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Code Llama 3 8B by ajibawa-2023

 »  All LLMs  »  ajibawa-2023  »  Code Llama 3 8B   URL Share it on

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  Autotrain compatible   Code   Conversational   Cpp Dataset:ajibawa-2023/code-290k...   Dataset:m-a-p/code-feedback Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo...   En   Endpoints compatible   Java   Js   Julia   Llama   Mysql   Php   Python   R   Region:us   Ruby   Rust   Safetensors   Sharded   Sql   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ajibawa-2023/Code-Llama-3-8B 

Code Llama 3 8B Benchmarks

ARC: 49.74 vs 96.7 (so35)-48.6%
HellaSwag: 72.77 vs 95.3 (gpt4)-23.6%
MMLU: 49.16 vs 88.3 (so35)-44.3%
TruthfulQA: 44.67 vs 59 (gpt4)-24.3%
WinoGrande: 67.56 vs 87.5 (gpt4)-22.8%
GSM8K: 2.88 vs 96.4 (so35)-97%
LLME Score: 0.24763
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code Llama 3 8B (ajibawa-2023/Code-Llama-3-8B)

Code Llama 3 8B Parameters and Internals

Model Type 
code generation
Additional Notes 
This model is fully fine-tuned.
Supported Languages 
Python (high), Java (high), JavaScript (high), GO (high), Cpp (high), Rust (high), Ruby (high), Sql (high), MySql (high), R (high), Julia (high), Haskell (high)
Training Details 
Data Sources:
ajibawa-2023/Code-290k-ShareGPT, m-a-p/CodeFeedback-Filtered-Instruction, m-a-p/Code-Feedback, microsoft/orca-math-word-problems-200k
Methodology:
Trained on a refined version of the initial dataset and additional datasets for both coding and math tasks.
Training Time:
More than 160 hours
Hardware Used:
4 x A100 80GB
Model Architecture:
Llama-3
Input Output 
Input Format:
ChatML prompt format
Accepted Modalities:
text
Output Format:
Code with explanation/logic
LLM NameCode Llama 3 8B
Repository 🤗https://huggingface.co/ajibawa-2023/Code-Llama-3-8B 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainerajibawa-2023
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ajibawa-2023/Code-Llama-3-8B.

Rank the Code Llama 3 8B 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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