marshmellow77/nlp-serverless

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Created almost 3 years ago
Updated over 2 years ago

marshmellow77/nlp-serverless

marshmellow77

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A repo that demonstrates how to use Amazon SageMaker for serverless NLP Inference

streamlit-chatgpt-ui

A minimal ChatGPT-like UI built with Streamlit

falcon-document-chatbot

A repo for a document chatbot that uses the Falcon model

Jupyter Notebook

text-summarisation-project

A tutorial on how to set up a text summarisation project

Jupyter Notebook

vertex-gemini

chatgpt-demo

A repository to demonstrate how ChatGPT writes an entire AI application on AWS.

gptj-playground

How to build your own GPT-J Playground

Jupyter Notebook

cuad-demo

Jupyter Notebook

mlx-deep-dive

A deep dive into the MLX deep learning framework

document_chatbot

A repository for a document chatbot

Jupyter Notebook

adverse-drug-effect-detection

This repo demonstrates how to train an NLP model that can detect adverse drug effects (ADEs) in phrases.

Jupyter Notebook

sm-bnb-transformers

Transformers with bitsandbytes on SageMaker

Jupyter Notebook

nlp-model-shakespeare

Teach an AI Model to Write like Shakespeare - For Free.

Jupyter Notebook

sm-feature-store-backfill

Backfilling Sagemaker Feature Store by writing directly into S3

Jupyter Notebook

deploy-flan-t5-sagemaker

Deploying Flan-T5-XXL on Sagemaker

Jupyter Notebook

automated-prompt-engineering

A repo that demonstrates how to use Gemini and DSPy to automate prompt engineering

Jupyter Notebook

deploy-flan-ul2-sagemaker

Deploying Flan-UL2 on SageMaker

Jupyter Notebook

sm-hf-nlp-data-augmentation

A repo for NLP data augmentation with Hugging Face models on Amazon SageMaker

Jupyter Notebook

aws-nlp-turkish-sagemaker

A repo that shows how to train NLP models in Turkish on Amazon SageMaker using custom datasets for sentiment analysis and Q&A

langchain-blog

A repository for my blog posts about LangChain

tab-transformer

sm-extend-container

Extend a pre-built container to run latest transformer workloads

Jupyter Notebook

whisper-demo-sagemaker

A demo with OpenAI's Whisper model deployed to a SageMAker endpoint

Jupyter Notebook

vertexai-multimodal-citations

tictactoe-q

A repo that implements Q-Learning for Tic Tac Toe

sm-hf-processor

This repo shows how to utilise the HuggingFace Processor on Amazon SageMaker

Jupyter Notebook

sm-hf-experiments

Sagemaker Experiments with Huggingface models

Jupyter Notebook

ade-pipeline

flan-t5-xxl-sm

A repository to finetune and deploy FLAN-T5-XXL on SageMaker

Jupyter Notebook

llm-prompt-chaining

A library to explore enhancing LLMs with prompt chaining

Jupyter Notebook

ds-mii-deepdive

Experiments with DeepSpeed MII library

Jupyter Notebook

sm-hf-model-evaluation

This repo demonstrates how to evaluate Huggingface transformer models with Sagemaker Processing jobs.

Jupyter Notebook

marshmellow77.github.io