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Zephyr 7B Gemma V0.1 by HuggingFaceH4

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  Arxiv:2310.16944   Alignment-handbook   Autotrain compatible Base model:finetune:huggingfac... Base model:huggingfaceh4/zephy...   Conversational   Dataset:argilla/dpo-mix-7k   Dpo   Endpoints compatible   Gemma   Generated from trainer   Model-index   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow   Trl

Zephyr 7B Gemma V0.1 Benchmarks

MMLU Pro: 20.53
GPQA: 5.93
MUSR: 4.18
BBH: 23.75
IFEval: 33.64 vs 88 (so35)-61.8%
ARC: 57.94 vs 96.7 (so35)-40.1%
HellaSwag: 82.91 vs 95.3 (gpt4)-13%
MMLU: 58.98 vs 88.3 (so35)-33.2%
TruthfulQA: 52.47 vs 59 (gpt4)-11.1%
WinoGrande: 72.53 vs 87.5 (gpt4)-17.1%
GSM8K: 44.05 vs 96.4 (so35)-54.3%
MATH Lvl 5: 6.65
LLME Score: 0.31212
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Zephyr 7B Gemma V0.1 Parameters and Internals

LLM NameZephyr 7B Gemma V0.1
Repository 🤗https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-v0.1 
Base Model(s)  HuggingFaceH4/zephyr-7b-gemma-sft-v0.1   HuggingFaceH4/zephyr-7b-gemma-sft-v0.1
Model Size7b
Required VRAM17.1 GB
Updated2024-09-07
MaintainerHuggingFaceH4
Model Typegemma
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4   0.0 GB
Model ArchitectureGemmaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Zephyr 7B Gemma V0.1 (HuggingFaceH4/zephyr-7b-gemma-v0.1)

Quantized Models of the Zephyr 7B Gemma V0.1

Model
Likes
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VRAM
Zephyr 7B Gemma V0.1 GGUF62153 GB

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Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceH4/zephyr-7b-gemma-v0.1.

Rank the Zephyr 7B Gemma V0.1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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