Looking for something like Structured State Space for Sequence Modeling (S4)? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 23 are open source.
The S4 repository presents structured state space sequence models for sequence modeling research.
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | facebookresearch/ImageBind | — | Not stated | Windows |
| 2 | GLM-5.1 | — | Yes | — |
| 3 | DeepSeek-R1 | — | Yes | — |
| 4 | Flan-T5 | — | Yes | — |
| 5 | mbzuai-oryx/MobiLlama | — | Yes | — |
| 6 | DeepSeek-V3 | — | Yes | — |
| 7 | Open LLMs | — | Yes | — |
| 8 | StableLM | — | Yes | — |
| 9 | openai/point-e | — | Yes | — |
| 10 | joonspk-research/generative agents - Generative Agents | — | Yes | — |
ImageBind explores a shared embedding space that connects different kinds of data.
The GLM-5 repository presents language models for agentic engineering and coding.
The DeepSeek-R1 repository links to its reasoning research paper and provides related model materials.
This repository contains Google Research code for the Flan-T5 language model project.
MobiLlama is a small language model designed for edge devices, according to its repository description.
This repository contains the DeepSeek-V3 language model project and related source files.
This repository lists open language models identified as available for commercial use.
Stability AI’s StableLM repository contains its language models and related project materials.
Point·E is a research project that generates 3D point clouds using diffusion models.
Repository accompanying the paper Generative Agents: Interactive Simulacra of Human Behavior, containing the core simulation module for agents that simulate believable human behaviors and their game environment.
This repository provides a PyTorch implementation of a CVPR paper on high resolution representations for human pose estimation.
The learn2learn library supports meta learning experiments and research with PyTorch.
Unsupervised machine learning with multivariate Gaussian mixture model.
Janus combines multimodal understanding and image generation models in a unified model series.
CodeGen provides open-source models for program synthesis and code generation.
DeepSeek Coder is a language model project for code generation and programming tasks.
OpenVLA provides an open-source vision-language-action model for robotic manipulation tasks.
Code and documentation to train Stanford's Alpaca models, and generate the data.
ChatGLM-6B is an open bilingual dialogue language model described in English and Chinese.
The Qwen3-VL model family provides multimodal large language models from Alibaba Cloud.
xTuring supports personalizing open source language models through preprocessing and fine tuning.
Qwen3-Omni understands text, audio, images, and video, and can generate speech in real time.
timm provides PyTorch image encoders and backbones along with training, evaluation, inference, and export scripts.
DeepSWE benchmarks coding agents on original, long-horizon software engineering tasks.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative
