Merge branch 'main' into main

Author: HamidShojanazeri

.github/scripts/spellcheck_conf/wordlist.txt

@@ -1358,3 +1358,32 @@ contrains
 knowlege
 kv
 prefilling
+DataFrame
+DuckDB
+Groq
+GroqCloud
+Replit
+Teslas
+duckdb
+teslas
+Groqs
+groq
+schemas
+Pinecone
+Pinecone's
+Repl
+docsearch
+presidental
+CrewAI
+kickstart
+DataFrames
+Groqing
+Langchain
+Plotly
+dfs
+yfinance
+Groq's
+LlamaChat
+chatbot's
+ConversationBufferWindowMemory
+chatbot's

recipes/finetuning/README.md

@@ -11,7 +11,7 @@ using the canonical [finetuning script](../../src/llama_recipes/finetuning.py) i
 If you are new to fine-tuning techniques, check out an overview: [](./LLM_finetuning_overview.md)
 
 > [!TIP]
-> If you want to try finetuning Meta Llama 3 with Huggingface's trainer, here is a Jupyter notebook with an [example](./huggingface_trainer/peft_finetuning.ipynb)
+> If you want to try finetuning Meta Llama 3 in a Jupyter notebook you can find a quickstart notebook [here](./quickstart_peft_finetuning.ipynb)
 
 
 ## How to configure finetuning settings?