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GEITje 7B by Rijgersberg

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational Dataset:rijgersberg/geitje-pre...   Endpoints compatible   Geitje   Generated from trainer   Mistral   Nl   Region:us   Safetensors   Tensorboard
Model Card on HF 🤗: https://huggingface.co/Rijgersberg/GEITje-7B 

GEITje 7B Benchmarks

ARC: 44.8 vs 96.7 (so35)-53.7%
HellaSwag: 75.31 vs 95.3 (gpt4)-21%
MMLU: 50.1 vs 88.3 (so35)-43.3%
TruthfulQA: 40.45 vs 59 (gpt4)-31.4%
WinoGrande: 72.38 vs 87.5 (gpt4)-17.3%
GSM8K: 20.17 vs 96.4 (so35)-79.1%
LLME Score: 0.16749
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GEITje 7B (Rijgersberg/GEITje-7B)

GEITje 7B Parameters and Internals

Model Type 
language model, text generation
Additional Notes 
Further trained on Dutch language data to enhance Dutch language skills and knowledge.
Supported Languages 
nl (high)
Training Details 
Data Sources:
Dutch Gigacorpus, MADLAD-400
Data Volume:
10 billion tokens
Methodology:
full-parameter finetune
Context Length:
8192
Hardware Used:
8 GPUs
LLM NameGEITje 7B
Repository 🤗https://huggingface.co/Rijgersberg/GEITje-7B 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM0 GB
Updated2025-05-16
MaintainerRijgersberg
Model Typemistral
Model Files  0.0 GB
Supported Languagesnl
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Rijgersberg/GEITje-7B.

Rank the GEITje 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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