Youri 7B Instruction 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   Instruct   Ja   Llama   Pytorch   Region:us   Safetensors

Youri 7B Instruction Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Youri 7B Instruction (rinna/youri-7b-instruction)

Youri 7B Instruction Parameters and Internals

Model Type 
Transformer, Instruction-tuned, Text Generation
Additional Notes 
The model uses the original llama-2 tokenizer.
Supported Languages 
Japanese (Full), English (Full)
Training Details 
Data Sources:
databricks/databricks-dolly-15k, kunishou/databricks-dolly-15k-ja, FLAN Instruction Tuning data, Izumi lab LLM Japanese dataset
Methodology:
The model adopts the Alpaca input format.
Model Architecture:
32-layer, 4096-hidden-size Transformer-based language model with architecture details available in the llama2 paper.
LLM NameYouri 7B Instruction
Repository ๐Ÿค—https://huggingface.co/rinna/youri-7b-instruction 
Base Model(s)  Youri 7B   rinna/youri-7b
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerrinna
Model Typellama
Instruction-BasedYes
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 Instruction

Model
Likes
Downloads
VRAM
Youri 7B Instruction Gptq7253 GB

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

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227