YanSte

CNN-CV-Brain-Prediction

Predict the MGMT promoter methylation status of glioblastoma tumors between values of 0 and 1.

NLP-Fine-Tuning-Base-LLAMA-as-Chat-Instruct-

NLP | Fine Tuning Base LLAMA as Chat [Instruct]

NLP-LLM-Fine-tuning-Llame-2-QLoRA-2024

Natural Language Processing (NLP) and Large Language Models (LLM) with Fine-Tuning LLM QLoRA and Llama 2 in 2024

NLP-LLM-Fine-tuning-QA-LoRA-T5

Natural Language Processing (NLP) and Large Language Models (LLM) with Fine-Tuning LLM and make Chatbot Question answering (QA) with LoRA and Flan-T5 Large

NLP-LLM-LangChain-RAG-Question-Answer-Own-Data

Natural Language Processing (NLP) and Large Language Models (LLM) with LangChain and Inretrieval augmented generation (RAG) for Question Answering on Own Data

NLP-LLM-LLMOps-Pipeline-Dev-Stag-Prod

Natural Language Processing (NLP) and Large Language Models (LLM) with LLMOps and make a Pipeline Dev Stag Prod

NLP-LLM-VectorDB-Weaviate

Natural Language Processing (NLP) and Large Language Models (LLM) with Vector Database Weaviate

NLP-NER-Recognition-By-Fine-Tuning-DistilBERT

NLP | NER Recognition By Fine Tuning DistilBERT

NLP-ViT-Transformer-Human-Pose-Classification

NLP | ViT Transformer Human Pose Classification

WGAN-GP-GM-QuickDraw-Image-Generation

This project is an exploration of Generative Models (GM) and its capabilities, focusing on the generation of bicycle images using Wasserstein Generative Adversarial Networks (WGAN-GP) in conjunction with estimators and generators.

YanSte/NLP-LLM-Fine-tuning-QA-LoRA-T5

Natural Language Processing (NLP) and Large Language Models (LLM) with Fine-Tuning LLM and make Chatbot Question answering (QA) with LoRA and Flan-T5 Large

YanSte/NLP-LLM-Fine-tuning-Llame-2-QLoRA-2024

Natural Language Processing (NLP) and Large Language Models (LLM) with Fine-Tuning LLM QLoRA and Llama 2 in 2024

YanSte/NLP-Weaviate-Multilingual-RAG-Search

| NLP | Weaviate | Multilingual RAG Search |

YanSte/deep-learning-pytorch-huggingface

YanSte/NLP-HNSW-Weaviate-Nearest-Neighbors

| NLP | HNSW Weaviate | Nearest Neighbors |

YanSte/NLP-LLM-LLMOps-Pipeline-Dev-Stag-Prod

Natural Language Processing (NLP) and Large Language Models (LLM) with LLMOps and make a Pipeline Dev Stag Prod

YanSte/NLP-LLM-Society-Bias-Toxicity

Natural Language Processing (NLP) and Large Language Models (LLM) and LLM with Society, Bias and toxicity

YanSte/NLP-PPO-DialogSum-Less-Toxic-Summarize

NLP (Natural Language Processing) with PEFT (Parameter Efficient Fine-Tuning) and LoRA (Low-Rank Adaptation) for Less-Toxic Summarization

YanSte/NLP-Weaviate-Vector-CRUD-Search

| NLP | Weaviate Vector | CRUD Search |

YanSte/ollama

Get up and running with Llama 2, Mistral, and other large language models locally.

YanSte/simple-rag

YanSte/action-python

YanSte/DataLake

This course will provide an in-depth understanding of the key elements of a Data Lake Architecture, including strategies for managing changes and evolving schemas. You will also learn to use SQL to query files directly

YanSte/github-action-setup-tools

GitHub Action for setting current versions of tooling to use

YanSte/github-actions-python

Github actions for python based repositories.

YanSte/langchain-experiments

Building Apps with LLMs

YanSte/llama-recipes

Examples and recipes for Llama 2 model

YanSte/NLP-Cohere-Semantic-Search-Embeddings

| NLP | Cohere Semantic Search | Embeddings |

YanSte/NLP-LLamaIndex-Advanced-RAG-Pipeline

| NLP | LLamaIndex | Advanced RAG Pipeline |

YanSte/NLP-Neural-Word-Embeddings

| NLP | Neural Word Embeddings |

YanSte/NLP-RAG-LLamaIndex-Auto-Merging-Retrieval

| NLP | RAG LLamaIndex | Auto Merging Retrieval |

YanSte/NLP-RAG-LLamaIndex-Sentence-Window-Retrieval

| NLP | RAG LLamaIndex | Sentence Window Retrieval |

YanSte/NLP-RAG-LLamaIndex-Triad-of-Metrics

| NLP | RAG LLamaIndex | Triad of Metrics |

YanSte/NLP-Semantic-Router-Semantic-Search

| NLP | Semantic Router | Semantic Search |

YanSte/NLP-Semantic-Search-Dense-Retrieval

| NLP | Semantic Search | Dense Retrieval |

YanSte/NLP-Stemming-and-Lemmatization

| NLP | Stemming and Lemmatization |

YanSte/NLP-Stemming-Lemmatization-Classification

| NLP | Stemming Lemmatization | Classification |

YanSte/NLP-TF-IDF-Similarity

| NLP | TF-IDF | Similarity |

YanSte/NLP-Weaviate-Semantic-Search-Search

| NLP | Weaviate Semantic Search | Search |

YanSte/NLP-Weaviate-Sparse-Dense-Hybrid-Search

| NLP | Weaviate | Sparse Dense Hybrid Search |