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LLM-handledningar
Håll dig uppdaterad med de senaste nyheterna, teknikerna och resurserna för Large Language Models. Våra handledningar är fulla av praktiska genomgångar och användningsfall som hjälper dig att utveckla dina färdigheter.
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Fine-Tuning Magistral: A Step-By-Step Guide
Step-by-step guide to fine-tuning the Mistral reasoning model on a medical MCQs dataset using the Transformers framework.
Abid Ali Awan
17 juni 2025
Magistral Small: A Guide With Demo Project on vLLM and Ollama
Learn how to set up and run Mistral's Magistral Small model using Ollama and vLLM, and build a demo project that debugs faulty logic.
Aashi Dutt
12 juni 2025
Gradio MCP Server Guide: Build, Test, Deploy & Integrate
A step-by-step tutorial on building, testing, deploying, and integrating a Gradio MCP server with Tavily, Hugging Face Spaces, Cursor AI and Claude Desktop.
Abid Ali Awan
8 juni 2025
Fine-Tuning DeepSeek-R1-0528 on an RTX 4090
Learn how to fine-tune the top open-source reasoning model, on a medical multiple choice questions (MCQs) dataset using a consumer GPU.
Abid Ali Awan
30 maj 2025
Fine-Tuning MedGemma on a Brain MRI Dataset
A step-by-step guide to setting up the environment, processing the MRI dataset, fine-tuning the model, and evaluating its performance.
Abid Ali Awan
29 maj 2025
Claude Opus 4 with Claude Code: A Guide With Demo Project
Plan, build, test, and deploy a machine learning project from scratch using the Claude Opus 4 model with Claude Code.
Abid Ali Awan
23 maj 2025
Fine-Tuning Phi-4 Reasoning: A Step-By-Step Guide
A step-by-step guide to fine-tuning the state-of-the-art Phi-4 Reasoning model on the finance Q&A dataset in under 10 minutes.
Abid Ali Awan
18 maj 2025
Mistral Medium 3 Tutorial: Building Agentic Applications
Develop a multi-tool agent application using LangGraph, Tavily, Python tool, and Mistral AI API in the DataLab environment.
Abid Ali Awan
18 maj 2025
Grok 3 API: A Step-by-Step Guide With Examples
Learn how to use the Grok 3 API for tasks ranging from basic queries to advanced features like function calling and structured outputs.
Tom Farnschläder
1 maj 2025
GPT-Image-1 API: A Step-by-Step Guide With Examples
Learn how to generate and edit images with the GPT-Image-1 API, including setup, parameter usage, and practical examples like masking and combining multiple images.
François Aubry
1 maj 2025
How to Set Up and Run Qwen 3 Locally With Ollama
Learn how to install, set up, and run Qwen3 locally with Ollama and build a simple Gradio-based application.
Aashi Dutt
30 april 2025
Fine-Tuning Qwen3: A Step-by-Step Guide
A step-by-step guide for fine-tuning the Qwen3-32B model on the medical reasoning dataset within an hour.
Abid Ali Awan
29 april 2025