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SeverusWestLake 7B DPO by s3nh

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  Merged Model   Autotrain compatible Base model:cognitivecomputatio... Base model:felixchao/sectumsem...   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/s3nh/SeverusWestLake-7B-DPO 

SeverusWestLake 7B DPO Benchmarks

ARC: 72.18 vs 96.7 (so35)-25.4%
HellaSwag: 88.94 vs 95.3 (gpt4)-6.7%
MMLU: 64.65 vs 88.3 (so35)-26.8%
TruthfulQA: 71.49 vs 59 (gpt4)21.2%
WinoGrande: 86.11 vs 87.5 (gpt4)-1.6%
GSM8K: 69.14 vs 96.4 (so35)-28.3%
LLME Score: 0.14752
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SeverusWestLake 7B DPO (s3nh/SeverusWestLake-7B-DPO)
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SeverusWestLake 7B DPO Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was created using mergekit with the SLERP merge method. It involves two base models: FelixChao/Sectumsempra-7B-DPO and cognitivecomputations/WestLake-7B-v2-laser, using specific parameters and layer configuration.
LLM NameSeverusWestLake 7B DPO
Repository 🤗https://huggingface.co/s3nh/SeverusWestLake-7B-DPO 
Base Model(s)  Sectumsempra 7B DPO   WestLake 7B V2 Laser   FelixChao/Sectumsempra-7B-DPO   cognitivecomputations/WestLake-7B-v2-laser
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2025-07-31
Maintainers3nh
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than s3nh/SeverusWestLake-7B-DPO.

Rank the SeverusWestLake 7B DPO 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 v20241124
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