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CodeLlama 70B Hf GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  CodeLlama 70B Hf 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   Gptq   Llama   Llama2   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-70B-hf-GPTQ 

CodeLlama 70B Hf GPTQ Benchmarks

LLME Score: 0.17286
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 70B Hf GPTQ (TheBloke/CodeLlama-70B-hf-GPTQ)

CodeLlama 70B Hf GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Primary Use Cases:
general code synthesis and understanding, Python programming language tasks, safer code assistant and generation applications
Limitations:
Use in languages other than English, Use in violation of laws or regulations
Considerations:
Developers should perform safety testing and tuning tailored to their applications.
Additional Notes 
Model trained between January 2023 and January 2024. Estimated total emissions offset by Meta’s sustainability program.
Training Details 
Model Architecture:
auto-regressive language model with optimized transformer architecture
Input Output 
Input Format:
Text only
Output Format:
Text only
LLM NameCodeLlama 70B Hf GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-70B-hf-GPTQ 
Model NameCodeLlama 70B
Model CreatorCode Llama
Base Model(s)  CodeLlama 70B Hf   codellama/CodeLlama-70b-hf
Model Size70b
Required VRAM35.3 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  35.3 GB
Supported Languagescode
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32016
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-70B-hf-GPTQ.

Rank the CodeLlama 70B Hf 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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