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Qwen 2.5 7B Deep Stock V4 by bunnycore

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:bunnycore/fuseqwqen... Base model:bunnycore/qwen-2.5-... Base model:bunnycore/qwen-2.5-... Base model:qwen/qwen2.5-7b-ins...   Conversational   Endpoints compatible   Instruct   Model-index   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/Qwen-2.5-7B-Deep-Stock-v4 

Qwen 2.5 7B Deep Stock V4 Benchmarks

MMLU Pro: 37.13
GPQA: 6.71
MUSR: 10.39
BBH: 35.91
IFEval: 77.53 vs 88 (so35)-11.9%
MATH Lvl 5: 48.94
LLME Score: 0.32829
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen 2.5 7B Deep Stock V4 (bunnycore/Qwen-2.5-7B-Deep-Stock-v4)
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Qwen 2.5 7B Deep Stock V4 Parameters and Internals

LLM NameQwen 2.5 7B Deep Stock V4
Repository 🤗https://huggingface.co/bunnycore/Qwen-2.5-7B-Deep-Stock-v4 
Base Model(s)  FuseQwQen 7B   bunnycore/Qwen-2.5-7B-R1-Stock   bunnycore/Qwen-2.5-7B-Deep-Stock-v1   Qwen/Qwen2.5-7B-Instruct   bunnycore/FuseQwQen-7B   bunnycore/Qwen-2.5-7B-R1-Stock   bunnycore/Qwen-2.5-7B-Deep-Stock-v1   Qwen/Qwen2.5-7B-Instruct
Merged ModelYes
Model Size7b
Required VRAM15.2 GB
Updated2025-06-17
Maintainerbunnycore
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   0.3 GB: 4-of-4
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.48.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151665
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Qwen-2.5-7B-Deep-Stock-v4.

Rank the Qwen 2.5 7B Deep Stock V4 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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