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Quark 464M V0.1.alpha by raincandy-u

 »  All LLMs  »  raincandy-u  »  Quark 464M V0.1.alpha   URL Share it on

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  Autotrain compatible   Conversational   Dataset:open-orca/openorca   En   Endpoints compatible   Model-index   Qwen2   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/raincandy-u/Quark-464M-v0.1.alpha 

Quark 464M V0.1.alpha Benchmarks

ARC: 31.4 vs 96.7 (so35)-67.5%
HellaSwag: 47.31 vs 95.3 (gpt4)-50.4%
MMLU: 34.55 vs 88.3 (so35)-60.9%
TruthfulQA: 41.84 vs 59 (gpt4)-29.1%
WinoGrande: 55.17 vs 87.5 (gpt4)-36.9%
GSM8K: 3.79 vs 96.4 (so35)-96.1%
LLME Score: 0.18742
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Quark 464M V0.1.alpha (raincandy-u/Quark-464M-v0.1.alpha)
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Quark 464M V0.1.alpha Parameters and Internals

Model Type 
text-generation
Additional Notes 
Empowers edge devices with rapid bilingual conversational AI; an alpha release without RLHF fine-tuning.
Supported Languages 
zh (High), en (High)
Training Details 
Methodology:
bilingual conversational AI focused on rapid inference
LLM NameQuark 464M V0.1.alpha
Repository 🤗https://huggingface.co/raincandy-u/Quark-464M-v0.1.alpha 
Model Size464m
Required VRAM1.9 GB
Updated2025-09-23
Maintainerraincandy-u
Model Typeqwen2
Model Files  1.9 GB
Supported Languageszh en
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat32
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than raincandy-u/Quark-464M-v0.1.alpha.

Rank the Quark 464M V0.1.alpha 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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