Inference

Explore 351 open source projects in Inference

Showing 121-140 of 351 projects

Picsart-AI-Research/Text2Video-Zero

A powerful text-to-video generation model that can turn prompts into high-quality videos, built for AI-driven developers.

4.2K
Archived
Python
Computer Vision
AI Image & Video
Python
#text-to-video#video-generation#diffusion-models

FedML-AI/FedML

A unified and scalable ML library for large-scale distributed training, model serving, and federated learning.

4.0K
Stable
Python
ML Ops
Inference
React
#ai#machine-learning#federated-learning

amazon-science/mm-cot

Official implementation of a paper on multimodal chain-of-thought reasoning in language models.

4.0K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#language-models#multimodal#reasoning

TommyZihao/Train_Custom_Dataset

A Jupyter Notebook project that helps developers label their own data and train custom AI models.

4.0K
Active
Jupyter Notebook
Fine-tuning
Inference
#machine-learning#data-labeling#custom-model-training

cornellius-gp/gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch for GPU-accelerated machine learning.

3.8K
Active
Python
ML Ops
Inference
PyTorch
#gaussian-processes#gpu-acceleration#machine-learning

deepseek-ai/Engram

Novel sparsity technique for LLMs using conditional memory and scalable lookup to reduce model size and improve efficiency.

3.8K
Stable
Python
LLM Frameworks
Inference
PyTorch
#conditional-memory#sparsity#llm-optimization

NVIDIA/GenerativeAIExamples

Collection of generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

3.8K
Active
Jupyter Notebook
LLM Frameworks
Inference
React
#gpu-acceleration#large-language-models#microservice

naturomics/CapsNet-Tensorflow

A Tensorflow implementation of CapsNet, a novel neural network architecture for image classification.

3.8K
Archived
Python
Computer Vision
Inference
Tensorflow
#capsnet#capsule-network#dynamic-routing

rlabbe/filterpy

Python library for Kalman filtering and optimal estimation algorithms.

3.8K
Archived
Python
Inference
General Utilities
NumPy
#kalman-filter#particle-filter#extended-kalman-filter

mlc-ai/web-stable-diffusion

A browser-based implementation of the Stable Diffusion AI model, enabling in-browser image generation.

3.7K
Archived
Jupyter Notebook
Inference
Frontend Frameworks
React
#stable-diffusion#ai-image-generation#web-assembly

openai/glide-text2im

GLIDE is a diffusion-based text-conditional image synthesis model that allows developers to generate images from text descriptions.

3.7K
Archived
Python
Computer Vision
Inference
Python
#text-to-image#diffusion#computer-vision

iree-org/iree

A retargetable MLIR-based machine learning compiler and runtime toolkit for AI/ML developers.

3.6K
Active
C++
ML Ops
Inference
MLIR
#compiler#machine-learning#runtime

meta-pytorch/botorch

A PyTorch library for Bayesian optimization, a powerful tool for machine learning model tuning and optimization.

3.5K
Active
Jupyter Notebook
Inference
API Clients & Testing
PyTorch
#bayesian-optimization#machine-learning-tuning#hyperparameter-optimization

mit-han-lab/llm-awq

A library for efficient weight quantization of large language models to accelerate inference on edge devices.

3.5K
Experimental
Python
LLM Frameworks
LLM Wrappers & SDKs
Python
#llm#compression#acceleration

Kosinkadink/ComfyUI-AnimateDiff-Evolved

Improved AnimateDiff for ComfyUI and Advanced Sampling Support for AI-powered animation and image generation.

3.4K
Stable
Python
LLM Frameworks
Inference
Python
#animation#image-generation#ai-tools

Lagrange-Labs/deep-prove

A Rust framework for blazingly fast inference of ML models using zero-knowledge proofs.

3.3K
Active
Rust
Inference
API Frameworks
#ai#ml#zk-snarks

NVlabs/eg3d

A high-quality neural network-based 3D generative model for producing realistic images of faces and objects.

3.3K
Archived
Python
Computer Vision
Inference
PyTorch
#3d-generation#face-generation#object-generation

JoePenna/Dreambooth-Stable-Diffusion

An implementation of Dreambooth for Stable Diffusion, with a focus on training faces, objects, and styles.

3.2K
Archived
Jupyter Notebook
Fine-tuning
Computer Vision
#ai#image-generation#stable-diffusion

Soul-AILab/SoulX-Podcast

An open-source codebase for generating high-fidelity podcasts from text using AI models.

3.2K
Stable
Python
Inference
Audio & Speech
Python
#audio-generation#text-to-speech#podcast-generation

thu-ml/SageAttention

Quantized attention that achieves 2-5x speedup over FlashAttention for language, image, and video models.

3.2K
Active
Cuda
Inference
Quantization
PyTorch
#attention#efficient-attention#inference-acceleration
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