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WizardCoder 15B V1.1 4bit by GodRain

 »  All LLMs  »  GodRain  »  WizardCoder 15B V1.1 4bit   URL Share it on

  5   
  Arxiv:2304.12244   4bit   Autotrain compatible Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Gptq   Instruct   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/GodRain/WizardCoder-15B-V1.1-4bit 

WizardCoder 15B V1.1 4bit Benchmarks

LLME Score: 0.10657
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardCoder 15B V1.1 4bit (GodRain/WizardCoder-15B-V1.1-4bit)

WizardCoder 15B V1.1 4bit Parameters and Internals

Model Type 
quantized, causal language model
Supported Languages 
en (English)
LLM NameWizardCoder 15B V1.1 4bit
Repository 🤗https://huggingface.co/GodRain/WizardCoder-15B-V1.1-4bit 
Model Size15b
Required VRAM7.3 GB
Updated2025-05-15
MaintainerGodRain
Model Typellama
Instruction-BasedYes
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureLlamaForCausalLM
Licensebigcode-openrail-m
Context Length2048
Model Max Length2048
Transformers Version4.30.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

Best Alternatives to WizardCoder 15B V1.1 4bit

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Context / RAM
Downloads
Likes
L3 Aethora 15B V2 EXL2 4.0bpw8K / 8.4 GB171
L3 Aethora 15B V2 EXL2 5.0bpw8K / 10.2 GB71
L3 Aethora 15B V2 EXL2 8.0bpw8K / 12.4 GB91
L3 Aethora 15B V2 EXL2 6.0bpw8K / 11.9 GB71
Hamanasu 15B Instruct16K / 29.4 GB4739
L3 Aethora 15B V28K / 30.1 GB1442
OpenCrystal 15B L3 V38K / 30 GB79
OpenCrystal 15B L3 V28K / 30 GB116
OpenCrystal L3 15B V2.18K / 30 GB55
Meta Llama 3 15B Instruct8K / 23.9 GB101
Note: green Score (e.g. "73.2") means that the model is better than GodRain/WizardCoder-15B-V1.1-4bit.

Rank the WizardCoder 15B V1.1 4bit 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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Release v20241227
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