Ankit Shah's repositories
awesome-terminal-hacks
A repository consisting of useful terminal commands required in daily tasks to reduce stackoverflow searches.
Samples2023
Samples 2023
AcademicContent
Free tech resources for faculty, students, researchers, life-long learners, and academic community builders for use in tech based courses, workshops, and hackathons.
amazon-sagemaker-generativeai
Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playground using SageMaker Studio.
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
cleanlab
The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.
dspy
DSPy: The framework for programming—not prompting—foundation models
gpu-operator
NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
llama_parse
Parse files for optimal RAG
llm.c
LLM training in simple, raw C/CUDA
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
nim-deploy
A collection of YAML files, Helm Charts, Operator code, and guides to act as an example reference implementation for NVIDIA NIM deployment.
OpenDevin
🐚 OpenDevin: Code Less, Make More
optimum-neuron
Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.
prometheus
The Prometheus monitoring system and time series database.
promptbase
All things prompt engineering
promptbench
A unified evaluation framework for large language models
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
SpeechTranslation
SpeechTranslation
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.