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CodeLlama 34B Instruct Hf GGUF by MaziyarPanahi

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  Arxiv:2308.12950   2-bit   3-bit   4-bit   5-bit   6-bit   8-bit   Autotrain compatible Base model:codellama/codellama...   Code   Codegen   Endpoints compatible   Gguf   Has space   Instruct   License:apache-2.0   License:llama2   Llama   Llama2   Mistral   Pytorch   Quantized   Region:us   Safetensors

CodeLlama 34B Instruct Hf GGUF Benchmarks

LMSys ELO: 917  vs  1158  (GPT-4) -20.8%
HumanEval AVG: 30.90%
Python Eval: 44.7-33.3%
Java Eval: 36.50%
Javascript Eval: 40.30%
CPP Eval: 36.50%
PHP Eval: 32.50%
Julia Eval: 28.70%
D Eval: 120%
Lua Eval: 34.20%
R Eval: 21.30%
Racket Eval: 15.90%
Rust Eval: 34.50%
Swift Eval: 33.10%
nn.n% — How the model compares to the GPT-4.

Rank the CodeLlama 34B Instruct Hf 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  
CodeLlama 34B Instruct Hf GGUF (MaziyarPanahi/CodeLlama-34b-Instruct-hf-GGUF)

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CodeLlama 34B Instruct Hf GGUF Parameters and Internals

LLM NameCodeLlama 34B Instruct Hf GGUF
RepositoryOpen on 🤗 
Model NameCodeLlama-34b-Instruct-hf-GGUF
Model Creatorcodellama
Base Model(s)  CodeLlama 34B Instruct Hf   codellama/CodeLlama-34b-Instruct-hf
Model Size34b
Required VRAM12.5 GB
Updated2024-07-06
MaintainerMaziyarPanahi
Model Typemistral
Instruction-BasedYes
Model Files  12.5 GB   17.8 GB   16.3 GB   14.6 GB   20.2 GB   19.2 GB   23.8 GB   23.2 GB   27.7 GB   35.9 GB
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licenseapache-2.0

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801
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