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Ganapathy Shankar's Projects

langflow icon langflow

⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

lawin icon lawin

A mmseg-style demo code of Lawin(large window) Transformer. The complete project will be available soon.

llama icon llama

Inference code for LLaMA models

llama_index icon llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

llamaindexts icon llamaindexts

LlamaIndex is a data framework for your LLM applications

llava icon llava

Visual Instruction Tuning: Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

llm-app icon llm-app

LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.

llm-blogs icon llm-blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

meditron icon meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

memgpt icon memgpt

Teaching LLMs memory management for unbounded context 📚🦙

milvus icon milvus

A cloud-native vector database, storage for next generation AI applications

mlflow-workshop-part-1 icon mlflow-workshop-part-1

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

mlflow-workshop-part-2 icon mlflow-workshop-part-2

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this four part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

mlflow-workshop-part-3 icon mlflow-workshop-part-3

Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this four part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

pandas-ai icon pandas-ai

Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational

pearl icon pearl

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

pgcat icon pgcat

PostgreSQL pooler with sharding, load balancing and failover support.

postgresml icon postgresml

PostgresML is an AI application database. You can use open source models from Huggingface, or train your own, to create and index LLM embeddings, generate text, or make online predictions using only SQL.

qdrant icon qdrant

Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/

raft icon raft

RAFT contains fundamental widely-used algorithms and primitives for data science, graph and machine learning.

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tamil-llama icon tamil-llama

A New Tamil Large Language Model (LLM) Based on Llama 2

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