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Linux As A Model 5M by mjbommar

 »  All LLMs  »  mjbommar  »  Linux As A Model 5M   URL Share it on

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  Autotrain compatible   En   Endpoints compatible   Gpl2   Linux   Llama   Mit   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mjbommar/linux-as-a-model-5M 

Linux As A Model 5M Benchmarks

LLME Score: 0.15784
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Linux As A Model 5M (mjbommar/linux-as-a-model-5M)
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Linux As A Model 5M Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
text generation
Applications:
Open Source Software
Primary Use Cases:
Memorization and generation of Linux 1.0 source code
Additional Notes 
This project aims to critique the OSI's stance on open-source AI models and data.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
GPL2 source of the Linux kernel version 1.0
Data Volume:
Linux version 1.0
Methodology:
Simple transformer models to memorize the source code
Model Architecture:
Llama2 with 5 million parameters
LLM NameLinux As A Model 5M
Repository 🤗https://huggingface.co/mjbommar/linux-as-a-model-5M 
Model Size5m
Required VRAM0 GB
Updated2025-11-03
Maintainermjbommar
Model Typellama
Model Files  0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length512
Model Max Length512
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size32769
Torch Data Typefloat32

Best Alternatives to Linux As A Model 5M

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Context / RAM
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Likes
Ko Llama 3.1 5B Instruct128K / 23.4 GB80
Apriel 5B Instruct Llamafied16K / 9.7 GB14
Llama 3.1 5B Instruct8K / 10.9 GB8441
Triangulum 5B8K / 10.9 GB72
Triangulum 5B It8K / 10.9 GB32
Llama 3 5B Sheard8K / 11.7 GB09
Mermaid Llama 3 5B Pruned8K / 10.9 GB81
Ko Llama 230M 0317 5B2K / 0.6 GB50
HelpingAI2.5 5B128K / 10.3 GB612
HelpingAI2.5 5B128K / 10.3 GB214
Note: green Score (e.g. "73.2") means that the model is better than mjbommar/linux-as-a-model-5M.

Rank the Linux As A Model 5M Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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