A course on aligning smol models.

PTT 八卦版問答中文語料

Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only

Learn how to design, develop, deploy and iterate on production-grade ML applications.

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

A registry of publicly available datasets on AWS

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集, 中文分词数据集

personal chatgpt

Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.

A Data Streaming Library for Efficient Neural Network Training

ConceptNet: a semantic network of common sense knowledge

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image …

LLM training code for Databricks foundation models

Code for the paper "Evaluating Large Language Models Trained on Code"

Starter pack for NeurIPS LLM Efficiency Challenge 2023.

LLM Prompt Injection Detector

Adding guardrails to large language models.

A framework for few-shot evaluation of language models.

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

wandbot is a technical support bot for Weights & Biases' AI developer tools that can run in Discord, Slack, ChatGPT and Zendesk

the AI-native open-source embedding database

✨ AI agents that spark joy

Fiddler Everywhere is a high-performance, cross-platform web debugging proxy for any browser, system or platform. It is a web debugging tool that logs all HTTP(S) traffic between your computer and …

Data validation using Python type hints

Ultra fast JSON decoder and encoder written in C with Python bindings

A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

Open Machine Learning Course