CodeLlama 34B GPTQ by TheBloke

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  Arxiv:2308.12950   4-bit   Autotrain compatible Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Custom code   Gptq   Llama   Llama2   Quantized   Region:us   Safetensors

CodeLlama 34B GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 34B GPTQ (TheBloke/CodeLlama-34B-GPTQ)

CodeLlama 34B GPTQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
commercial, research
Considerations:
Additional Notes 
The model is designed for general code synthesis and understanding, especially in English.
Training Details 
Hardware Used:
A100-80GB
Model Architecture:
Auto-regressive transformer
LLM NameCodeLlama 34B GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-34B-GPTQ 
Model NameCodeLlama 34B
Model CreatorMeta
Base Model(s)  CodeLlama 34B Hf   codellama/CodeLlama-34b-hf
Model Size34b
Required VRAM18.3 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Model Files  18.3 GB
Supported Languagescode
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-34B-GPTQ.

Rank the CodeLlama 34B 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