44 lines
1.5 KiB
Markdown
44 lines
1.5 KiB
Markdown
---
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base_model:
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- prithivMLmods/Llama-Express.1-Tiny
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- prithivMLmods/Llama-Express.1
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- prithivMLmods/Llama-Express.1-Math
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# **Llama-Express.1-Merged**
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Llama-Express.1-Merged is a 1B model based on Llama 3.2 (1B), fine-tuned on long chain-of-thought thinker datasets. This instruction-tuned, text-only model is optimized for multilingual dialogue use cases, including agentic retrieval and summarization tasks. It outperforms many of the available open-source and closed chat models.
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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### Merge Method
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This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [prithivMLmods/Llama-Express.1](https://huggingface.co/prithivMLmods/Llama-Express.1) as a base.
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### Models Merged
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The following models were included in the merge:
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* [prithivMLmods/Llama-Express.1-Tiny](https://huggingface.co/prithivMLmods/Llama-Express.1-Tiny)
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* [prithivMLmods/Llama-Express.1-Math](https://huggingface.co/prithivMLmods/Llama-Express.1-Math)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: prithivMLmods/Llama-Express.1
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- model: prithivMLmods/Llama-Express.1-Tiny
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- model: prithivMLmods/Llama-Express.1-Math
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merge_method: model_stock
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base_model: prithivMLmods/Llama-Express.1
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normalize: true
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int8_mask: true
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dtype: bfloat16
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```
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