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--- |
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license: apache-2.0 |
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tags: |
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- merge |
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- mergekit |
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- lazymergekit |
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- tiiuae/falcon-11B |
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language: |
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- nl |
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--- |
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# Falcon-5.5B-Dutch |
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Falcon-5.5B-Dutch is a pruned version of Falcon-11B using [mergekit](https://github.com/cg123/mergekit): |
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* [tiiuae/falcon-11B](https://huggingface.co/tiiuae/falcon-11B) |
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* [tiiuae/falcon-11B](https://huggingface.co/tiiuae/falcon-11B) |
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## 🧩 Configuration |
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\```yaml |
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slices: |
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- sources: |
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- model: tiiuae/falcon-11B |
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layer_range: [0, 25] |
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- sources: |
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- model: tiiuae/falcon-11B |
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layer_range: [56,59] |
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merge_method: passthrough |
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dtype: bfloat16\``` |
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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. |
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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. |
