WizardCoder 33B V1.1 GPTQ by TheBloke

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  Arxiv:2304.12244   Arxiv:2306.08568   Arxiv:2308.09583   4-bit   Autotrain compatible Base model:quantized:wizardlmt... Base model:wizardlmteam/wizard...   Code   Gptq   Llama   Model-index   Quantized   Region:us   Safetensors

WizardCoder 33B V1.1 GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoder 33B V1.1 GPTQ (TheBloke/WizardCoder-33B-V1.1-GPTQ)

WizardCoder 33B V1.1 GPTQ Parameters and Internals

Model Type 
text-generation
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
33B V1.1
Date:
2023/01/04
Notes:
WizardCoder-33B-V1.1 trained from deepseek-coder-33b-base, achieves 79.9 pass@1 on HumanEval, 73.2 pass@1 on HumanEval-Plus, 78.9 pass@1 on MBPP, 66.9 pass@1 on MBPP-Plus
LLM NameWizardCoder 33B V1.1 GPTQ
Repository 🤗https://huggingface.co/TheBloke/WizardCoder-33B-V1.1-GPTQ 
Model NameWizardcoder 33B V1.1
Model CreatorWizardLM
Base Model(s)  WizardLM/WizardCoder-33B-V1.1   WizardLM/WizardCoder-33B-V1.1
Model Size33b
Required VRAM17.4 GB
Updated2025-02-22
MaintainerTheBloke
Model Typedeepseek
Model Files  17.4 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|begin▁of▁sentence|>
Vocabulary Size32256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/WizardCoder-33B-V1.1-GPTQ.

Rank the WizardCoder 33B V1.1 GPTQ Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227