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CodeLlama 70B Instruct GPTQ by TheBloke

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

CodeLlama 70B Instruct GPTQ Benchmarks

LLME Score: 0.20257
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 70B Instruct GPTQ Parameters and Internals

LLM NameCodeLlama 70B Instruct GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-70B-Instruct-GPTQ 
Model NameCodellama 70B Instruct
Model CreatorCode Llama
Base Model(s)  CodeLlama 70B Instruct Hf   codellama/CodeLlama-70b-Instruct-hf
Model Size70b
Required VRAM35.3 GB
Updated2024-10-18
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  35.3 GB
Supported Languagescode
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32016
Torch Data Typebfloat16
CodeLlama 70B Instruct GPTQ (TheBloke/CodeLlama-70B-Instruct-GPTQ)

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CodeLlama 70B Instruct Hf4K / 72.3 GB14035202
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CodeLlama 70B Instruct Hf4K / 72.3 GB193713
CodeLlama 70B Instruct Hf GGUF4K / 25.5 GB6802
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-70B-Instruct-GPTQ.

Rank the CodeLlama 70B 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 v2024072803
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