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yiran-hao's Projects

llama icon llama

Inference code for LLaMA models

llama-efficient-tuning icon llama-efficient-tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen)

llm-eval-survey icon llm-eval-survey

The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

minchatgpt icon minchatgpt

A minimum example of aligning language models with RLHF similar to ChatGPT

ohmnet icon ohmnet

OhmNet: Representation learning in multi-layer graphs

omnisafe icon omnisafe

OmniSafe is an infrastructural framework for accelerating SafeRL research.

oneflow icon oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

onnxmltools icon onnxmltools

ONNXMLTools enables conversion of models to ONNX. Supports CoreML, LightGBM, LibSVM, and XGBoost

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

pathways icon pathways

Disease pathways in the human interactome

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pylof icon pylof

Python implementation of Local Outlier Factor algorithm.

safe-rlhf icon safe-rlhf

Safe-RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

securebert icon securebert

SecureBERT is a domain-specific language model to represent cybersecurity textual data.

snap icon snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

stanford_alpaca icon stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

struc2vec-1 icon struc2vec-1

This repository provides a reference implementation of struc2vec.

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