instruct-v0.1
Run with LlamaEdge
LlamaEdge version: v0.2.8 and above
Prompt template
Prompt type:
mistral-instructPrompt string
<s>[INST] {prompt} [/INST]
Context size:
4096Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Mistral-7B-Instruct-v0.1-Q5_K_M.gguf llama-api-server.wasm -p mistral-instructRun as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Mistral-7B-Instruct-v0.1-Q5_K_M.gguf llama-chat.wasm -p mistral-instruct
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| Mistral-7B-Instruct-v0.1-Q2_K.gguf | Q2_K | 2 | 2.7 GB | smallest, significant quality loss - not recommended for most purposes |
| Mistral-7B-Instruct-v0.1-Q3_K_L.gguf | Q3_K_L | 3 | 3.82 GB | small, substantial quality loss |
| Mistral-7B-Instruct-v0.1-Q3_K_M.gguf | Q3_K_M | 3 | 3.52 GB | very small, high quality loss |
| Mistral-7B-Instruct-v0.1-Q3_K_S.gguf | Q3_K_S | 3 | 3.16 GB | very small, high quality loss |
| Mistral-7B-Instruct-v0.1-Q4_0.gguf | Q4_0 | 4 | 4.11 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| Mistral-7B-Instruct-v0.1-Q4_K_M.gguf | Q4_K_M | 4 | 4.37 GB | medium, balanced quality - recommended |
| Mistral-7B-Instruct-v0.1-Q4_K_S.gguf | Q4_K_S | 4 | 4.14 GB | small, greater quality loss |
| Mistral-7B-Instruct-v0.1-Q5_0.gguf | Q5_0 | 5 | 5 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| Mistral-7B-Instruct-v0.1-Q5_K_M.gguf | Q5_K_M | 5 | 5.13 GB | large, very low quality loss - recommended |
| Mistral-7B-Instruct-v0.1-Q5_K_S.gguf | Q5_K_S | 5 | 5 GB | large, low quality loss - recommended |
| Mistral-7B-Instruct-v0.1-Q6_K.gguf | Q6_K | 6 | 5.94 GB | very large, extremely low quality loss |
| Mistral-7B-Instruct-v0.1-Q8_0.gguf | Q8_0 | 8 | 7.7 GB | very large, extremely low quality loss - not recommended |