conv-llava
Model optimizer
This project presents an optimization technique for large-scale image models to reduce computational requirements while maintaining performance.
106 stars
5 watching
3 forks
Language: Python
last commit: about 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 lyogavin/anima | An optimization technique for large language models allowing them to run on limited hardware resources without significant performance loss. | 9 |
 lge-arc-advancedai/auptimizer | Automates model building and deployment process by optimizing hyperparameters and compressing models for edge computing. | 200 |
 llava-vl/llava-plus-codebase | A platform for training and deploying large language and vision models that can use tools to perform tasks | 717 |
 kvcache-ai/ktransformers | A flexible framework for LLM inference optimizations with support for multiple models and architectures | 771 |
| llava-vl/llava-interactive-demo | An all-in-one demo for interactive image processing and generation | 353 |
 yfzhang114/llava-align | Debiasing techniques to minimize hallucinations in large visual language models | 75 |
 brml/climin | A Python package for gradient-based function optimization in machine learning | 181 |
 psliwa/image-optimizer | An image optimization library that uses various tools to reduce file sizes. | 912 |
 360cvgroup/360vl | A large multi-modal model developed using the Llama3 language model, designed to improve image understanding capabilities. | 32 |
 toy/image_optim | Optimization tool for images | 1,523 |
 neuralmagic/sparseml | Enables the creation of smaller neural network models through efficient pruning and quantization techniques | 2,083 |
 minimaxir/automl-gs | Automates machine learning model creation and optimization for complex datasets | 1,857 |
 lxtgh/omg-seg | Develops an end-to-end model for multiple visual perception and reasoning tasks using a single encoder, decoder, and large language model. | 1,336 |
 pku-yuangroup/moe-llava | A large vision-language model using a mixture-of-experts architecture to improve performance on multi-modal learning tasks | 2,023 |
 funbox/optimizt | A CLI tool for compressing and optimizing image files in various formats. | 944 |