---
title: lora-tests
canonical_url: "https://www.modelscope.cn/models/ggml-org/lora-tests"
md_url: "https://www.modelscope.cn/models/ggml-org/lora-tests.md"
repository: ggml-org/lora-tests
last_updated: 2025-01-26
parameters: 59.0M
tensor_type:
  - F32
library_name:
  - safetensors
  - pytorch
frameworks:
  - pytorch
downloads: 904
stars: 0
---

# lora-tests

> lora-tests - ggml-org 在 ModelScope 开源的模型。Models with reduced matrix size and overfitted for testing

- **Repository**: ggml-org/lora-tests
- **Parameters**: 59.0M
- **Downloads**: 904
- **Stars**: 0
- **Last updated**: 2025-01-26

Source: https://www.modelscope.cn/models/ggml-org/lora-tests

---

# Models with reduced matrix size and overfitted for testing

Base models and adapters for LLMs to be used to test converting to `gguf` and testing inference. 

These LLMs are in `safetensors` format with their architecture unchanged but for the size of their tensors. 



Folders structure:
```
<model architecture>/hidden_size=<reduced size>/<base|lora>
```
where:
- `base`: overfitted to complete this [Sagan's Pale Blue Dot paragraph](https://github.com/ltoniazzi/reduce-llms-for-testing/blob/main/data/pale_blue_dot.txt)
- `lora`: overfitted to complete this [Bohemian Rapshody paragraph](https://github.com/ltoniazzi/reduce-llms-for-testing/blob/main/data/bohemian_rapshody.txt)

These models are generated with the repo [reduce-llms-for-testing](https://github.com/ltoniazzi/reduce-llms-for-testing). 
Please open an issue/PR there if you want to add more models.