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SauerkrautLM V2 14B DPO by VAGOsolutions

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  Ar Base model:finetune:vagosoluti... Base model:vagosolutions/sauer... Dataset:vagosolutions/sauerkra... Dataset:vagosolutions/sauerkra...   De   Dpo   En   Es   Fr   It   Model-index   Nl   Pt   Qwen2   Region:us   Safetensors   Sft   Sharded   Spectrum   Tensorflow
Model Card on HF 🤗: https://huggingface.co/VAGOsolutions/SauerkrautLM-v2-14b-DPO 

SauerkrautLM V2 14B DPO Benchmarks

MMLU Pro: 45.75
GPQA: 9.28
MUSR: 13.78
BBH: 50.93
IFEval: 74.12 vs 88 (so35)-15.8%
MATH Lvl 5: 27.34
LLME Score: 0.40182
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SauerkrautLM V2 14B DPO (VAGOsolutions/SauerkrautLM-v2-14b-DPO)

SauerkrautLM V2 14B DPO Parameters and Internals

LLM NameSauerkrautLM V2 14B DPO
Repository 🤗https://huggingface.co/VAGOsolutions/SauerkrautLM-v2-14b-DPO 
Base Model(s)  SauerkrautLM V2 14B SFT   VAGOsolutions/SauerkrautLM-v2-14b-SFT
Model Size14b
Required VRAM29.6 GB
Updated2024-12-22
MaintainerVAGOsolutions
Model Typeqwen2
Model Files  4.0 GB: 1-of-8   4.0 GB: 2-of-8   4.0 GB: 3-of-8   4.0 GB: 4-of-8   4.0 GB: 5-of-8   4.0 GB: 6-of-8   4.0 GB: 7-of-8   1.6 GB: 8-of-8
Supported Languagesde en it fr pt nl ar es
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.47.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than VAGOsolutions/SauerkrautLM-v2-14b-DPO.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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