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AI Developer

Tutorials for AI developers 2.0

Inference tutorials

Hugging Face Transformers
Hugging Face TGI
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

Fine-tuning tutorials

VLM with PEFT
LLM with LoRA
LLM with QLoRA
Llama-3.1 8B with torchtune

Pretraining tutorials

OLMo model with PyTorch FSDP
Training configuration with Megatron-LM
LLM with Megatron-LM
Llama-3.1 8B with torchtitan

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