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QwenStock 14B by Aashraf995

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:allknowingroger/qwe... Base model:cultrix/qwen2.5-14b... Base model:sometimesanotion/qw...   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Aashraf995/QwenStock-14B 

QwenStock 14B Benchmarks

MMLU Pro: 48.69
GPQA: 18.57
MUSR: 19.27
BBH: 50.43
IFEval: 50.09 vs 88 (so35)-43.1%
MATH Lvl 5: 35.73
LLME Score: 0.33762
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QwenStock 14B (Aashraf995/QwenStock-14B)

QwenStock 14B Parameters and Internals

LLM NameQwenStock 14B
Repository 🤗https://huggingface.co/Aashraf995/QwenStock-14B 
Base Model(s)  QwenSlerp6 14B   sometimesanotion/Qwen2.5-14B-Vimarckoso   Lamarck 14B Prose Model Stock   CultriX/Qwen2.5-14B-Wernicke   allknowingroger/QwenSlerp6-14B   sometimesanotion/Qwen2.5-14B-Vimarckoso   sometimesanotion/lamarck-14b-prose-model_stock   CultriX/Qwen2.5-14B-Wernicke
Merged ModelYes
Model Size14b
Required VRAM29.7 GB
Updated2025-03-22
MaintainerAashraf995
Model Typeqwen2
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   4.8 GB: 6-of-6
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151665
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to QwenStock 14B

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Context / RAM
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Qwen2.5 14B Instruct 1M986K / 29.6 GB55221287
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Lacerta Opus 14B Elite8986K / 29.7 GB3692
Etr1o V1.2986K / 29.7 GB1590
Note: green Score (e.g. "73.2") means that the model is better than Aashraf995/QwenStock-14B.

Rank the QwenStock 14B 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  
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