changed context name and add more docs

docs/multi_gpu.md

docs/single_gpu.md

recipes/finetuning/README.md

recipes/finetuning/multigpu_finetuning.md

recipes/finetuning/singlegpu_finetuning.md

requirements.txt

src/llama_recipes/utils/train_utils.py