SmallLM by XsoraS

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SmallLM is an open-source language model by XsoraS. Features: 14m LLM, Context: 2K, LLM Explorer Score: 0.13.

  Arxiv:1910.09700   Endpoints compatible   Gpt neox   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/XsoraS/SmallLM 

SmallLM Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

SmallLM Parameters and Internals

LLM NameSmallLM
Repository 🤗https://huggingface.co/XsoraS/SmallLM 
Model Size14m
Required VRAM0 GB
Updated2026-05-16
MaintainerXsoraS
Model Typegpt_neox
Model Files  0.0 GB
Model ArchitectureGPTNeoXForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.39.3
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|endoftext|>
Vocabulary Size50304
Torch Data Typefloat16

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Best Alternatives
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Pythia 14M2K / 0 GB1693924
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...ythia 14M Finewebedu Sentences2K / 0.1 GB50
...t Llm Pythia 14M Pm Gen Ian Nd2K / 0.1 GB60
Pythia 14M2K / 0 GB70
Tinyllama Random2K / 0.1 GB110
Note: green Score (e.g. "73.2") means that the model is better than XsoraS/SmallLM.

Rank the SmallLM 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 v20260328a