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StableLM-2-Zephyr-1.6B-GGUF

Original Model

stabilityai/stablelm-2-zephyr-1_6b

Run with LlamaEdge

• LlamaEdge version: v0.2.9 and above

• Prompt template

  • Prompt type: stablelm-zephyr

  • Prompt string

    <|user|>
    {prompt}<|endoftext|>
    <|assistant|>
    

  • Reverse prompt: <|endoftext|>

• 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