🚀 Pasta-Lake-7b

Pasta-Lake-7b is a merged model that combines the strengths of multiple base models, offering enhanced performance in text - generation tasks.

🚀 Quick Start

This README provides an overview of the Pasta - Lake - 7b model, including its base models, configuration, and evaluation results.

✨ Features

• Model Merging: Combines the capabilities of [Test157t/Pasta - PrimaMaid - 7b](https://huggingface.co/Test157t/Pasta - PrimaMaid - 7b) and [macadeliccc/WestLake - 7B - v2 - laser - truthy - dpo](https://huggingface.co/macadeliccc/WestLake - 7B - v2 - laser - truthy - dpo).
• Multiple Quantizations: Thanks to contributors, there are exl2 and gguf quantizations available.
• Good Performance: Achieves competitive scores on various text - generation benchmarks.

🔧 Technical Details

Models Merged

The following models were included in the merge:

• [Test157t/Pasta - PrimaMaid - 7b](https://huggingface.co/Test157t/Pasta - PrimaMaid - 7b)
• [macadeliccc/WestLake - 7B - v2 - laser - truthy - dpo](https://huggingface.co/macadeliccc/WestLake - 7B - v2 - laser - truthy - dpo)

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: Test157t/Pasta - PrimaMaid - 7b
        layer_range: [0, 32]
      - model: macadeliccc/WestLake - 7B - v2 - laser - truthy - dpo
        layer_range: [0, 32]
merge_method: slerp
base_model: Test157t/Pasta - PrimaMaid - 7b
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: float16

📚 Documentation

Evaluation Results

 Thanks to @Kooten the man the myth the legend we have exl2 quants: https://huggingface.co/models?search=Kooten/Pasta - Lake - 7b - exl2

Thanks to @bartowski the homie for the additional exl2 quants, please show him some support as well: https://huggingface.co/bartowski/Pasta - Lake - 7b - exl2/tree/main

Thanks also to @konz00 for the gguf quants: https://huggingface.co/konz00/Pasta - Lake - 7b - GGUF

Thanks to @Lewdiculus for the other GGUF quants: https://huggingface.co/Lewdiculous/Pasta - Lake - 7b - GGUF

added ST preset files


Open LLM Leaderboard Evaluation Results

Detailed results can be found [here](https://huggingface.co/datasets/open - llm - leaderboard/details_Test157t__Pasta - Lake - 7b)

📄 License

The model is under the "other" license.