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FLOR 6.3B Instructed by projecte-aina

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  Autotrain compatible   Bloom   Endpoints compatible   License:apache-2.0   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/projecte-aina/FLOR-6.3B-Instructed 
FLOR 6.3B Instructed (projecte-aina/FLOR-6.3B-Instructed)
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FLOR 6.3B Instructed Parameters and Internals

Model Type 
transformer-based, causal language model
Use Cases 
Primary Use Cases:
text-generation tasks, summarization, Question Answering, creative writing
Limitations:
Potential bias and toxicity
Considerations:
Users should mitigate risks and comply with applicable regulations.
Additional Notes 
No specific bias and toxicity measures have been taken yet, research is intended in the future.
Supported Languages 
Catalan (good), Spanish (good), English (good)
Training Details 
Data Sources:
InstruCat, Dolly dataset, MENTOR_ES, MENTOR_CA
Data Volume:
140B tokens
Methodology:
Language adaptation technique; continuous pre-training
Model Architecture:
Transformer-based
Safety Evaluation 
Ethical Considerations:
The model may be biased due to the nature of the training data derived from web sources.
LLM NameFLOR 6.3B Instructed
Repository 🤗https://huggingface.co/projecte-aina/FLOR-6.3B-Instructed 
Model Size6.3b
Required VRAM12.4 GB
Updated2024-07-04
Maintainerprojecte-aina
Model Typebloom
Model Files  9.9 GB: 1-of-2   2.5 GB: 2-of-2
Model ArchitectureBloomForCausalLM
Licenseapache-2.0
Transformers Version4.28.1
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50257
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than projecte-aina/FLOR-6.3B-Instructed.

Rank the FLOR 6.3B Instructed 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 v20241124
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