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Sabia 7B by maritaca-ai

 »  All LLMs  »  maritaca-ai  »  Sabia 7B   URL Share it on

  764   
  Arxiv:2304.07880   Autotrain compatible   Endpoints compatible   Llama   Model-index   Pt   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/maritaca-ai/sabia-7b 

Sabia 7B Benchmarks

MMLU Pro: 5.39
MUSR: 10.61
BBH: 5.04
IFEval: 28.92 vs 88 (so35)-67.1%
MATH Lvl 5: 0.38
LLME Score: 0.18946
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sabia 7B (maritaca-ai/sabia-7b)

Sabia 7B Parameters and Internals

Model Type 
text generation
Additional Notes 
The model was pretrained on the Portuguese subset of ClueWeb22. The pretraining data has a cutoff of mid-2022.
Supported Languages 
Portuguese (High)
Training Details 
Data Sources:
ClueWeb22
Data Volume:
17 billion tokens
Context Length:
2048
Model Architecture:
Based on LLaMA-1-7B
Input Output 
Input Format:
Text only
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Optimized for few-shot tasks, recommended to use fp16 or bf16 for best performance.
LLM NameSabia 7B
Repository 🤗https://huggingface.co/maritaca-ai/sabia-7b 
Model Size7b
Required VRAM13.5 GB
Updated2025-02-05
Maintainermaritaca-ai
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagespt
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Sabia 7B

Model
Likes
Downloads
VRAM
Sabia 7B GGUF51322 GB
Sabia 7B GPTQ2153 GB
Sabia 7B AWQ163 GB

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Note: green Score (e.g. "73.2") means that the model is better than maritaca-ai/sabia-7b.

Rank the Sabia 7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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