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Masoud Hashemi's Projects

adversarialdebias icon adversarialdebias

Implementation of "Mitigating Unwanted Biases with Adversarial Learning", https://arxiv.org/abs/1801.07593

backwards icon backwards

Feature Visualization for Transformers (https://www.lesswrong.com/posts/aPeJE8bSo6rAFoLqg/solidgoldmagikarp-plus-prompt-generation)

cebab icon cebab

CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior

conformal_classification icon conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

dl2 icon dl2

DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, outputs, weights) and to query networks for inputs fulfilling a logical formula.

flan-alpaca icon flan-alpaca

This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.

gdc icon gdc

Code for the ICLR 2021 paper "A Distributional Approach to Controlled Text Generation"

gpt-engineer icon gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

llama-factory icon llama-factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm_selector icon llm_selector

This code implements a Local LLM Selector from the list of Local Installed Ollama LLMs for your specific user Query

lucent icon lucent

Lucid library adapted for PyTorch

mkultra icon mkultra

Prompt tuning toolkit for GPT-2 and GPT-Neo

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