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README.md
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## Merging models like lego blocks using ddare and ties
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- [Alpaca + TinyLlama + RoPE Scaling full example.ipynb](https://colab.research.google.com/drive/1AZghoNBQaMDgWJpi4RbffGM1h6raLUj9?usp=sharing#scrollTo=LjY75GoYUCB8)
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## How do I generate my own model merges?
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The code below merges the following HuggingFace TinyLlama models:
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- TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
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- Doctor-Shotgun/TinyLlama-1.1B-32k-Instruct
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- Tensoic/TinyLlama-1.1B-3T-openhermes
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- Josephgflowers/TinyLlama-3T-Cinder-v1.3
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```python3
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import transformers
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import torch
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## Merging models like lego blocks using ddare and ties
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This model was merged with the following HuggingFace TinyLlama models using ties:
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- TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
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- Doctor-Shotgun/TinyLlama-1.1B-32k-Instruct
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- Tensoic/TinyLlama-1.1B-3T-openhermes
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- Josephgflowers/TinyLlama-3T-Cinder-v1.3
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## How do I fine-tune this model?
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Please refer to the Unsloth fine-tuning guide for:
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- [Alpaca + TinyLlama + RoPE Scaling full example.ipynb](https://colab.research.google.com/drive/1AZghoNBQaMDgWJpi4RbffGM1h6raLUj9?usp=sharing)
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## How do I generate my own model merges?
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Here's the standalone python script we used with logs below:
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```python3
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import transformers
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import torch
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