Karthik Ramasamy's starred repositories
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
prompt-engineering
Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
instructor
structured outputs for llms
tensorboard
TensorFlow's Visualization Toolkit
cloud-custodian
Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources
gradient-checkpointing
Make huge neural nets fit in memory
table-transformer
Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric.
awesome-llm-json
Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
cloudpickle
Extended pickling support for Python objects
training-operator
Distributed ML Training and Fine-Tuning on Kubernetes
Transformers-Recipe
🧠 A study guide to learn about Transformers
force-graph
Force-directed graph rendered on HTML5 canvas
sample-app-aoai-chatGPT
Sample code for a simple web chat experience through Azure OpenAI, including Azure OpenAI On Your Data.
connect-es
The TypeScript implementation of Connect: Protobuf RPC that works.
deepscatter
Zoomable, animated scatterplots in the browser that scales over a billion points
python-aiplatform
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
ai-platform-samples
Official Repo for Google Cloud AI Platform. Find samples for Vertex AI, Google Cloud's new unified ML platform at: https://github.com/GoogleCloudPlatform/vertex-ai-samples