fixed few typos

docs/FAQ.md

docs/multi_gpu.md

...s/prompt_engineering_with_llama_2_on_amazon_bedrock.ipynb

...mplates/presidential-speeches-rag-with-pinecone/README.md

...templates/presidential-speeches-rag-with-pinecone/main.py

...lamini/text2sql_memory_tuning/data/gold-test-set-v2.jsonl

...ns/lamini/text2sql_memory_tuning/data/gold-test-set.jsonl

...ta/archive/generated_queries_large_filtered_cleaned.jsonl

...archive/generated_queries_v2_large_filtered_cleaned.jsonl

..._memory_tuning/data/training_data/generated_queries.jsonl

...y_tuning/data/training_data/generated_queries_large.jsonl

...data/training_data/generated_queries_large_filtered.jsonl

...mory_tuning/data/training_data/generated_queries_v2.jsonl

...uning/data/training_data/generated_queries_v2_large.jsonl

...pes/3p_integrations/llamaindex/dlai_agentic_rag/README.md

...erai/multimodal_RAG_with_nvidia_investor_slide_deck.ipynb

...s/togetherai/structured_text_extraction_from_images.ipynb

recipes/3p_integrations/vllm/README.md

recipes/experimental/long_context/H2O/README.md

recipes/experimental/long_context/H2O/src/streaming.sh