QLORA tutorials

Discover how to build, deploy and run QLORA applications in production on Koyeb. The fastest way to deploy applications globally.

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DeepSeek-R1’s Multi-Lingual and Agentic RAG Capabilities in Practice

Charly Poly

DeepSeek-R1’s Multi-Lingual and Agentic RAG Capabilities in Practice

Explore real-world examples of DeepSeek-R1's powerful capabilities, including agentic reasoning, multilingual abilities, and large context windows, using Koyeb and Inngest orchestration.

Jan 31, 2025

13 min read

Fine-Tune MistralAI and Evaluate the Fine-Tuned Model on Koyeb Serverless GPUs

Nuno Bispo

Fine-Tune MistralAI and Evaluate the Fine-Tuned Model on Koyeb Serverless GPUs

A step-by-step guide to learn how to fine-tune MistralAI on domain-specific knowledge and evaluate the fine-tuned model's performance.

Oct 08, 2024

20 min read

Fine-Tune Llama 3.1 8B using QLORA on Koyeb Serverless GPUs

Diego Rojas

Fine-Tune Llama 3.1 8B using QLORA on Koyeb Serverless GPUs

Learn how to fine-tune an Llama 3.1 8B using QLORA on your favourite project's documentation. This will enable the model to answer questions with (hopefully) correct, and up-to-date information.

Oct 02, 2024

7 min read

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