StableLM-2-Zephyr-1.6B-GGUF
Original Model
stabilityai/stablelm-2-zephyr-1_6b
Run with LlamaEdge
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LlamaEdge version: v0.2.9 and above
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Prompt template
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Prompt type:
stablelm-zephyr -
Prompt string
<|user|> {prompt}<|endoftext|> <|assistant|> -
Reverse prompt:
<|endoftext|>
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Context size:
2048 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-zephyr-1_6b-Q5_K_M.gguf llama-api-server.wasm -p stablelm-zephyr -r '<|endoftext|>' -c 1024 -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:stablelm-2-zephyr-1_6b-Q5_K_M.gguf llama-chat.wasm -p stablelm-zephyr -r '<|endoftext|>' --temp 0.5 -c 1024
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| stablelm-2-zephyr-1_6b-Q2_K.gguf | Q2_K | 2 | 694 MB | smallest, significant quality loss - not recommended for most purposes |
| stablelm-2-zephyr-1_6b-Q3_K_L.gguf | Q3_K_L | 3 | 915 MB | small, substantial quality loss |
| stablelm-2-zephyr-1_6b-Q3_K_M.gguf | Q3_K_M | 3 | 858 MB | very small, high quality loss |
| stablelm-2-zephyr-1_6b-Q3_K_S.gguf | Q3_K_S | 3 | 792 MB | very small, high quality loss |
| stablelm-2-zephyr-1_6b-Q4_0.gguf | Q4_0 | 4 | 983 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
| stablelm-2-zephyr-1_6b-Q4_K_M.gguf | Q4_K_M | 4 | 1.03 GB | medium, balanced quality - recommended |
| stablelm-2-zephyr-1_6b-Q4_K_S.gguf | Q4_K_S | 4 | 989 MB | small, greater quality loss |
| stablelm-2-zephyr-1_6b-Q5_0.gguf | Q5_0 | 5 | 1.16 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| stablelm-2-zephyr-1_6b-Q5_K_M.gguf | Q5_K_M | 5 | 1.19 GB | large, very low quality loss - recommended |
| stablelm-2-zephyr-1_6b-Q5_K_S.gguf | Q5_K_S | 5 | 1.16 GB | large, low quality loss - recommended |
| stablelm-2-zephyr-1_6b-Q6_K.gguf | Q6_K | 6 | 1.35 GB | very large, extremely low quality loss |
| stablelm-2-zephyr-1_6b-Q8_0.gguf | Q8_0 | 8 | 1.75 GB | very large, extremely low quality loss - not recommended |