Ramsey's starred repositories
mc-layernorm
Repo for the code related to the TMLR publication "MC Layer Normalization for calibrated uncertainty in Deep Learning"
Retrieval_Head
open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
DeCrisisMB
[EMNLP 2023 Findings] Official Code of "DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank"
Tech-Interview-Important-Topics-and-Techniques
This repository contains everything you need to become tech interview Ready with most important tips and techniques
Complete-System-Design
This repository contains everything you need to become proficient in System Design
dive-into-llms
《动手学大模型Dive into LLMs》系列编程实践教程
Awesome-Chinese-Stable-Diffusion
中文文生图stable diffsion模型集合
vector-search-papers
📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.
ReLLa-hf4.35.2
Implementation of the paper "ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation"
ClickPrompt
The PyTorch implementation of ClickPrompt
Awesome-Cold-Start-Recommendation
A curated list of papers on cold-start recommendations.
GenIR-Survey
This is the repository for the GenIR survey.
LLaMA3-Quantization
A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..
EasyContext
Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
MM23-MISSRec
The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (ACM MM'23).
ExtractGPT
Attribute Value Extraction using Large Language Models