LLM-PlayLab

LLM-PlayLab

This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and impact of these models across various applications.

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LLM-PlayLab is a repository containing various projects related to LLM (Large Language Models) fine-tuning, generative AI, time-series forecasting, and crash courses. It includes projects for text generation, sentiment analysis, data analysis, chat assistants, image captioning, and more. The repository offers a wide range of tools and resources for exploring and implementing advanced AI techniques.

README:

LLM Projects Respository Link
Llama 3.1 link
RAG Using Llama 3 link
CSVQConnect link
AI_VIRTUAL_ASSISTANT link
DocuBotMultiPDFConversationalAssistant link
autogpt link
meta_llama_2finetuned_text_generation_summarization link
text_generation_using_Llama link
llm_using_petals link
llm_using_petals link
Salesforce-xgen link
text_summarization_using_open_llama_7b link
Text_summarization_using_GPT-J link
codllama link
Image_to_text_using_LLaVA link
Tabular_data_using_llamaindex link
nextword_sentence_prediction link
Text-Generation-using-DeciLM-7B-instruct link
Gemini-blog-creation link
Prepare_holiday_cards_with_Gemini_and_Sheets link
Code-Generattion_using_phi2_llm link
RAG-USING-GEMINI link
Resturant-Recommendation-Multi-Modal-RAG-using-Gemini link
slim-sentiment-tool link
Synthetic-Data-Generation-Using-LLM link
Architecture-for-building-a-Chat-Assistant link
LLM-CHAT-ASSISTANT-WITH-DYNAMIC-CONTEXT-BASED-ON-QUERY link
Text Classifier using LLM link
Multiclass sentiment Analysis link
Text-Generation-Using-GROQ link
DataAgents link
PandasQuery_tabular_data link
Exploratory_Data_Analysis_using_LLM link
Text_generation_using_gemma_instruct link
Invoice-Extractor_using_gemini1.5pro link
Unveiling-Insights-from-Audio_using_gemini1.5pro link
Llama3 link
Image Captioning Using paligemma link
Hugging-Face-x-LangChain link
Text_Generation_using_Mistral-7B-Instruct-v0.3 link
Text_generation_neo_7b link

LLM Fine-Tuning

LLM Projects Respository Link
Llama2_Model_finetuning link

RAG With LlamaIndex

LLM Projects Respository Link
RAG_with_TLM link
RAG_Using_llama2_llamaindex link
RAG_Using_Mistral_7b_llamaindex link
RAG_zephyr_7b_llamaindex link
llm-evaluation link

Generative AI On Cloud

LLM Projects Respository Link
Artilcle-Generation-Using-Bedrock and AWS Lambda link

Time-series Forecasting with LLM

LLM Projects Respository Link
Gold Price Forecasting by using timesfm-1.0-200m link
forecasting-using-TimeGPT link

Generative AI Inferencing

LLM Projects Respository Link
Inferencing_with_Nvidia_NIM link

Generative AI Crash Course

LLM Projects Respository Link
Generative AI Crash Course_Session 02 link

LANGGRAPH

LLM Projects Respository Link
chatbot_using_LangGraph link
RAG_using_LangGraph link
Write-Social-Media-Content-with-Agents link
City Temperature Agent link
Content-Generator link

GITHUB MODEL

LLM Projects Respository Link
Github Model link

Crawl4ai for Webscrapping

LLM Projects Respository Link
Crawl4aiforWebscrapping link

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