Aastha Varma's repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
amplifyapp
Amplify Console CI/CD demo
awesome-dl4nlp
A curated list of awesome Deep Learning for Natural Language Processing resources
aws-api-gateway-developer-portal
A Serverless Developer Portal for easily publishing and cataloging APIs
aws-cdk-examples
Example projects using the AWS CDK
cdk-eks-karpenter
CDK construct for installing and configuring Karpenter on EKS clusters
github-slideshow
A robot powered training repository :robot:
jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
OpenAPI-Specification
The OpenAPI Specification Repository
treasure-resources
Repository of books, cheatsheets and other important stuff
learn-agents
Patterns for LLM agents
learn-guardrails-for-llms
Learning all about guardrails. ex: guardrails with bedrock, nemo, guardrails-ai and so on.
learn-langchain
Langchain: learn and build impactful LLM applications
synthetic-ner-data-train-comprehend
Train NER model with PDF annotations. Entites is generated using llms and annotations are constructed with textract blocks.
talk-to-your-logs
Find the root cause of issues using logs of an application.
text-to-query
natural language to query using llms
aasthavar.github.io
Aastha's Repo
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
open-hinglish-model
Code related to training/fine-tuning Hindi/Hinglish models.
reflexion
[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning
shap
A game theoretic approach to explain the output of any machine learning model.
text-generation-inference
Large Language Model Text Generation Inference
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (ggml/gguf), Llama models.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.