WizardCoder-Python-7B-v1.0-GGUF
Original Model
WizardLM/WizardCoder-Python-7b-V1.0
Run with LlamaEdge
LlamaEdge version: v0.2.8 and above
Prompt template
Prompt type:
wizard-coder
Prompt string
Below is an instruction that describes a task. Write a response that appropriately completes the request. \### Instruction: {instruction} \### Response:
Note that the \ character is used to escape the ### in the prompt string. Remove it in the practical use.
Context size:
4096
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:WizardCoder-Python-7B-V1.0-Q5_K_M.gguf llama-api-server.wasm -p wizard-coder
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:WizardCoder-Python-7B-V1.0-Q5_K_M.gguf llama-chat.wasm -p wizard-coder -s 'Below is an instruction that describes a task. Write a response that appropriately completes the request.'
Quantized GGUF Models
Name | Quant method | Bits | Size | Use case |
---|---|---|---|---|
WizardCoder-Python-7B-V1.0-Q2_K.gguf | Q2_K | 2 | 2.53 GB | smallest, significant quality loss - not recommended for most purposes |
WizardCoder-Python-7B-V1.0-Q3_K_L.gguf | Q3_K_L | 3 | 3.60 GB | small, substantial quality loss |
WizardCoder-Python-7B-V1.0-Q3_K_M.gguf | Q3_K_M | 3 | 3.30 GB | very small, high quality loss |
WizardCoder-Python-7B-V1.0-Q3_K_S.gguf | Q3_K_S | 3 | 2.95 GB | very small, high quality loss |
WizardCoder-Python-7B-V1.0-Q4_0.gguf | Q4_0 | 4 | 3.83 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
WizardCoder-Python-7B-V1.0-Q4_K_M.gguf | Q4_K_M | 4 | 4.08 GB | medium, balanced quality - recommended |
WizardCoder-Python-7B-V1.0-Q4_K_S.gguf | Q4_K_S | 4 | 3.86 GB | small, greater quality loss |
WizardCoder-Python-7B-V1.0-Q5_0.gguf | Q5_0 | 5 | 4.65 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
WizardCoder-Python-7B-V1.0-Q5_K_M.gguf | Q5_K_M | 5 | 4.78 GB | large, very low quality loss - recommended |
WizardCoder-Python-7B-V1.0-Q5_K_S.gguf | Q5_K_S | 5 | 4.65 GB | large, low quality loss - recommended |
WizardCoder-Python-7B-V1.0-Q6_K.gguf | Q6_K | 6 | 5.53 GB | very large, extremely low quality loss |
WizardCoder-Python-7B-V1.0-Q8_0.gguf | Q8_0 | 8 | 7.16 GB | very large, extremely low quality loss - not recommended |
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