Curated collection of research on the limitations of next-token prediction and methods that go beyond it.
☆32Jul 10, 2026Updated 2 months ago
Alternatives and similar repositories for beyond-next-token-prediction
Users that are interested in beyond-next-token-prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official codebase for "Next-Latent Prediction Transformers Learn Compact World Models"☆190Jun 12, 2026Updated 3 months ago
- [COLM 2026] An efficient 3D sampling method for long-CoT LLM.☆16May 25, 2025Updated last year
- Minimal fastai code needed for working with pytorch☆15Aug 25, 2021Updated 5 years ago
- Selected list of papers on World Models that I found interesting and/or useful.☆42Feb 8, 2025Updated last year
- ICLR 2023: Learning to Extrapolate: A Transductive Approach☆11Aug 15, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Experiments on the impact of depth in transformers and SSMs.☆47Oct 23, 2025Updated 10 months ago
- ☆16Sep 8, 2025Updated last year
- A library for research in unnatural language semantics☆14Jul 26, 2026Updated last month
- Code for Augment & Reduce, a scalable stochastic algorithm for large categorical distributions☆10May 16, 2018Updated 8 years ago
- ☆37Nov 14, 2025Updated 10 months ago
- Everything you need to know about Associative Memories and Hopfield Networks for the Modern AI Era☆16Jan 19, 2026Updated 8 months ago
- [ICML 2026] NITP: Next Implicit Token Prediction for LLM Pre-training☆35May 26, 2026Updated 3 months ago
- Minimal (truly) muP implementation, consistent with TP4 and TP5 papers notation☆14Jan 2, 2026Updated 8 months ago
- Official implementation of NeurIPS'24 paper "Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles"☆16Mar 26, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Apr 26, 2023Updated 3 years ago
- Code for Semi-crowdsourced Clustering with Deep Generative Models☆12Dec 9, 2022Updated 3 years ago
- Code accompanying VarGrad: A Low-Variance Gradient Estimator for Variational Inference☆12Oct 12, 2020Updated 5 years ago
- ☆17Feb 4, 2026Updated 7 months ago
- Code for 'Emergent Symbols through Binding in External Memory'.☆23May 4, 2023Updated 3 years ago
- Simple Scalable Discrete Diffusion for text in PyTorch☆37Sep 27, 2024Updated last year
- [ACL 2026 Oral] From Word to World: Can Large Language Models be Implicit Text-based World Models?☆74Apr 13, 2026Updated 5 months ago
- ☆12Oct 21, 2017Updated 8 years ago
- ☆13Mar 10, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Simulation code and detailed exposition of the free energy princple (FEP).☆11Jun 27, 2022Updated 4 years ago
- PyTorch utilities for ML, specifically speech☆13Jan 30, 2024Updated 2 years ago
- Code for the paper "Data Attribution for Text-to-Image Models by Unlearning Synthesized Images."☆17May 23, 2025Updated last year
- Code for Tangent Model Composition for Ensembling and Continual Fine-tuning (ICCV 2023) and Tangent Transformers for Composition, Privacy…☆14May 14, 2024Updated 2 years ago
- pixi-to-conda-lock converts a pixi.lock file to a conda-lock.yml file☆16Jun 19, 2026Updated 3 months ago
- An automatic Gaussian process classifier.☆13May 28, 2016Updated 10 years ago
- Glow and RealNVP with tensorflow 2.0 and tensorflow probability☆31Nov 21, 2022Updated 3 years ago
- ☆14Jan 5, 2022Updated 4 years ago
- ☆20May 11, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An implementation of Squared Earth-Mover's Distance loss for Neural Networks.☆14Mar 25, 2023Updated 3 years ago
- SR²AM: Efficient Agentic Reasoning Through Self-Regulated Simulative Planning☆21May 22, 2026Updated 4 months ago
- Concept Learning Dynamics☆17Oct 29, 2024Updated last year
- ☆12Apr 20, 2023Updated 3 years ago
- A ROS-independent CLI to convert ROS 2 bag files (MCAP format) into Apache Parquet.☆16Sep 13, 2025Updated last year
- ☆19Jun 10, 2024Updated 2 years ago
- 📸 Code and Dataset for our ACL 2023 paper: "MPCHAT: Towards Multimodal Persona-Grounded Conversation"☆22Sep 5, 2023Updated 3 years ago