Stars
Overview and tutorial of the LangChain Library
Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with comma…
Tools for merging pretrained large language models.
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
Data-Driven Evaluation for LLM-Powered Applications
Mastering Applied AI, One Concept at a Time
Dockerized LLM inference server with constrained output (JSON mode), built on top of vLLM and outlines. Faster, cheaper and without rate limits. Compare the quality and latency to your current LLM …
A guidance language for controlling large language models.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
LLM (Large Language Model) FineTuning
LLM Finetuning with peft
Feature engineering package with sklearn like functionality
Best practices for distilling large language models.
Label, clean and enrich text datasets with LLMs.
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
This dataset contains synthetic training data for grammatical error correction. The corpus is generated by corrupting clean sentences from C4 using a tagged corruption model. The approach and the d…
Dataset Release for Intent Classification from Speech
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)
AI Chatbot for analyzing/extracting information from data in conversational format.
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…
Experimental LLM-first process-driven chatbots
Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"
🦄 State-of-the-Art Conversational AI with Transfer Learning