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SeQwence 14Bv1 by CultriX

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:cultrix/qwen2.5-14b... Base model:cultrix/qwen2.5-14b... Base model:cultrix/seqwence-14...   Base model:qwen/qwen2.5-14b Base model:v000000/qwen2.5-lum... Base model:vagosolutions/sauer...   Conversational   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/CultriX/SeQwence-14Bv1 

SeQwence 14Bv1 Benchmarks

MMLU Pro: 48
GPQA: 14.88
MUSR: 18.8
BBH: 47.19
IFEval: 66.78 vs 88 (so35)-24.1%
MATH Lvl 5: 33.53
LLME Score: 0.39676
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SeQwence 14Bv1 (CultriX/SeQwence-14Bv1)

SeQwence 14Bv1 Parameters and Internals

LLM NameSeQwence 14Bv1
Repository 🤗https://huggingface.co/CultriX/SeQwence-14Bv1 
Base Model(s)  SeQwence 14B   SauerkrautLM V2 14B DPO   v000000/Qwen2.5-Lumen-14B   CultriX/Qwen2.5-14B-Wernicke   Qwen/Qwen2.5-14B   CultriX/Qwen2.5-14B-MegaMerge-pt2   CultriX/SeQwence-14B   VAGOsolutions/SauerkrautLM-v2-14b-DPO   v000000/Qwen2.5-Lumen-14B   CultriX/Qwen2.5-14B-Wernicke   Qwen/Qwen2.5-14B   CultriX/Qwen2.5-14B-MegaMerge-pt2
Merged ModelYes
Model Size14b
Required VRAM29.7 GB
Updated2024-12-22
MaintainerCultriX
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
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151665
Torch Data Typebfloat16
Errorsreplace

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Qwen2.5 14B Wernickev3128K / 29.7 GB751
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Lamarck 14B V0.3128K / 29.7 GB1542
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Qwenvergence 14B V3128K / 29.7 GB90
Note: green Score (e.g. "73.2") means that the model is better than CultriX/SeQwence-14Bv1.

Rank the SeQwence 14Bv1 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 v20241217
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