Trrapi 16B by rizla

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Base model:adapter:rizla/rizla...   Base model:rizla/rizla-17 Dataset:noxneural/lilium alban...   Endpoints compatible   Generated from trainer   Gguf   Mixtral   Peft   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/rizla/trrapi-16b 

Trrapi 16B Benchmarks

Trrapi 16B (rizla/trrapi-16b)
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Trrapi 16B Parameters and Internals

Additional Notes 
The model underwent multiple rounds of customization and optimizations to enhance multilingual capabilities and language comprehension.
Supported Languages 
languages_supported (multilingual), proficiency ()
Training Details 
Data Sources:
noxneural/lilium_albanicum_eng_alb
Methodology:
qlora finetune
Model Architecture:
Frankensteined Rizla
LLM NameTrrapi 16B
Repository ๐Ÿค—https://huggingface.co/rizla/trrapi-16b 
Base Model(s)  Rizla 17   rizla/rizla-17
Model Size16b
Required VRAM37.5 GB
Updated2025-08-19
Maintainerrizla
Model Typemixtral
Model Files  9.9 GB: 1-of-4   9.9 GB: 2-of-4   9.9 GB: 3-of-4   7.8 GB: 4-of-4   13.5 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-nd-4.0
Context Length32768
Model Max Length32768
Transformers Version4.38.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

Rank the Trrapi 16B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124