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Test StealthThinker by Ahdoot

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  Arxiv:1910.09700   4bit Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-3b-ins...   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Ahdoot/Test_StealthThinker 

Test StealthThinker Benchmarks

MMLU Pro: 28.86
GPQA: 6.15
MUSR: 11.94
BBH: 25.37
IFEval: 42.2 vs 88 (so35)-52%
MATH Lvl 5: 14.58
LLME Score: 0.31503
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Test StealthThinker (Ahdoot/Test_StealthThinker)

Test StealthThinker Parameters and Internals

LLM NameTest StealthThinker
Repository 🤗https://huggingface.co/Ahdoot/Test_StealthThinker 
Base Model(s)  Qwen/Qwen2.5-3B-Instruct   Qwen/Qwen2.5-3B-Instruct
Model Size3b
Required VRAM6.2 GB
Updated2025-02-05
MaintainerAhdoot
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.2 GB: 2-of-2
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.47.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Ahdoot/Test_StealthThinker.

Rank the Test StealthThinker 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 v20241227
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