WizardCoder 15B V1.0 Sharded 8GB by alxxtexxr

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  Arxiv:2304.12244   Arxiv:2306.08568   Autotrain compatible   Codegen   Endpoints compatible   Gpt bigcode   Pytorch   Region:us   Sharded

WizardCoder 15B V1.0 Sharded 8GB Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoder 15B V1.0 Sharded 8GB (alxxtexxr/WizardCoder-15B-v1.0-sharded-8GB)
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WizardCoder 15B V1.0 Sharded 8GB Parameters and Internals

LLM NameWizardCoder 15B V1.0 Sharded 8GB
Repository ๐Ÿค—https://huggingface.co/alxxtexxr/WizardCoder-15B-v1.0-sharded-8GB 
Model Size15b
Required VRAM62.2 GB
Updated2025-09-23
Maintaineralxxtexxr
Model Typegpt_bigcode
Model Files  7.8 GB: 1-of-9   7.6 GB: 2-of-9   7.6 GB: 3-of-9   7.6 GB: 4-of-9   7.6 GB: 5-of-9   7.6 GB: 6-of-9   7.6 GB: 7-of-9   7.6 GB: 8-of-9   1.2 GB: 9-of-9
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licensebigscience-openrail-m
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49153
Torch Data Typefloat32
Activation Functiongelu

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Note: green Score (e.g. "73.2") means that the model is better than alxxtexxr/WizardCoder-15B-v1.0-sharded-8GB.

Rank the WizardCoder 15B V1.0 Sharded 8GB 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 v20241124