New inference tutorials:

• OCR with vision-language models with vLLM

• Building AI pipelines for voice assistants

New fine-tuning tutorial:

• Llama-3.1 8B with torchtune

New pretraining tutorial:

• Llama-3.1 8B with torchtitan

Updated the supported ROCm versions for some guides

Additional minor changes

New inference tutorials:

• Hugging Face Transformers

• Hugging Face TGI

• Deploying with vLLM

• From chatbot to rap bot with vLLM

• RAG with LlamaIndex and Ollama

New fine-tuning tutorials:

• VLM with PEFT

• LLM with LoRA

• LLM with QLoRA

New pretraining tutorials:

• OLMo model with PyTorch FSDP

• Training configuration with Megatron-LM

• LLM with Megatron-LM