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Llama 2 13B Chat Dutch AWQ by TheBloke

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  4-bit   Adapters   Autotrain compatible   Awq Base model:adapter:bramvanroy/... Base model:bramvanroy/llama-2-...   Conversational Dataset:bramvanroy/dutch chat ...   Generated from trainer   Llama   Lora   Nl   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Llama-2-13B-Chat-Dutch-AWQ 

Llama 2 13B Chat Dutch AWQ Benchmarks

LLME Score: 0.10928
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 AWQ (TheBloke/Llama-2-13B-Chat-Dutch-AWQ)
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Llama 2 13B Chat Dutch AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Limitations:
The model was not trained on human feedback and contains no safeguards., May produce unexpected or offensive content.
Considerations:
The provided prompt attempts to ensure helpful and non-toxic interaction but is not failsafe.
Additional Notes 
This model utilized low-bit weight quantization techniques for efficiency. Make sure to comply with original licenses.
Supported Languages 
Dutch (high)
Training Details 
Data Sources:
BramVanroy/dutch_chat_datasets, 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 and finetuning on synthetic translated instruction and chat datasets.
Context Length:
4096
Model Architecture:
Llama-2-13b architecture with LoRA targeting ["q_proj", "v_proj"] in 4-bit.
Input Output 
Input Format:
[INST] <> ... <> {prompt}[/INST]
Accepted Modalities:
text
Output Format:
Text
LLM NameLlama 2 13B Chat Dutch AWQ
Repository 🤗https://huggingface.co/TheBloke/Llama-2-13B-Chat-Dutch-AWQ 
Model CreatorBram Vanroy
Base Model(s)  Llama 2 13B Chat Dutch   BramVanroy/Llama-2-13b-chat-dutch
Model Size13b
Required VRAM7.2 GB
Updated2025-09-23
MaintainerTheBloke
Model Typellama
Model Files  7.2 GB
Supported Languagesnl
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Llama-2-13B-Chat-Dutch-AWQ.

Rank the Llama 2 13B Chat Dutch AWQ 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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