Changelog for the AI Developer Hub

AI developer tutorials are available at the AI Developer Hub.

Version 2.0

Added

• 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

Changed

• Updated the supported ROCm versions for some guides

• Additional minor changes

Version 1.0

Added

• 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