milanimcgraw Goto Github PK
Name: Milani McGraw
Type: User
Company: Henkaku.ai
Bio: USMC Veteran ◆ AI/ML Automation ◆ AI Consultant
Location: Chicago
Milani McGraw's Projects
agentic-rag-w-openai-
Agentic RAG with OpenAI Assistants and Tools
building-ai-plugins-with-semantic-kernel
Developing business applications using LLMs with Microsoft's open source orchestrator and Semantic Kernel
chatgpt-prompt-engineering-for-developers
Utilizing LLMs to build applications with OpenAI API
customer-service-chatbot-open-ai-api
Automate complex workflows using chain calls to a LLM
ddpm-ddim-diffusion-models
DDPM from scratch, sampling & training diffusion models, building neural networks for noise prediction, & personalized image generation
encoder-decoder-bart-style-transformer-model
Building an Encoder-Decoder Transformer Model from scratch in PyTorch (Training a BART Style Transformer)
evaluating-models-with-eletheur-ai-s-evaluation-harness
Evaluating Models with Eletheur AI's Evaluation Harness
evaluation-of-rag-using-ragas
Evaluating advanced retrieval methods (Langchain) with RAGAS
finetuning-mistral-7b-instruct-v0.2
Fine-tuning Mistral 7B Instruct v0.2
genai-wandb-evaluation-and-debugging
Evaluating programs utilizing LLMS and Generative Image Models using platform-independent tools
generative-supervised-fine-tuning-of-gpt-2
Fine-tuning GPT-2 for SQL generation
gradio-generative-ai-apps
Image generation, image captioning, and text-summarization apps
instruction-tuning-of-llama-2
Instruct-tune LLaMA 2 on the Mosaic Instruct v3 dataset using peft, transformers, bitsandbytes
langchain-agentic-rag-with-langgraph-langsmith
Langraph and Langsmith: Agentic RAG Powered by Langchain
langchain-for-llm-application-development
Using LLMS for various use cases: Prompts, Parsers, Memories, Chains, Q&A for data, & Agents
langchain-rag-chat-with-your-data
Langchain RAG LLM that retrieves contextual documents from an external dataset (chatbot that responds to queries based on the content of your documents)
langchain-rag-with-hugging-face-inference-api-endpoints
Creating an Open Source LLM-powered Langchain RAG Application with Hugging Face Inference Endpoints
langchain-v0.1.0-and-lcel-langchain-powered-rag
Langchain Powered RAG with Langchain v.0.1.0 and LCEL project
llamaindex-rag
Creating a LLamaIndex RAG Pipeline with NL2SQL and MetaData Filtering
llm-app-with-chainlit-docker-huggingface-spaces
Interactive Dev Environment for LLM Development/Deploying LLM with Chainlit & Docker on Hugging Face Spaces for AI Makerspace: AIE1.
llm-finetuning
Finetuning, training and evaluating
llm-zoomcamp
LLM Zoomcamp 2024
nma-deep-learning-2024
Repo for NeuroMatch Academy's Deep Learning 2024 course.
raqa-application-king-lear-w-wandb
RAQA Application with WandB Visibility
rhlf-with-ppo-training
Reinforcement Learning from Human Feedback and Reward Model/PPO training project
rlaif-scaling-rlhf
RLAIF: Leveraging Constitutional AI to Scale RLHF project
rnpreppro
RAG application for generating Q&A pairs on study guide material for NCLEX-RN test preparation. Langchain, LlamaIndex, and Fine-tuned Mistral 7B RAG with RAGAS evaluations compared, best model deployed.
semantic-search-with-llms
Enhancing key word search with Cohere and using embeddings to leverage dense retrieval with evaluations.
the-grim-reaper-langchain-rag
Langchain RAG - NVIDIA 10k Filings
training-embeddings-from-scratch-and-fine-tuning
Training embeddings from scratch and fine-tuning embedding models
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