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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 35,025 5,962 Updated Jan 25, 2025

SGLang is a fast serving framework for large language models and vision language models.

Python 7,741 750 Updated Jan 26, 2025

An open-source C++ library developed and used at Facebook.

C++ 28,913 5,634 Updated Jan 25, 2025

Readings in Databases

7,756 905 Updated Sep 9, 2024

GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM

Python 152 15 Updated Jul 12, 2024

😎 Awesome lists about all kinds of interesting topics

343,545 28,359 Updated Dec 12, 2024

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently us…

C 1,644 622 Updated May 10, 2021

Flash Attention in ~100 lines of CUDA (forward pass only)

Cuda 684 61 Updated Dec 30, 2024
Python 25 6 Updated Dec 19, 2024

A natural language interface for computers

Python 57,968 4,969 Updated Jan 24, 2025
Python 119 10 Updated Jul 21, 2024

[NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks

Python 103 1 Updated Nov 23, 2024

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 86,190 23,195 Updated Jan 26, 2025

Zero Bubble Pipeline Parallelism

Python 314 16 Updated Nov 14, 2024

a simple unofficial implementation of classifier-free diffusion guidance

Python 1 Updated Mar 13, 2023

Lifelong Learning with Dynamically Expandable Networks, ICLR 2018

Python 155 50 Updated May 4, 2020

Concept Bottleneck Models, ICML 2020

Python 185 31 Updated Feb 24, 2023

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

Python 1,682 204 Updated Aug 13, 2024

a simple unofficial implementation of classifier-free diffusion guidance

Python 178 27 Updated Mar 13, 2023

Training and serving large-scale neural networks with auto parallelization.

Python 3,096 361 Updated Dec 9, 2023

The official implementation of Self-Play Fine-Tuning (SPIN)

Python 1,104 94 Updated May 8, 2024
Python 70 22 Updated Nov 28, 2019

[COLM'24] "Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning"

Python 19 1 Updated Jun 14, 2024

Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models

Python 12 Updated Feb 22, 2024

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

Python 433 32 Updated Feb 28, 2024

An easy to use, user-friendly and efficient code for extracting OpenAI CLIP (Global/Grid) features from image and text respectively.

Python 119 6 Updated Jan 1, 2025

Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models

Python 96 13 Updated Aug 13, 2023

An open source implementation of CLIP.

Python 10,858 1,026 Updated Jan 4, 2025

Inference code for Llama models

Python 57,323 9,671 Updated Aug 18, 2024

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Jupyter Notebook 27,097 3,413 Updated Jul 23, 2024
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