Hugging Face 🤗 Profile: includes full list of models and datasets.
NLP Index: public search engine for searching top GitHub repos and Arxiv papers in NLP.
| Example | Description |
|---|---|
| SuperLaser | An MLOps library for LLM deployment w/ the vLLM engine on RunPod's serverless infra. |
| tLLM | An LLM training library for instruction-tuning. |
| Horizon Takeoff | Library for automating the deployment of TitanML's Takeoff Server for LLM inference on AWS. |
| WhisperYT | Python client for Gladia's ASR API for YouTube transcription using Whisper. |
| Hacker News Python Client | A simple Python client to interact with the official Hacker News Firebase API. |
| AWS Sagemaker Integration | How to deploy a DeepSparse inference server on SageMaker. |
| AWS Serverless Integration | How to deploy a DeepSparse pipeline for batch or real-time inference on select serverless services. |
| Amazon EKS Cluster Integration Using the do-framework | Deploying an inference engine on EKS Cluster |
| Benchmark UI - DigitalOcean Deployment | How to deploy a gradio UI for benchmarking SparseZoo models on a DigitalOcean instance or local machine. |
| ChatGPT Cheat Sheet | User guide for prompting ChatGPT segmented by use-case. |
| SparseServer.UI | A Streamlit app for deploying the DeepSparse Server to compare the latency and accuracy of sparse BERT models. |
| Google Cloud Run Integration | How to deploy the DeepSparse Server on Cloud Run. |
| AWS Marketplace | How to launch a DeepSparse integrated instance via the AWS Marketplace. |
| DigitalOcean Marketplace | How to launch a DeepSparse integrated instance via the DigitalOcean Marketplace. |
| GCP Marketplace | How to launch a DeepSparse integrated instance on the Google Cloud Marketplace. |
| Azure VM | How to launch a DeepSparse image in an Azure virtual machine. |
Twitter Financial News Sentiment Dataset
Twitter Financial News Topic Dataset
Scaling CPU Inference on AWS EKS
DigitalOcean CPU Inference w/ Gradio
Financial Tweet Classification of Real-Time Stream
Sparsifying BGE-Small Embeddings Model
Using Sparsify One-Shot for Sparsifying MiniLM for a Semantic Search Use-Case
Sparse Transfer NLP Models from Hugging Face Using SparseML!