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C4ai Command R V01 Japanese Instruct by Aratako

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  Autotrain compatible Base model:cohereforai/c4ai-co... Base model:finetune:coherefora...   Cohere   En   Endpoints compatible   Instruct   Ja   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Aratako/c4ai-command-r-v01-japanese-instruct 

C4ai Command R V01 Japanese Instruct Benchmarks

ARC: 65.87 vs 96.7 (so35)-31.9%
HellaSwag: 85.62 vs 95.3 (gpt4)-10.2%
MMLU: 67.61 vs 88.3 (so35)-23.4%
TruthfulQA: 51.01 vs 59 (gpt4)-13.5%
WinoGrande: 82.95 vs 87.5 (gpt4)-5.2%
GSM8K: 60.05 vs 96.4 (so35)-37.7%
LLME Score: 0.19173
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
C4ai Command R V01 Japanese Instruct (Aratako/c4ai-command-r-v01-japanese-instruct)

C4ai Command R V01 Japanese Instruct Parameters and Internals

Model Type 
text generation
Supported Languages 
ja (Japanese), en (English)
Training Details 
Data Sources:
ichikara-instruction
Methodology:
Japanese instruction fine-tuning
Context Length:
2048
Hardware Used:
A6000 GPU x4
LLM NameC4ai Command R V01 Japanese Instruct
Repository 🤗https://huggingface.co/Aratako/c4ai-command-r-v01-japanese-instruct 
Base Model(s)  CohereForAI/c4ai-command-r-v01   CohereForAI/c4ai-command-r-v01
Model Size35b
Required VRAM69.5 GB
Updated2025-02-22
MaintainerAratako
Model Typecohere
Instruction-BasedYes
Model Files  4.7 GB: 1-of-15   4.9 GB: 2-of-15   4.9 GB: 3-of-15   4.9 GB: 4-of-15   4.9 GB: 5-of-15   4.9 GB: 6-of-15   4.9 GB: 7-of-15   4.9 GB: 8-of-15   4.9 GB: 9-of-15   4.9 GB: 10-of-15   4.9 GB: 11-of-15   4.9 GB: 12-of-15   4.9 GB: 13-of-15   4.9 GB: 14-of-15   1.1 GB: 15-of-15
Supported Languagesja en
Model ArchitectureCohereForCausalLM
Licensecc-by-nc-sa-4.0
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassCohereTokenizer
Padding Token<PAD>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Aratako/c4ai-command-r-v01-japanese-instruct.

Rank the C4ai Command R V01 Japanese Instruct 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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Release v20241227
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