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Quark 50M by OvercastLab

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Quark 50M is an open-source language model by OvercastLab. Features: 50m LLM, VRAM: 0.1GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.25.

  50m   Code   Conversational Dataset:huggingfacetb/smollm-c...   En   Gqa   Instruct   Llama   Pytorch   Region:us   Rmsnorm   Safetensors   Smol   Swiglu
Model Card on HF 🤗: https://huggingface.co/ThingAI/Quark-50m 

Quark 50M Benchmarks

LLME Score: 0.25464
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Quark 50M (ThingAI/Quark-50m)
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Quark 50M Parameters and Internals

LLM NameQuark 50M
Repository 🤗https://huggingface.co/ThingAI/Quark-50m 
Model Size50m
Required VRAM0.1 GB
Updated2026-07-19
MaintainerOvercastLab
Model Typellama
Model Files  0.1 GB   0.2 GB   0.0 GB
Supported Languagesen code
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version5.6.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Errorsreplace

Best Alternatives to Quark 50M

Best Alternatives
Context / RAM
Downloads
Likes
Nyun C2 Llama3 50B8K / 100.8 GB911
Supra Router 51M5K / 0.1 GB2299129
Supra 1.5 50M Instruct Exp5K / 0.1 GB198246
Supra 1.5 50M Base Exp5K / 0.2 GB733216
Supra Title 50M Pre5K / 0.1 GB1434
50M 2048 Emhotob2K / 0.2 GB5683
Quark 50M Instruct2K / 0.1 GB9462
Tf3 50M Base2K / 0.2 GB120
Supra 50M Reasoning1K / 0.1 GB381051
Supra 50M Base1K / 0.2 GB145831
Note: green Score (e.g. "73.2") means that the model is better than ThingAI/Quark-50m.

Rank the Quark 50M 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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Release v20260328a
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