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---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- tiiuae/falcon-11B
language:
- nl
---
# Falcon-5.5B-Dutch
Falcon-5.5B-Dutch is a pruned version of Falcon-11B using [mergekit](https://github.com/cg123/mergekit):
* [tiiuae/falcon-11B](https://huggingface.co/tiiuae/falcon-11B)
* [tiiuae/falcon-11B](https://huggingface.co/tiiuae/falcon-11B)
## 🧩 Configuration
\```yaml
slices:
- sources:
- model: tiiuae/falcon-11B
layer_range: [0, 25]
- sources:
- model: tiiuae/falcon-11B
layer_range: [56,59]
merge_method: passthrough
dtype: bfloat16\```
PruneMe has been optimized using the AgentWaller/dutch-oasst1 dataset by investigating layer similarity with 4000 samples. The layer ranges for pruning were determined based on this analysis to maintain performance while reducing model size.
Note: This is a base language model and has not been optimized for conversational or chat applications. Further fine-tuning may be required to adapt it for specific use cases. |