HGPai

HGPai's Stars

• microsoft/generative-ai-for-beginners

  21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

  Language:Jupyter Notebook75.4k69514539.1k

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook48.3k476765.2k

• rasbt/LLMs-from-scratch

  Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook42.7k4251235.8k

• suno-ai/bark

  🔊 Text-Prompted Generative Audio Model

  Language:Jupyter Notebook37.3k3304594.4k

• mendableai/firecrawl

  🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

  Language:TypeScript32.1k1735372.7k

• stanfordnlp/dspy

  DSPy: The framework for programming—not prompting—language models

  Language:Python22.6k1541k1.7k

• aishwaryanr/awesome-generative-ai-guide

  A one stop repository for generative AI research updates, interview resources, notebooks and much more!

  11.4k366112.4k

• alirezadir/Machine-Learning-Interviews

  This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

  Language:Jupyter Notebook5.8k8151k

• Atarity/deploy-your-own-saas

  List of "only yours" cloud services for everyday needs :black_flag:

  5.2k9424296

• aws-samples/amazon-bedrock-workshop

  This is a workshop designed for Amazon Bedrock a foundational model service.

  Language:Jupyter Notebook1.7k42117702

• a16z-infra/llm-app-stack

  1.1k305115

• TheAtticusProject/cuad

  CUAD (NeurIPS 2021)

  Language:Python4101617123

• sayakpaul/ml-deployment-k8s-fastapi

  This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

  Language:Jupyter Notebook21121137

• arunpshankar/LLM-Text-to-SQL-Architectures

  A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation.

  Language:Jupyter Notebook2035343

• WynterJones/CoppieGPT

  CoppieGPT is a role for ChatGPT that rewrites any headline or content using up to 232 different copywriting frameworks and formulas.

  14010031

• dogukannulu/kafka_spark_structured_streaming

  Get data from API, run a scheduled script with Airflow, send data to Kafka and consume with Spark, then write to Cassandra

  Language:Python1361559

• resource-disaggregation/snowset

  Snowflake dataset containing statistics for 70 million queries over 14 day period

  Language:Jupyter Notebook1114424

• akashmathur-2212/LLMs-playground

  What, Why and How of LLMs.

  Language:Jupyter Notebook724014

• Snowflake-Labs/sfguide-intro-to-machine-learning-with-snowflake-ml-for-python

  Getting Started with Snowflake ML in Notebooks

  Language:Jupyter Notebook6049118

• solygambas/mlops-projects

  Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

  Language:Jupyter Notebook48205

• GoogleCloudPlatform/cloudsql-jump-start-solution-for-genai

  A jump start solution using GKE or Cloud Run with Cloud SQL and VertexAI

  Language:HCL4016117

• itversity/databricks-certification-spark

  Databricks Certified Associate Spark Developer preparation toolkit to setup single node Standalone Spark Cluster along with material in the form of Jupyter Notebooks.

  Language:Jupyter Notebook292146

• dunghoang369/diabetes-prediction

  Language:Jupyter Notebook15103

• mohodhruda/Attribution-Modeling-Budget-Optimization

  Language:Jupyter Notebook14018

• dogukannulu/docker-airflow

  Docker Apache Airflow

  Language:Shell13009

• akashmathur-2212/aws-serverless-workflows

  aws-serverless-analytics-automation

  Language:Python12200

• YFChiu/Resources--Databricks-Certified-Associate-Developer-for-Apache-Spark-3.0

  (Python, PySpark)

  Language:HTML11207

• Snowflake-Labs/sfguide-intro-to-snowpark-container-services

  Language:Python9238

• tx-smitht/sf-train-inference-pipeline

  Language:Python420

• SAP-samples/data-warehouse-cloud-fedml-retail-inventory

  Retail Inventory Prediction and Insight use case with SAP Data Warehouse Cloud and federated machine learning.

  Language:Jupyter Notebook3812