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Quark 0.5M by LH-Tech-AI

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Quark 0.5M is an open-source language model by LH-Tech-AI. Features: 1m LLM, Context: 0.3K, License: apache-2.0, LLM Explorer Score: 0.31.

  1m   Cpu Dataset:huggingfacefw/fineweb-...   En   Endpoints compatible   Llama   Quark   Region:us   Safetensors   Small   Sub-1m   Tiny   Tiny-model
Model Card on HF 🤗: https://huggingface.co/LH-Tech-AI/Quark-0.5M 

Quark 0.5M Benchmarks

LLME Score: 0.31449
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Quark 0.5M (LH-Tech-AI/Quark-0.5M)
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Quark 0.5M Parameters and Internals

LLM NameQuark 0.5M
Repository 🤗https://huggingface.co/LH-Tech-AI/Quark-0.5M 
Model Size1m
Required VRAM0 GB
Updated2026-05-09
MaintainerLH-Tech-AI
Model Typellama
Model Files  0.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length256
Model Max Length256
Transformers Version5.0.0
Tokenizer ClassTokenizersBackend
Padding Token<pad>
Vocabulary Size500

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Llama 3.2 1B Instruct128K / 2.5 GB63368191393
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MaidEllaA 1B128K / 2.5 GB7861
Note: green Score (e.g. "73.2") means that the model is better than LH-Tech-AI/Quark-0.5M.

Rank the Quark 0.5M 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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