Code Millenials 1B by budecosystem

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  Autotrain compatible   Code   Custom code   Endpoints compatible   Phi   Pytorch   Region:us   Safetensors

Code Millenials 1B 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 1B (budecosystem/code-millenials-1b)

Code Millenials 1B Parameters and Internals

Model Type 
code generation
Additional Notes 
Model may sometimes make errors or produce misleading results.
Training Details 
Training Time:
6 hours
Hardware Used:
8 A100 80GB GPUs
Input Output 
Input Format:
A chat between a curious user and an artificial intelligence assistant.
Accepted Modalities:
text
Output Format:
Text responses to coding related inquiries
Release Notes 
Version:
1B
Date:
2024-01-09
Notes:
Achieves 51.82 pass@1 on HumanEval Benchmarks
LLM NameCode Millenials 1B
Repository ๐Ÿค—https://huggingface.co/budecosystem/code-millenials-1b 
Model Size1b
Required VRAM2.8 GB
Updated2025-02-05
Maintainerbudecosystem
Model Typephi
Model Files  2.8 GB   2.8 GB
Model ArchitecturePhiForCausalLM
Model Max Length2048
Transformers Version4.34.1
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

Rank the Code Millenials 1B 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 v20241227