Category
Technologies
LLM Tutorials
Keep up to date with the latest news, techniques, and resources for Large Language Models. Our tutorials are full of practical walk throughs & use cases you can use to upskill.
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SGLang Tutorial: Serving Mistral Medium 3.5 Locally
Set up a multi-GPU Docker environment with tensor parallelism and EAGLE speculative decoding to serve Mistral Medium 3.5 128B through an OpenAI-compatible API.
Abid Ali Awan
June 1, 2026
Multi-Token Prediction Tutorial: How To Speed Up LLMs
Run Qwen3.6 27B on an RTX 3090 and learn how Multi-Token Prediction (MTP) with llama.cpp can boost local LLM inference by almost 2x without upgrading your GPU.
Abid Ali Awan
May 14, 2026
GPT-Realtime-2 API Tutorial: Three Tests, Three Verdicts
Learn how OpenAI's gpt-realtime-2, gpt-realtime-translate, and gpt-realtime-whisper differ, then test each one with working Python WebSocket code.
Khalid Abdelaty
May 12, 2026
How to Run DeepSeek V4 Flash Locally
Learn how to run the full DeepSeek V4 Flash model on a single GPU using a modified llama.cpp build and a compatible GGUF file in this hands-on tutorial.
Abid Ali Awan
May 5, 2026
DeepSeek V4 API Tutorial: Building a Thinking Mode Arena
Learn how DeepSeek V4's three reasoning modes work, and build a Streamlit comparison app that shows when each mode actually wins on quality, speed, and cost.
Aashi Dutt
April 30, 2026
Fine-Tuning NVIDIA Nemotron-3-Nano On Psychology Q&A Data
Learn to fine-tune NVIDIA Nemotron-3-Nano-4B on a psychology Q&A dataset using an RTX 3090 GPU using LoRA and TRL after downloading the model from Hugging Face.
Abid Ali Awan
April 29, 2026
Qwen 3.6 Plus API Tutorial: Building an Invoice Processing Pipeline in Python
Learn how to use Alibaba's Qwen 3.6 Plus, Python, and the OpenAI SDK to build an automated invoice processing pipeline with native vision and tool calling.
Bex Tuychiev
April 27, 2026
Fine-Tuning Qwen3.6 On a Medical Q&A Dataset
Learn how to fine-tune Qwen3.6 on an H100 NVL GPU using SFT, from dataset preparation and 4-bit loading to training and evaluation.
Abid Ali Awan
April 21, 2026
LLM As a Judge: A Complete Guide With Hands-On RAG Example
Learn how to build an automated LLM-as-a-judge system to evaluate your RAG pipelines for faithfulness and relevance at scale and bridge the gap in AI testing.
Josep Ferrer
April 20, 2026
Claude Opus 4.7 API Tutorial: Building a Chart Digitizer
Learn the capabilities of Anthropic’s best publicly available model, Claude Opus 4.7, and build a data science tool that can turn a chart into raw data.
François Aubry
April 20, 2026
Running MiniMax M2.7 Locally for Agentic Coding
In this guide, we will rent an H200 GPU and install llama.cpp, download MiniMax M2.7 GGUF, run it locally, test it in the WebUI, and connect it to OpenCode.
Abid Ali Awan
April 17, 2026
Ollama Python Library: Getting Started with LLMs Locally
Master the Ollama Python SDK for local LLM development. Learn to generate text, handle multi-turn chats, use vision models, and build AI apps securely.
Austin Chia
April 17, 2026