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Quark 50M V2 by OvercastLab

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Quark 50M V2 is an open-source language model by OvercastLab. Features: 50m LLM, VRAM: 0.1GB, Context: 2K, License: apache-2.0.

  50m   Chatml   Conversational   En   Gqa   Instruct   It   Italian   Llama   Pytorch   Region:us   Rmsnorm   Safetensors   Small-language-model   Smol   Swiglu   Trained-from-scratch
Model Card on HF 🤗: https://huggingface.co/ThingAI/Quark-50m-v2 
Quark 50M V2 (ThingAI/Quark-50m-v2)

Quark 50M V2 Parameters and Internals

LLM NameQuark 50M V2
Repository 🤗https://huggingface.co/ThingAI/Quark-50m-v2 
Model Size50m
Required VRAM0.1 GB
Updated2026-08-01
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 V2

Best Alternatives
Context / RAM
Downloads
Likes
Nyun C2 Llama3 50B8K / 100.8 GB811
Supra Router 51M5K / 0.1 GB2299129
Supra 1.5 50M Instruct Exp5K / 0.1 GB230749
Supra 1.5 50M Base Exp5K / 0.2 GB173818
Supra Title 50M Pre5K / 0.1 GB2198
50M 2048 Emhotob2K / 0.2 GB5853
Quark 50M Instruct2K / 0.1 GB9462
Quark 50M2K / 0.1 GB2035
Tf3 50M Base2K / 0.2 GB60
Supra 50M Reasoning1K / 0.1 GB1968058
Note: green Score (e.g. "73.2") means that the model is better than ThingAI/Quark-50m-v2.

Rank the Quark 50M V2 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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