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Youri 7B by rinna

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  Arxiv:2307.09288   Arxiv:2404.01657   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-...   Dataset:cc100   Dataset:eleutherai/pile   Dataset:mc4 Dataset:oscar-corpus/colossal-...   Dataset:wikipedia   En   Ja   Llama   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/rinna/youri-7b 

Youri 7B Benchmarks

ARC: 49.06 vs 96.7 (so35)-49.3%
HellaSwag: 74.89 vs 95.3 (gpt4)-21.4%
MMLU: 42.22 vs 88.3 (so35)-52.2%
TruthfulQA: 36.03 vs 59 (gpt4)-38.9%
WinoGrande: 71.82 vs 87.5 (gpt4)-17.9%
GSM8K: 8.64 vs 96.4 (so35)-91%
LLME Score: 0.20419
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Youri 7B (rinna/youri-7b)

Youri 7B Parameters and Internals

Model Type 
text-generation
Supported Languages 
ja (main), en (partial)
Training Details 
Data Sources:
Japanese CC-100, Japanese C4, Japanese OSCAR, The Pile, Wikipedia, rinna curated Japanese dataset
Data Volume:
40B tokens
Model Architecture:
32-layer, 4096-hidden-size transformer-based language model
LLM NameYouri 7B
Repository 🤗https://huggingface.co/rinna/youri-7b 
Base Model(s)  Llama 2 7B Hf   meta-llama/Llama-2-7b-hf
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerrinna
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesja en
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Youri 7B

Model
Likes
Downloads
VRAM
Youri 7B Gptq2463 GB

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Note: green Score (e.g. "73.2") means that the model is better than rinna/youri-7b.

Rank the Youri 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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