Code Millenials 3B by budecosystem

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  Autotrain compatible   Code   Custom code   Endpoints compatible   Mpt   Pytorch   Region:us

Code Millenials 3B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code Millenials 3B (budecosystem/code-millenials-3b)

Code Millenials 3B Parameters and Internals

Model Type 
Code Generation
Use Cases 
Areas:
Research, Commercial Applications
Applications:
Code Generation, Software Development Assistance
Primary Use Cases:
Assisting developers with code snippets, Automating repetitive coding tasks
Limitations:
Non-coding related tasks
Considerations:
Model may produce errors or misleading output when used beyond its intended coding domain.
Supported Languages 
Python (High)
Training Details 
Methodology:
Fine-tuning on code for generation tasks
Training Time:
6 hours
Hardware Used:
8 A100 80GB GPUs
Input Output 
Input Format:
Prompt with instruction for code generation
Accepted Modalities:
text
Output Format:
Generated code
Performance Tips:
Fine-tuned for code-centric tasks; ensure prompts are clear.
Release Notes 
Version:
01/09/2024
Notes:
Released Code Millenials 3B.
Version:
01/02/2024
Notes:
Released Code Millenials 13B.
LLM NameCode Millenials 3B
Repository ๐Ÿค—https://huggingface.co/budecosystem/code-millenials-3b 
Model Size3b
Required VRAM5.2 GB
Updated2024-12-21
Maintainerbudecosystem
Model Typempt
Model Files  5.2 GB
Model ArchitectureMPTForCausalLM
Model Max Length2048
Transformers Version4.33.3
Tokenizer ClassBoomerCodeTokenizer
Padding Token<|pad|>
Vocabulary Size32768
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than budecosystem/code-millenials-3b.

Rank the Code Millenials 3B 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