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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

ai-tech-interview

👩‍💻👨‍💻 AI 엔지니어 기술 면접 스터디

algorithms-practice

code for algorithms problems

baekjoon

코딩테스트 대비 문제집(Baekjoon Online Judge)

bigcode-dataset

boostcamp-ai-tech-product-serving

부스트캠프 AI Tech - Product Serving 자료

building-python-web-apis-with-fastapi

Building Python Web APIs with FastAPI, published by Packt

chatbot_data

Chatbot_data_for_Korean

concurrent-programming

course

The Hugging Face course

cpp-practice

data-annotation-nlp-level3-nlp-07

data-annotation-nlp-level3-nlp-07 created by GitHub Classroom

data-engineering

deep-learning-computer-vision

deepspeedexamples

Example models using DeepSpeed

denseretrieval

Implementation of DPR, GradCache, DSI etc.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fid

Fusion-in-Decoder

generative-based-mrc

gradcache

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

image-classification-level1-02

image-classification-level1-02 created by GitHub Classroom

klue-level2-nlp-07

klue-level2-nlp-07 created by GitHub Classroom

kolmev

Evaluation for korean language models (e.g. bert, roberta, bart, t5, gpt2...)

large-scale-lm-tutorials

Large-scale language modeling tutorials with PyTorch

lassl

Easy Language Model Pretraining leveraging Huggingface's Transformers and Datasets

llmss

LLM simple serving (tensor model parallel, pubsub, grpc)

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

marcopolo

Marco Emilio Polo (/ˈmɑːrkoʊ ˈpoʊloʊ/ (listen), Venetian: [ˈmaɾko ˈpolo], Italian: [ˈmarko ˈpɔːlo] (listen); c. 1254 – January 8, 1324)[1] was a Venetian merchant,[2][3] explorer, and writer from the Republic of Venice who travelled through Asia along the Silk Road between 1271 and 1295.

megatron-11b

Megatron LM 11B on Huggingface Transformers

megatron-deepspeed

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