Modal Integrations

Axolotl is an innovative open-source tool crafted to enhance the fine-tuning process of a variety of AI models, accommodating numerous configurations and architectures. This platform empowers users to train models using diverse methods such as full fine-tuning, LoRA, QLoRA, ReLoRA, and GPTQ. Additionally, users have the flexibility to customize their configurations through straightforward YAML files or by employing command-line interface overrides, while also being able to load datasets in various formats, whether custom or pre-tokenized. Axolotl seamlessly integrates with cutting-edge technologies, including xFormers, Flash Attention, Liger kernel, RoPE scaling, and multipacking, and it is capable of operating on single or multiple GPUs using Fully Sharded Data Parallel (FSDP) or DeepSpeed. Whether run locally or in the cloud via Docker, it offers robust support for logging results and saving checkpoints to multiple platforms, ensuring users can easily track their progress. Ultimately, Axolotl aims to make the fine-tuning of AI models not only efficient but also enjoyable, all while maintaining a high level of functionality and scalability. With its user-friendly design, it invites both novices and experienced practitioners to explore the depths of AI model training.

Spreadsite harnesses the power of AI to convert your data into visually appealing and interactive web dashboards without the need for any coding skills. With our user-friendly workflow, you can easily turn your spreadsheets into bespoke agent-driven websites. Explore the capabilities of our agent-powered website generator, which can elevate your spreadsheet data into remarkable, interactive web applications on a large scale. Optimal performance is achieved with clean, well-organized data, and qualitative data with concise entries is particularly effective. We are consistently enhancing our platform to accommodate a diverse range of data types. What sets Spreadsite apart is its commitment to providing 100% AI-generated, custom-designed interfaces for your data. Our tool is meticulously crafted to generate distinctive visualizations that are specifically tailored to your dataset, offering an unmatched degree of customization and insight. By transforming your spreadsheets into interactive personalized websites, built from the ground up just for you, you can unlock the full potential of your data like never before. In doing so, you will also gain the ability to share insights and narratives that resonate with your audience.