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Gervasio 7B Portuguese Ptpt Decoder by PORTULAN

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Gervasio 7B Portuguese Ptpt Decoder is an open-source language model by PORTULAN. Features: 7b LLM, VRAM: 13.5GB, Context: 4K, License: mit, Instruction-Based, LLM Explorer Score: 0.1.

  Arxiv:2402.18766   Albertina-pt*   Clm   Dataset:portulan/extraglue Dataset:portulan/extraglue-ins...   Decoder   Endpoints compatible   Foundation model Gervasio-7b-portuguese-ptbr-de... Gervasio-7b-portuguese-ptpt-de...   Gervasio-pt*   Gervasio-ptbr   Gervasio-ptpt   Gpt   Instruct   Llama   Portuguese   Portulan   Pt   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PORTULAN/gervasio-7b-portuguese-ptpt-decoder 

Gervasio 7B Portuguese Ptpt Decoder Benchmarks

LLME Score: 0.10143
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gervasio 7B Portuguese Ptpt Decoder (PORTULAN/gervasio-7b-portuguese-ptpt-decoder)
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Gervasio 7B Portuguese Ptpt Decoder Parameters and Internals

Model Type 
decoder
Use Cases 
Areas:
Research, Commercial applications
Applications:
Text generation, Language modeling
Primary Use Cases:
Portuguese text generation
Limitations:
The model is conditioned for Portuguese and may not perform well with other languages.
Additional Notes 
Developed by a team from University of Lisbon. Can be used for free under an open license.
Supported Languages 
Portuguese (proficient)
Training Details 
Data Sources:
PORTULAN/extraglue, PORTULAN/extraglue-instruct
Methodology:
Supervised fine-tuning with causal language modeling objective and data augmentation techniques.
Context Length:
512
Model Architecture:
Transformer, hidden size of 4096, intermediate size of 11008, 32 attention heads, 32 hidden layers, Byte-Pair Encoding tokenizer with a vocabulary size of 32,000.
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
LLM NameGervasio 7B Portuguese Ptpt Decoder
Repository 🤗https://huggingface.co/PORTULAN/gervasio-7b-portuguese-ptpt-decoder 
Model Size7b
Required VRAM13.5 GB
Updated2026-05-05
MaintainerPORTULAN
Model Typellama
Instruction-BasedYes
Model Files  13.5 GB   13.5 GB
Supported Languagespt
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.35.0.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 PORTULAN/gervasio-7b-portuguese-ptpt-decoder.

Rank the Gervasio 7B Portuguese Ptpt Decoder 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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