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Sabia 7B GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Sabia 7B GGUF   URL Share it on

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  Arxiv:2304.07880 Base model:maritaca-ai/sabia-7... Base model:quantized:maritaca-...   Gguf   Llama   Pt   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/sabia-7B-GGUF 

Sabia 7B GGUF Benchmarks

LLME Score: 0.15609
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sabia 7B GGUF (TheBloke/sabia-7B-GGUF)

Sabia 7B GGUF Parameters and Internals

Model Type 
auto-regressive, text generation, language model
Use Cases 
Areas:
Research applications
Limitations:
Not recommended for zero-shot tasks., Limited to few-shot tasks.
Additional Notes 
Quantized versions provided by TheBloke support efficient inference on various platforms.
Supported Languages 
pt (Primary)
Training Details 
Data Sources:
Portuguese subset of ClueWeb22
Data Volume:
7 billion tokens + 10 billion additional tokens
Context Length:
2048
Model Architecture:
same architecture as LLaMA-1-7B
Input Output 
Input Format:
Text input
Accepted Modalities:
text
Output Format:
Text output
LLM NameSabia 7B GGUF
Repository 🤗https://huggingface.co/TheBloke/sabia-7B-GGUF 
Model NameSabia 7B
Model CreatorMaritaca AI
Base Model(s)  Sabia 7B   maritaca-ai/sabia-7b
Model Size7b
Required VRAM2.8 GB
Updated2025-01-15
MaintainerTheBloke
Model Typellama
Model Files  2.8 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
Supported Languagespt
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

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Mistral 7B Instruct V0.2 GGUF0K / 3.1 GB94517411
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/sabia-7B-GGUF.

Rank the Sabia 7B GGUF 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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