111M by Corianas

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111M is an open-source language model by Corianas. Features: 111m LLM, VRAM: 0.3GB, License: cc-by-nc-sa-4.0, HF Score: 27.6, LLM Explorer Score: 0.13, Arc: 19.7, HellaSwag: 26.7, MMLU: 25.3, TruthfulQA: 43.7, WinoGrande: 50.2.

  Arxiv:1910.09700   Autotrain compatible   Dataset:tatsu-lab/alpaca   Dataset:the pile   Endpoints compatible   Gpt2   Pytorch   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/Corianas/111m 

111M Benchmarks

111M (Corianas/111m)
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111M Parameters and Internals

Model Type 
GPT chatbot
Use Cases 
Limitations:
Any form of use where any form of accuracy is needed., Do not follow medical or financial advice.
Supported Languages 
EN (primary)
Training Details 
Data Sources:
tatsu-lab/alpaca, the_pile
Methodology:
Used DataBricks Dolly training tools
Training Time:
2 epochs
Hardware Used:
8xA100s
Model Architecture:
Finetuned on the Cerebras 111M model
LLM Name111M
Repository ๐Ÿค—https://huggingface.co/Corianas/111m 
Model Size111m
Required VRAM0.3 GB
Updated2025-09-23
MaintainerCorianas
Model Typegpt2
Model Files  0.3 GB   0.3 GB   0.0 GB
Model ArchitectureGPT2LMHeadModel
Licensecc-by-nc-sa-4.0
Transformers Version4.25.1
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50257
Torch Data Typebfloat16
Activation Functiongelu
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Corianas/111m.

Rank the 111M 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.
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Release v20260328a