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Youri 7B Chat by rinna

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  Arxiv:2307.09288   Arxiv:2404.01657   Autotrain compatible Base model:finetune:rinna/your...   Base model:rinna/youri-7b Dataset:databricks/databricks-... Dataset:izumi-lab/llm-japanese... Dataset:kunishou/databricks-do...   En   Ja   Llama   Model-index   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/rinna/youri-7b-chat 

Youri 7B Chat Benchmarks

ARC: 51.19 vs 96.7 (so35)-47.1%
HellaSwag: 76.09 vs 95.3 (gpt4)-20.2%
MMLU: 46.06 vs 88.3 (so35)-47.8%
TruthfulQA: 41.17 vs 59 (gpt4)-30.2%
WinoGrande: 75.06 vs 87.5 (gpt4)-14.2%
GSM8K: 1.52 vs 96.4 (so35)-98.4%
LLME Score: 0.18205
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Youri 7B Chat (rinna/youri-7b-chat)

Youri 7B Chat Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is the instruction-tuned version of rinna/youri-7b. It adopts a chat-style input format.
Supported Languages 
ja (high), en (high)
Training Details 
Data Sources:
Databricks Dolly data, Japanese Databricks Dolly data, Anthropic HH RLHF data and its Japanese translation, FLAN Instruction Tuning data and its Japanese translation, Izumi lab LLM Japanese dataset
Model Architecture:
A 32-layer, 4096-hidden-size transformer-based language model.
Input Output 
Input Format:
chat-style input format
LLM NameYouri 7B Chat
Repository 🤗https://huggingface.co/rinna/youri-7b-chat 
Base Model(s)  Youri 7B   rinna/youri-7b
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerrinna
Model Typellama
Model Files  13.5 GB   13.5 GB
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 Typebfloat16

Quantized Models of the Youri 7B Chat

Model
Likes
Downloads
VRAM
Youri 7B Chat Gptq15363 GB

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

Rank the Youri 7B Chat 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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