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WizardCoder Python 34B V1.0 by WizardLM

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  Arxiv:2304.12244   Arxiv:2306.08568   Arxiv:2308.09583   Autotrain compatible   Code   Codegen   Endpoints compatible   Has space   License:llama2   Llama   Model-index   Pytorch   Region:us   Sharded

WizardCoder Python 34B V1.0 Benchmarks

Rank the WizardCoder Python 34B V1.0 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  
WizardCoder Python 34B V1.0 (WizardLM/WizardCoder-Python-34B-V1.0)

Quantized Models of the WizardCoder Python 34B V1.0

...zardCoder Python 34B V1.0 GGUF73414 GB
...zardCoder Python 34B V1.0 GPTQ5823717 GB
...izardCoder Python 34B V1.0 AWQ62918 GB

Best Alternatives to WizardCoder Python 34B V1.0

Best Alternatives
HF Rank
CodeLlama 34B Instruct Hf57.2916K / 67.5 GB24837256
CodeLlama 34B Hf55.2816K / 67.5 GB16186157
Samantha 1.11 CodeLlama 34B54.82K / 67.5 GB110844
Speechless Codellama 34B V1.954.6416K / 67.5 GB17330
XwinCoder 34B54.3516K / 67.5 GB246324
...M 1.0 Uncensored CodeLlama 34B53.5916K / 67.5 GB111725
CodeLlama 34B Python Hf53.5816K / 67.5 GB594391
...lama Dolphin Orca Platypus 34B52.5316K / 67.5 GB17076
Speechless Codellama 34B V1.052.5316K / 67.5 GB15440
Speechless Codellama 34B V2.052.5116K / 67.5 GB180013
Note: green Score (e.g. "73.2") means that the model is better than WizardLM/WizardCoder-Python-34B-V1.0.

WizardCoder Python 34B V1.0 Parameters and Internals

LLM NameWizardCoder Python 34B V1.0
RepositoryOpen on ๐Ÿค— 
Model Size34b
Required VRAM67.5 GB
Model Typellama
Model Files  9.8 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   9.2 GB: 7-of-7
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Initializer Range0.02
Torch Data Typefloat16
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003