ypopkov's Stars
langchain-ai/langchain
🦜🔗 Build context-aware reasoning applications
fastapi/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors.
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
PrefectHQ/prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
UKPLab/sentence-transformers
State-of-the-Art Text Embeddings
jina-ai/clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
artidoro/qlora
QLoRA: Efficient Finetuning of Quantized LLMs
cleanlab/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
pycaret/pycaret
An open-source, low-code machine learning library in Python
huggingface/accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
bentoml/BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
bitsandbytes-foundation/bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
erikbern/ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
jupyterlab/jupyterlab-desktop
JupyterLab desktop application, based on Electron.
promptslab/Promptify
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
neuralmagic/deepsparse
Sparsity-aware deep learning inference runtime for CPUs
underlines/awesome-ml
Curated list of useful LLM / Analytics / Datascience resources
featureform/featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
Lightning-Universe/lightning-flash
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
sepandhaghighi/pycm
Multi-class confusion matrix library in Python
vturrisi/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
jrzaurin/pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
lucidrains/tab-transformer-pytorch
Implementation of TabTransformer, attention network for tabular data, in Pytorch
SqueezeAILab/SqueezeLLM
[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
siboehm/lleaves
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
carla-recourse/CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
worldbank/REaLTabFormer
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
aws/amazon-s3-plugin-for-pytorch
SungMinCho/BERT4Rec-PyTorch