# Model Compression

WhisperKit
Whisperkit
WhisperKit is a tool for compressing and optimizing automatic speech recognition (ASR) models. It allows for model compression and optimization, providing detailed performance evaluation data. WhisperKit also offers quality assurance certifications for different datasets and model formats, and supports local reproducibility of test results.
AI speech recognition
117.6K
SliceGPT
Slicegpt
SliceGPT is a new post-training sparsity approach that reduces the network's embedding dimension by replacing each weight matrix with a smaller (dense) matrix. Through extensive experiments, we demonstrate that SliceGPT can remove up to 25% of the model parameters (including embeddings) from LLAMA2-70B, OPT 66B, and Phi-2 models while maintaining 99%, 99%, and 90% of the zero-shot task performance, respectively. Our sliced models run on fewer GPUs and execute faster without any additional code optimizations: on a 24GB consumer-grade GPU, we reduce the total inference computation of LLAMA2-70B to 64% of the dense model; on a 40GB A100 GPU, we reduce it to 66%. We provide a new insight into the computational invariance in transformer networks, which makes SliceGPT possible. We hope it can inspire and promote new avenues for reducing memory and computational requirements of pre-trained models in the future.
AI Model
50.8K
HandRefiner
Handrefiner
The ControlNet-HandRefiner-pruned model is a fp16 version resulting from pruning and compression of the HandRefiner model, enabling faster hand image restoration. This model employs a diffusion model for conditional image completion, allowing for precise restoration of missing or malformed parts in hand images. The model boasts a high compression rate and fast inference speed, making it ideal for high-quality hand image restoration in resource-constrained environments.
AI image restoration
205.3K
Featured AI Tools
Flow AI
Flow AI
Flow is an AI-driven movie-making tool designed for creators, utilizing Google DeepMind's advanced models to allow users to easily create excellent movie clips, scenes, and stories. The tool provides a seamless creative experience, supporting user-defined assets or generating content within Flow. In terms of pricing, the Google AI Pro and Google AI Ultra plans offer different functionalities suitable for various user needs.
Video Production
44.4K
NoCode
Nocode
NoCode is a platform that requires no programming experience, allowing users to quickly generate applications by describing their ideas in natural language, aiming to lower development barriers so more people can realize their ideas. The platform provides real-time previews and one-click deployment features, making it very suitable for non-technical users to turn their ideas into reality.
Development Platform
48.3K
ListenHub
Listenhub
ListenHub is a lightweight AI podcast generation tool that supports both Chinese and English. Based on cutting-edge AI technology, it can quickly generate podcast content of interest to users. Its main advantages include natural dialogue and ultra-realistic voice effects, allowing users to enjoy high-quality auditory experiences anytime and anywhere. ListenHub not only improves the speed of content generation but also offers compatibility with mobile devices, making it convenient for users to use in different settings. The product is positioned as an efficient information acquisition tool, suitable for the needs of a wide range of listeners.
AI
45.0K
MiniMax Agent
Minimax Agent
MiniMax Agent is an intelligent AI companion that adopts the latest multimodal technology. The MCP multi-agent collaboration enables AI teams to efficiently solve complex problems. It provides features such as instant answers, visual analysis, and voice interaction, which can increase productivity by 10 times.
Multimodal technology
47.5K
Chinese Picks
Tencent Hunyuan Image 2.0
Tencent Hunyuan Image 2.0
Tencent Hunyuan Image 2.0 is Tencent's latest released AI image generation model, significantly improving generation speed and image quality. With a super-high compression ratio codec and new diffusion architecture, image generation speed can reach milliseconds, avoiding the waiting time of traditional generation. At the same time, the model improves the realism and detail representation of images through the combination of reinforcement learning algorithms and human aesthetic knowledge, suitable for professional users such as designers and creators.
Image Generation
47.7K
OpenMemory MCP
Openmemory MCP
OpenMemory is an open-source personal memory layer that provides private, portable memory management for large language models (LLMs). It ensures users have full control over their data, maintaining its security when building AI applications. This project supports Docker, Python, and Node.js, making it suitable for developers seeking personalized AI experiences. OpenMemory is particularly suited for users who wish to use AI without revealing personal information.
open source
45.0K
FastVLM
Fastvlm
FastVLM is an efficient visual encoding model designed specifically for visual language models. It uses the innovative FastViTHD hybrid visual encoder to reduce the time required for encoding high-resolution images and the number of output tokens, resulting in excellent performance in both speed and accuracy. FastVLM is primarily positioned to provide developers with powerful visual language processing capabilities, applicable to various scenarios, particularly performing excellently on mobile devices that require rapid response.
Image Processing
42.5K
Chinese Picks
LiblibAI
Liblibai
LiblibAI is a leading Chinese AI creative platform offering powerful AI creative tools to help creators bring their imagination to life. The platform provides a vast library of free AI creative models, allowing users to search and utilize these models for image, text, and audio creations. Users can also train their own AI models on the platform. Focused on the diverse needs of creators, LiblibAI is committed to creating inclusive conditions and serving the creative industry, ensuring that everyone can enjoy the joy of creation.
AI Model
6.9M
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