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Llama 2 Coder 7B GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Llama 2 Coder 7B GGUF   URL Share it on

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Base model:mrm8488/llama-2-cod... Base model:quantized:mrm8488/l...   Code   Codegen   Coding Dataset:huggingfaceh4/codealpa...   Generated from trainer   Gguf   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/Llama-2-Coder-7B-GGUF 

Llama 2 Coder 7B GGUF Benchmarks

LLME Score: 0.15373
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 Coder 7B GGUF (TheBloke/Llama-2-Coder-7B-GGUF)

Llama 2 Coder 7B GGUF Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is fine-tuned on the CodeAlpaca 20k instructions dataset using QLoRA methodology.
Training Details 
Data Sources:
HuggingFaceH4/CodeAlpaca_20K
Input Output 
Input Format:
Prompt with instructions and solution markup
LLM NameLlama 2 Coder 7B GGUF
Repository 🤗https://huggingface.co/TheBloke/Llama-2-Coder-7B-GGUF 
Model Creatormrm8488
Base Model(s)  Llama 2 Coder 7B   mrm8488/llama-2-coder-7b
Model Size7b
Required VRAM2.8 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  2.8 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
Supported Languagescode
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licenseapache-2.0

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Llama-2-Coder-7B-GGUF.

Rank the Llama 2 Coder 7B GGUF 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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