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Gervasio 7B Portuguese Ptbr Decoder by PORTULAN

 »  All LLMs  »  PORTULAN  »  Gervasio 7B Portuguese Ptbr Decoder   URL Share it on

  102   
  Arxiv:2402.18766   Albertina-pt*   Autotrain compatible   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-ptbr-decoder 

Gervasio 7B Portuguese Ptbr Decoder Benchmarks

LLME Score: 0.16215
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 Ptbr Decoder (PORTULAN/gervasio-7b-portuguese-ptbr-decoder)

Gervasio 7B Portuguese Ptbr Decoder Parameters and Internals

Model Type 
Decoder
Additional Notes 
State of art in PTPT tasks for dimensions similar to 1.5B. Developed by a team from the University of Lisbon.
Supported Languages 
Portuguese variants (European (PTPT) and American (PTBR))
Training Details 
Data Sources:
PORTULAN/extraglue, PORTULAN/extraglue-instruct
Methodology:
Supervised fine-tuning with instruction templates and data augmentation
Context Length:
512
Model Architecture:
Transformer with 32 attention heads, 32 hidden layers, hidden size of 4,096 units, intermediate size of 11,008 units
LLM NameGervasio 7B Portuguese Ptbr Decoder
Repository 🤗https://huggingface.co/PORTULAN/gervasio-7b-portuguese-ptbr-decoder 
Model Size7b
Required VRAM13.5 GB
Updated2025-04-29
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-ptbr-decoder.

Rank the Gervasio 7B Portuguese Ptbr Decoder 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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Release v20241227
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