Bode 13B Alpaca Pt Br by recogna-nlp

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  Arxiv:2401.02909   Adapter   Alpaca   Bode   Doi:10.57967/hf/1299   En   Finetuned   Llama 2   Lora   Model-index   Peft   Portuguese   Pt   Q&a   Region:us

Bode 13B Alpaca Pt Br Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bode 13B Alpaca Pt Br (recogna-nlp/bode-13b-alpaca-pt-br)

Bode 13B Alpaca Pt Br Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
natural language processing
Additional Notes 
Bode is designed for Portuguese NLP tasks, mitigating grammatical errors common in other models.
Supported Languages 
pt (Fluent)
Training Details 
Data Sources:
Alpaca
Methodology:
Instruction-based fine-tuning
Hardware Used:
Supercomputador Santos Dumont
Input Output 
Input Format:
Instruction with optional input
Accepted Modalities:
text
Output Format:
text
LLM NameBode 13B Alpaca Pt Br
Repository ๐Ÿค—https://huggingface.co/recogna-nlp/bode-13b-alpaca-pt-br 
Model Size13b
Required VRAM0 GB
Updated2025-02-22
Maintainerrecogna-nlp
Model Files  0.0 GB
Supported Languagespt en
Model ArchitectureAdapter
Licensemit
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha32
LoRA Dropout0.05
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than recogna-nlp/bode-13b-alpaca-pt-br.

Rank the Bode 13B Alpaca Pt Br 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 v20241227