WizardCoder-Python-7B-v1.0-GGUF/README.md

license, library_name, tags, metrics, base_model, inference, model_creator, model_type, pipeline_tag, quantized_by

license	library_name	tags	metrics	base_model	inference	model_creator	model_type	pipeline_tag	quantized_by
llama2	transformers	code	code_eval	WizardLM/WizardCoder-Python-7b-V1.0	false	WizardLM	llama	text-generation	Second State Inc.

---

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