--- license: llama2 library_name: transformers tags: - code model-index: - name: Pandalyst-7B-V1.1 results: - task: type: text-generation metrics: - name: acc@1 type: acc@1 value: 0.0 verified: false language: - en --- ## Pandalyst: A large language model for mastering data analysis using pandas

๐Ÿฑ Github Repo

**What is Pandalyst** - Pandalyst is a general large language model specifically trained to process and analyze data using the pandas library. **How is Pandalyst** - Pandalyst has strong generalization capabilities for data tables in different fields and different data analysis needs. **Why is Pandalyst** - Pandalyst is open source and free to use, and its small parameter size (7B/13B) allows us to easily deploy it on local PC. - Pandalyst can handle complex data tables (multiple columns and multiple rows), allowing us to enter enough context to describe our table in detail. - Pandalyst has very competitive performance, significantly outperforming models of the same size and even outperforming some of the strongest closed-source models. ## News - ๐Ÿ”ฅ[2023/10/15] Now we can **plot** ๐Ÿ“ˆ! and much more powerful! We released **Pandalyst-7B-V1.2**, which was trained on **CodeLlama-7b-Python** and it surpasses **ChatGPT-3.5 (2023/06/13)**, **Pandalyst-7B-V1.1** and **WizardCoder-Python-13B-V1.0** in our **PandaTest_V1.0**. - ๐Ÿค–๏ธ[2023/09/30] We released **Pandalyst-7B-V1.1** , which was trained on **CodeLlama-7b-Python** and achieves the **76.1 exec@1** in our **PandaTest_V1.0** and surpasses **WizardCoder-Python-13B-V1.0** and **ChatGPT-3.5 (2023/06/13)**. | Model | Checkpoint | Support plot | License | |---------------------|--------------------------------------------------------------------------------------------|--------------| ----- | | ๐Ÿ”ฅPandalyst-7B-V1.2 | ๐Ÿค— HF Link | โœ… | Llama2 | | Pandalyst-7B-V1.1 | ๐Ÿค— HF Link | โŒ | Llama2 | ## Usage and Human evaluation Please refer to Github.