winnieyangwannan Goto Github PK

activation_additions

Algebraic value editing in pretrained language models

applied-deep-learning

Applied Deep Learning Course

awesome-llm-security

A curation of awesome tools, documents and projects about LLM Security.

baukit

buzcode

Code for internal lab sharing - polishing has started but is by no means complete

causal-tracing-and-knowledge-editing

Locating and editing factual associations in GPT (NeurIPS 2022)

cellexplorer

CellExplorer is a graphical user interface (GUI) and standardized pipeline for exploring and characterizing single cells acquired with extracellular electrodes

chameleon

Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.

circuitsvis

Mechanistic Interpretability Visualizations using React

conspec

context_general_bci

Towards large neural data models.

dictionary_learning

early_weight_avg

Pre-train LLMs faster with Early Weight Averaging.

entity-tracking-lms

entity_tracking_update

finetuning

This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking".

honesty

interpretability

PAIR.withgoogle.com and friend's work on interpretability methods

jailbreak_dynamics

kilosort

GPU code for spike sorting

llam_101

llama-lying

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

llama_tutorial

llm-latent-language

Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".

llm-transparency-tool

LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. *Check out demo at* https://huggingface.co/spaces/facebook/llm-transparency-tool-demo

llm_arithmetic

lm-evaluation-harness

A framework for few-shot evaluation of language models.

lm-exp

LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces

minigrid_add_pnn

Winnie add progressive network component to GitHub