Instruct-tune LLaMA on consumer hardware

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

12 Weeks, 24 Lessons, IoT for All!

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

This repository contains implementations and illustrative code to accompany DeepMind publications

Official inference library for Mistral models

A series of large language models trained from scratch by developers @01-ai

LLM Finetuning with peft

The Open Source Memory Layer For Autonomous Agents

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

该仓库尝试整理推荐系统领域的一些经典算法模型

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

A throughput-oriented high-performance serving framework for LLMs

Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"

Recommendation System using ML and DL

This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.

Framework for evaluating ANNS algorithms on billion scale datasets.

Learning material for CMU10-714: Deep Learning System

Fine-tuning LLMs using QLoRA

Compare different hardware platforms via the Roofline Model for LLM inference tasks.

Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)

Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo

2022搜狐校园 情感分析 × 推荐排序 算法大赛Top12