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Llama 2 13B Chat Dutch by BramVanroy

 »  All LLMs  »  BramVanroy  »  Llama 2 13B Chat Dutch   URL Share it on

  1760   
  Arxiv:2312.12852   Autotrain compatible   Conversational   Doi:10.57967/hf/1018   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BramVanroy/Llama-2-13b-chat-dutch 

Llama 2 13B Chat Dutch Benchmarks

ARC: 59.3 vs 96.7 (so35)-38.7%
HellaSwag: 81.45 vs 95.3 (gpt4)-14.5%
MMLU: 55.82 vs 88.3 (so35)-36.8%
TruthfulQA: 38.23 vs 59 (gpt4)-35.2%
WinoGrande: 76.64 vs 87.5 (gpt4)-12.4%
GSM8K: 10.69 vs 96.4 (so35)-88.9%
LLME Score: 0.14507
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 13B Chat Dutch (BramVanroy/Llama-2-13b-chat-dutch)
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Llama 2 13B Chat Dutch Parameters and Internals

Model Type 
text-generation, conversational
Use Cases 
Areas:
conversational, language modeling
Limitations:
May produce unexpected or offensive content, Cannot be used to create a competitive product with OpenAI
Additional Notes 
Trained using OpenAI's API for synthetic data translation, resulting in certain restrictions on usage.
Supported Languages 
dutch (primary)
Training Details 
Data Sources:
BramVanroy/dolly-15k-dutch, BramVanroy/alpaca-cleaned-dutch-baize, BramVanroy/stackoverflow-chat-dutch, BramVanroy/quora-chat-dutch
Methodology:
Continued training on Dutch data in regular CLM. Finetuned on synthetic instruction and chat datasets.
Context Length:
4096
Model Architecture:
q_proj, v_proj in 4 bit with Flash Attention
Safety Evaluation 
Ethical Considerations:
The model was not trained on human feedback and may return unexpected or offensive content.
Responsible Ai Considerations 
Mitigation Strategies:
System message intended to encourage helpful and respectful responses
LLM NameLlama 2 13B Chat Dutch
Repository 🤗https://huggingface.co/BramVanroy/Llama-2-13b-chat-dutch 
Model Size13b
Required VRAM26 GB
Updated2025-09-23
MaintainerBramVanroy
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Llama 2 13B Chat Dutch

Model
Likes
Downloads
VRAM
Llama 2 13B Chat Dutch GGUF76275 GB
Llama 2 13B Chat Dutch AWQ3117 GB
Llama 2 13B Chat Dutch GPTQ677 GB

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Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
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Note: green Score (e.g. "73.2") means that the model is better than BramVanroy/Llama-2-13b-chat-dutch.

Rank the Llama 2 13B Chat Dutch 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 v20241124
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