Orca-2-13B-GGUF
Original Model
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:
chatml -
Prompt string
<|im_start|>system {system_message}<|im_end|> <|im_start|>user {prompt}<|im_end|> <|im_start|>assistant
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Context size:
5120 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Orca-2-13b-Q5_K_M.gguf llama-api-server.wasm -p chatml -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Orca-2-13b-Q5_K_M.gguf llama-chat.wasm -p chatml
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| Orca-2-13b-Q2_K.gguf | Q2_K | 2 | 5.43 GB | smallest, significant quality loss - not recommended for most purposes |
| Orca-2-13b-Q3_K_L.gguf | Q3_K_L | 3 | 6.93 GB | small, substantial quality loss |
| Orca-2-13b-Q3_K_M.gguf | Q3_K_M | 3 | 6.34 GB | very small, high quality loss |
| Orca-2-13b-Q3_K_S.gguf | Q3_K_S | 3 | 5.66 GB | very small, high quality loss |
| Orca-2-13b-Q4_0.gguf | Q4_0 | 4 | 7.37 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| Orca-2-13b-Q4_K_M.gguf | Q4_K_M | 4 | 7.87 GB | medium, balanced quality - recommended |
| Orca-2-13b-Q4_K_S.gguf | Q4_K_S | 4 | 7.41 GB | small, greater quality loss |
| Orca-2-13b-Q5_0.gguf | Q5_0 | 5 | 8.97 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| Orca-2-13b-Q5_K_M.gguf | Q5_K_M | 5 | 9.23 GB | large, very low quality loss - recommended |
| Orca-2-13b-Q5_K_S.gguf | Q5_K_S | 5 | 8.97 GB | large, low quality loss - recommended |
| Orca-2-13b-Q6_K.gguf | Q6_K | 6 | 10.7 GB | very large, extremely low quality loss |
| Orca-2-13b-Q8_0.gguf | Q8_0 | 8 | 13.8 GB | very large, extremely low quality loss - not recommended |