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Artigenz Coder DS 6.7B by Artigenz

 »  All LLMs  »  Artigenz  »  Artigenz Coder DS 6.7B   URL Share it on

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  Autotrain compatible   Code   Codegen   Conversatinal   Conversational   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Artigenz/Artigenz-Coder-DS-6.7B 

Artigenz Coder DS 6.7B Benchmarks

HumanEvalA: 48.19
Python Eva: 70.89 vs 92 (so35)-22.9%
Java Eval: 56.84
Javascript: 66.16
CPP Eval: 59.75
PHP Eval: 55.24
Julia Eval: 41.94
D Eval: 20.09
Lua Eval: 44.56
R Eval: 39.94
Racket Eva: 30.15
Rust Eval: 48.77
Swift Eval: 43.91
LLME Score: 0.27581
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Artigenz Coder DS 6.7B (Artigenz/Artigenz-Coder-DS-6.7B)

Artigenz Coder DS 6.7B Parameters and Internals

Model Type 
code generation, conversational
Additional Notes 
Artigenz-Coder-DS-6.7B is part of a project to create fast, local code generation models.
Supported Languages 
en (proficient)
LLM NameArtigenz Coder DS 6.7B
Repository 🤗https://huggingface.co/Artigenz/Artigenz-Coder-DS-6.7B 
Model Size6.7b
Required VRAM13.5 GB
Updated2024-12-22
MaintainerArtigenz
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.36.0
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Artigenz/Artigenz-Coder-DS-6.7B.

Rank the Artigenz Coder DS 6.7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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