Lamini

Lamini's LLM platform is designed to manage the entire lifecycle of large language models. It offers features like model selection, tuning, evaluation, and deployment. Users can leverage Lamini's advanced technologies to run highly efficient and scalable inference tasks, all while having access to a comprehensive evaluation suite and model comparison playground.

Lamini offers a free plan that includes up to 200 inference requests per month and limited tuning requests. For custom enterprise solutions, pricing is tailored depending on specific requirements like unlimited tuning, inference, and dedicated GPU options. Users need to contact Lamini for detailed pricing regarding enterprise plans.

Lamini does not build the models for you but provides the tools and infrastructure to do so. Users can choose from top open-source models and fine-tune them per their needs using Lamini's platform. It simplifies the complex processes involved in creating, tuning, and deploying large models.

Lamini leverages top open-source language models such as Llama 3, Mistral 2, and Phi 3. These models are known for their high performance and adaptability, and Lamini's platform enables users to compare and use them effectively for various applications.

Yes, Lamini allows users to export their tuned models. Once exported, users can run these models on their environments as needed. This flexibility ensures that users can leverage their existing infrastructure while benefiting from Lamini's tuning and evaluation features.

To use Lamini:

Step 1: Sign up for a free account on the Lamini website.

Step 2: Select a model from the provided options, such as Llama 3 or Mistral 2.

Step 3: Use the platform’s tuning tools to fine-tune the selected model.

Step 4: Evaluate the tuned model using Lamini’s evaluation suite.

Step 5: Deploy the model, either using Lamini’s GPUs or your own infrastructure.

Lamini offers several benefits, such as comprehensive model lifecycle management, high inference throughput, advanced tuning capabilities, and customizable enterprise solutions. Additionally, it provides a user-friendly interface and access to world-class ML experts, ensuring that users can maximize the potential of their LLMs efficiently.

Lamini uses advanced technologies like LoRA (Low-Rank Adaptation), PEFT (Parameter-Efficient Fine-Tuning), Model/Data Parallelism, and Sharding. These technologies aid in optimizing model performance and scaling efficiently. They are crucial for handling large datasets and complex model architectures.

Yes, Lamini offers a free plan that allows users to get started without any cost. The free plan includes up to 200 inference requests per month and limited tuning requests. This option helps users to explore the platform and understand its features before opting for a custom enterprise solution.

For enterprise clients, Lamini offers customized plans with dedicated support. Services include access to world-class machine learning experts, high-performance computing resources, and enterprise-grade white glove support. Clients can tailor the platform according to their specific requirements, ensuring optimal performance and efficiency.

If you exceed the 200 inference requests limit on the free plan, you would need to upgrade to an enterprise plan in order to continue using the platform. The enterprise plan offers unlimited tuning and inference requests, ensuring that there are no interruptions to your workflow.