Falcon2 5.5B French is an open-source language model by ssmits. Features: 11b LLM, VRAM: 10.9GB, Context: 8K, License: apache-2.0, Merged, LLM Explorer Score: 0.13.
Does not generalize well to languages not covered in training
Considerations:
Finetuning and risk assessment for production use
Additional Notes
Falcon models require PyTorch 2.0 for use. Text Generation Inference is recommended for faster inference.
Supported Languages
French (Primary), English (Secondary), German (Secondary), Spanish (Secondary), Italian (Secondary), Portuguese (Secondary), Polish (Secondary), Dutch (Secondary), Romanian (Secondary), Czech (Secondary), Swedish (Secondary)
Training Details
Data Sources:
wikimedia/wikipedia French subset
Data Volume:
5T tokens (Falcon-11B), ~1B continued pre-training
Methodology:
Passthrough merge, PruneMe
Model Architecture:
Layer range based pruning and merging
Input Output
Performance Tips:
For fast inference, use Text Generation Inference library.
Note: green Score (e.g. "73.2") means that the model is better than ssmits/Falcon2-5.5B-French.
Rank the Falcon2 5.5B French 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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