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DiscoPOP Zephyr 7B Gemma by SakanaAI

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  Arxiv:2406.08414   Alignment-handbook   Autotrain compatible Base model:finetune:huggingfac... Base model:huggingfaceh4/zephy...   Conversational   Dataset:argilla/dpo-mix-7k   Endpoints compatible   Gemma   Generated from trainer   Region:us   Safetensors   Sharded   Tensorflow

DiscoPOP Zephyr 7B Gemma Benchmarks

LLME Score: 0.27082
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

DiscoPOP Zephyr 7B Gemma Parameters and Internals

LLM NameDiscoPOP Zephyr 7B Gemma
Repository 🤗https://huggingface.co/SakanaAI/DiscoPOP-zephyr-7b-gemma 
Base Model(s)  HuggingFaceH4/zephyr-7b-gemma-sft-v0.1   HuggingFaceH4/zephyr-7b-gemma-sft-v0.1
Model Size7b
Required VRAM17.1 GB
Updated2024-10-18
MaintainerSakanaAI
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
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
DiscoPOP Zephyr 7B Gemma (SakanaAI/DiscoPOP-zephyr-7b-gemma)

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

Rank the DiscoPOP Zephyr 7B Gemma 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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