ssmits
/

Falcon2-5.5B-Czech

Text Generation

tiiuae/falcon-11B

text-generation-inference

Inference Endpoints

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ssmits commited on May 21, 2024

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 [PruneMe](https://github.com/arcee-ai/PruneMe) has been utilized using the wikimedia/wikipedia Czech (cs) subset by investigating layer similarity with 2000 samples. The layer ranges for pruning were determined based on this analysis to maintain performance while reducing model size.
-![Layer Similarity Plot](https://cdn-uploads.huggingface.co/production/uploads/660c0a02cf274b3ab77dd6b7/hXfcozWzFUd8Df7HsaHK-.png)
 ## Direct Use
 Research on large language models; as a foundation for further specialization and finetuning for specific usecases (e.g., summarization, text generation, chatbot, etc.)

 [PruneMe](https://github.com/arcee-ai/PruneMe) has been utilized using the wikimedia/wikipedia Czech (cs) subset by investigating layer similarity with 2000 samples. The layer ranges for pruning were determined based on this analysis to maintain performance while reducing model size.
+![Layer Similarity Plot](https://cdn-uploads.huggingface.co/production/uploads/660c0a02cf274b3ab77dd6b7/KZUO0gMn8OUxPiI319zj-.png)
 ## Direct Use
 Research on large language models; as a foundation for further specialization and finetuning for specific usecases (e.g., summarization, text generation, chatbot, etc.)