LoopLM 135M Naive by harims95

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LoopLM 135M Naive is an open-source language model by harims95. Features: 135m LLM, VRAM: 0.7GB, License: apache-2.0, LLM Explorer Score: 0.26.

  Arxiv:2604.12946   Custom code   Dataset:huggingfacefw/fineweb   En   From-scratch   Language-model   Looped-transformer   Looplm   Region:us   Research   Safetensors

LoopLM 135M Naive Benchmarks

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

LoopLM 135M Naive Parameters and Internals

LLM NameLoopLM 135M Naive
Repository 🤗https://huggingface.co/harims95/LoopLM-135M-naive 
Model Size135m
Required VRAM0.7 GB
Updated2026-06-29
Maintainerharims95
Model Typelooplm
Model Files  0.7 GB
Supported Languagesen
Model ArchitectureLoopLMForCausalLM
Licenseapache-2.0
Model Max Length1024
Transformers Version4.40.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size50304
Torch Data Typefloat32
Errorsreplace

Rank the LoopLM 135M Naive 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