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FLOR 1.3B Instructed by projecte-aina

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  Autotrain compatible   Bloom   Endpoints compatible   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/projecte-aina/FLOR-1.3B-Instructed 

FLOR 1.3B Instructed Benchmarks

LLME Score: 0.15582
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
FLOR 1.3B Instructed (projecte-aina/FLOR-1.3B-Instructed)

FLOR 1.3B Instructed Parameters and Internals

Model Type 
transformer, causal language model, text generation
Use Cases 
Areas:
Research, Commercial Applications
Primary Use Cases:
text generation, summarization, question answering, creative writing
Supported Languages 
Catalan (high), Spanish (high), English (high)
Training Details 
Data Sources:
InstruCat, Dolly, MENTOR_ES, MENTOR_CA
Data Volume:
140B tokens
Methodology:
language adaptation technique performed on BLOOM-7.1B
Model Architecture:
transformer-based
Responsible Ai Considerations 
Fairness:
The model may have biases due to data collection methods.
Accountability:
Users are responsible for complying with applicable regulations and risk mitigation.
Mitigation Strategies:
Research in bias and toxicity is intended for the future.
Input Output 
Input Format:
### Instruction\n{instruction}\n### Context\n{context}\n### Answer\n
Accepted Modalities:
text
Output Format:
text
LLM NameFLOR 1.3B Instructed
Repository 🤗https://huggingface.co/projecte-aina/FLOR-1.3B-Instructed 
Model Size1.3b
Required VRAM2.6 GB
Updated2025-02-05
Maintainerprojecte-aina
Model Typebloom
Model Files  2.6 GB
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-1.3B-Instructed.

Rank the FLOR 1.3B 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 v20241227
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