Pinned Repositories
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Andy_Portfolio
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
awesome-text-classification
Text classification meets word embeddings.
aws-cdk
The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code
aws-sdk-go-v2
AWS SDK for the Go programming language.
bert-solr-search
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
andysucao's Repositories
andysucao/bert-solr-search
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
andysucao/bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
andysucao/factuality-eval
Library for iPython notebooks for evaluating factuality.
andysucao/FLAN
andysucao/Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
andysucao/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
andysucao/ToolBench
[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.
andysucao/trl
Train transformer language models with reinforcement learning.
andysucao/aws-machine-learning-university-accelerated-cv
Machine Learning University: Accelerated Computer Vision Class
andysucao/aws-machine-learning-university-accelerated-nlp
Machine Learning University: Accelerated Natural Language Processing Class
andysucao/aws-machine-learning-university-accelerated-tab
Machine Learning University: Accelerated Tabular Data Class
andysucao/aws-modern-application-workshop
A tutorial for developers that want to learn about how to build modern applications on top of AWS. You will build a sample website that leverages infrastructure as code, containers, serverless code functions, CI/CD, and more.
andysucao/aws-serverless-workshops
Code and walkthrough labs to set up serverless applications for Wild Rydes workshops
andysucao/bitsandbytes
8-bit CUDA functions for PyTorch
andysucao/datasets-server
Lightweight web API for visualizing and exploring all types of datasets - computer vision, speech, text, and tabular - stored on the Hugging Face Hub
andysucao/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
andysucao/eland
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
andysucao/finetune-embedding
Fine-Tuning Embedding for RAG with Synthetic Data
andysucao/gensim
Topic Modelling for Humans
andysucao/happy-transformer
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
andysucao/Interview-Prepartion-Data-Science
andysucao/langchain
⚡ Building applications with LLMs through composability ⚡
andysucao/langchain-hub
andysucao/paperai
📄 🤖 Semantic search and workflows for medical/scientific papers
andysucao/pd3f
🏭 PDF text extraction pipeline: self-hosted, local-first, Docker-based
andysucao/qlora
QLoRA: Efficient Finetuning of Quantized LLMs
andysucao/SteerMLLM
andysucao/training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
andysucao/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
andysucao/xlang