Translated[Three Years of Interviews, Five Years of Mock Interviews] An interview resource platform for AIGC/LLM/AI Agent algorithm engineers. It covers practical interview and written-test experience and core, cross-cycle knowledge for the AI industry, including AIGC, LLM large models, AI Agents, embodied intelligence, traditional deep learning, computer vision, natural language processing, autonomous driving, machine learning, reinforcement learning, big data mining, world models, the metaverse, AGI, and more.
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The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
- action-recognition
- temporal-action-localization
- pytorch
- video-understanding
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
- a2a
- agent-framework
- llm
- python
Translated🌟100+ original LLM / RL algorithm diagrams📚, a great gift from the author of 《大模型算法》 (Large Model Algorithms)! 💥 (100+ LLM/RL Algorithm Maps)
- llm
- reinforcement-learning
- algorithm
- nlp-machine-learning
An Open-Source Framework for Prompt-Learning.
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
- deep-learning
- image-matching
- pose-estimation
- transformers
Transformer: PyTorch Implementation of "Attention Is All You Need"
- pytorch
- transformer
- attention
- dataset
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
- deep-learning
- autonomous-driving
- computer-vision
- object-detection
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
- chatgpt
- chatgpt-api
- gpt-3
- gpt-3-prompts
A library for scientific machine learning and physics-informed learning
- neural-network
- deep-learning
- scientific-machine-learning
- pinn
A TensorFlow Implementation of the Transformer: Attention Is All You Need
- attention-mechanism
- translation
- attention-is-all-you-need
- implementation
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
- convolutional-neural-networks
- efficient-inference
- imagenet
- model-compression
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
TranslatedChinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
- nlu
- benchmark
- chinese
- corpus
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
- transformers
- text-classification
- named-entity-recognition
- question-answering
The repository host gives no description.
Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。
- chinese-nlp
- pretrained-models
- pytorch
- distributed-training
A library for mechanistic interpretability of GPT-style language models
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
OpenMMLab Pre-training Toolbox and Benchmark
- image-classification
- resnet
- mobilenet
- pytorch