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AI Developer

Tutorials for AI developers 7.0

Inference tutorials

  • ChatQnA vLLM deployment and performance evaluation
  • Text-to-video generation with ComfyUI
  • DeepSeek Janus Pro on CPU or GPU
  • DeepSeek-R1 with vLLM V1
  • AI agent with MCPs using vLLM and PydanticAI
  • Hugging Face Transformers
  • Deploying with vLLM
  • From chatbot to rap bot with vLLM
  • RAG with LlamaIndex and Ollama
  • OCR with vision-language models with vLLM
  • Building AI pipelines for voice assistants
  • Speculative decoding with vLLM
  • DeepSeek-R1 with SGLang
  • PD disaggregation with SGLang
  • Accelerating DeepSeek-V3 inference using multi-token prediction in SGLang
  • Multi-agents with Google ADK and A2A protocol

Fine-tuning tutorials

  • VLM with PEFT
  • Llama-3.1 8B with torchtune
  • Llama-3.1 8B with Llama Factory
  • GRPO with Unsloth

Pretraining tutorials

  • Training configuration with Megatron-LM