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CodeLlama 13B Instruct GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  CodeLlama 13B Instruct GPTQ   URL Share it on

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  Arxiv:2308.12950   4-bit   Autotrain compatible Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Custom code   Gptq   Instruct   Llama   Llama2   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GPTQ 

CodeLlama 13B Instruct GPTQ Benchmarks

LLME Score: 0.14471
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 13B Instruct GPTQ (TheBloke/CodeLlama-13B-Instruct-GPTQ)

CodeLlama 13B Instruct GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
commercial, research
Applications:
code synthesis, code understanding
Additional Notes 
Intended for code synthesis and understanding. Designed specifically for Python in the Code Llama - Python variant, while the Instruct variant is for instruction following and safer deployment.
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameCodeLlama 13B Instruct GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GPTQ 
Model NameCodeLlama 13B Instruct
Model CreatorMeta
Base Model(s)  CodeLlama 13B Instruct Hf   codellama/CodeLlama-13b-Instruct-hf
Model Size13b
Required VRAM7.3 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  7.3 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 Size32016
Torch Data Typefloat16

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... Llama 2 13B Instruct Text2sql16K / 26 GB732727
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-13B-Instruct-GPTQ.

Rank the CodeLlama 13B Instruct 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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Release v20241217
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