recipes/quickstart folder updated

UPDATES.md

docs/FAQ.md

docs/multi_gpu.md

recipes/3p_integrations/README.md

...es/3p_integrations/hf_text_generation_inference/README.md

...ations/hf_text_generation_inference/merge_lora_weights.py

recipes/3p_integrations/llama-on-prem.md

recipes/3p_integrations/vllm/inference.py

recipes/README.md

recipes/quickstart/RAG/hello_llama_cloud.ipynb

recipes/quickstart/finetuning/LLM_finetuning_overview.md

recipes/quickstart/finetuning/README.md

recipes/quickstart/finetuning/datasets/README.md

recipes/quickstart/finetuning/datasets/custom_dataset.py

recipes/quickstart/finetuning/finetuning.py

recipes/quickstart/finetuning/multi_node.slurm

recipes/quickstart/finetuning/multigpu_finetuning.md

...es/quickstart/finetuning/quickstart_peft_finetuning.ipynb

recipes/quickstart/finetuning/singlegpu_finetuning.md

recipes/quickstart/inference/code_llama/README.md