Building scalable looped models
☆191Oct 23, 2026Updated last week
Alternatives and similar repositories for parcae
Users that are interested in parcae are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆31May 20, 2026Updated 5 months ago
- [ICML 2026] Code for Equilibrium Reasoners: learning attractor dynamics for scalable reasoning☆60Sep 14, 2026Updated last month
- Code for COLM '26 paper 'Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers'☆109Sep 3, 2026Updated 2 months ago
- Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence☆72Nov 11, 2025Updated 11 months ago
- ☆23Oct 18, 2026Updated 2 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A curated list of papers and selected technical blogs on Loop Models.☆475Updated this week
- ☆48Sep 9, 2026Updated last month
- ☆82Sep 11, 2026Updated last month
- Compositional Muon release☆25Jun 5, 2026Updated 4 months ago
- Code for Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers (https://arxiv.org/abs/2606.31779)☆53Jul 20, 2026Updated 3 months ago
- ☆92Aug 19, 2026Updated 2 months ago
- LUCID: Attention with Preconditioned Representations - A novel attention mechanism for improved long-context retrieval in Transformers☆13May 29, 2026Updated 5 months ago
- A high performance development and dispatch library for high-performance machine learning kernels.☆38Aug 15, 2026Updated 2 months ago
- Official code for Towards Looped Models Done Right based on xLLM☆61Oct 21, 2026Updated last week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆16Feb 5, 2026Updated 8 months ago
- Pipelined Self-Speculative Decoding for Looped Transformer☆22Sep 24, 2026Updated last month
- Official repository for Parallax (Parameterized Local Linear Attention)☆71Jul 30, 2026Updated 3 months ago
- Official codebase for "Next-Latent Prediction Transformers Learn Compact World Models"☆211Jun 12, 2026Updated 4 months ago
- Speedrun for pretraining without backpropagation☆444Updated this week
- Official repository for the paper "LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models"☆14Oct 13, 2026Updated 3 weeks ago
- ☆83Apr 26, 2026Updated 6 months ago
- Minimal and highly hackable implementation of Looped Transformers with GPT☆26Mar 8, 2026Updated 7 months ago
- Official PyTorch implementation of "Latent Reasoning in TRMs is Secretly a Policy Improvement Operator" (ICML 2026)☆26May 29, 2026Updated 5 months 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 hardware-aware Efficient Implementation for "Mixture-of-Depths Attention".☆279May 6, 2026Updated 5 months ago
- Generic library for neural collapse and several derivative works on the phenomenon.☆17Apr 14, 2025Updated last year
- Official code repository for ICML 2026 paper "Decoupling the 'What' and 'Where' with Polar Coordinate Positional Embedding"☆16Jun 8, 2026Updated 4 months ago
- code for Reinforcement Learning via Advantage Guidance☆24Updated this week
- Reinforcement learning for text generation on MLX (Apple Silicon)☆14Feb 15, 2026Updated 8 months ago
- ☆154Sep 29, 2025Updated last year
- Code and paper reproductions for MLPs Are Hebbians☆34Jul 22, 2026Updated 3 months ago
- Official JAX implementation of End-to-End Test-Time Training for Long Context☆715Feb 15, 2026Updated 8 months ago
- ☆24Dec 6, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- HRM-Text is a 1B text generation model based on the HRM architecture, strengthened by task completion and latent space reasoning.☆2,261Sep 21, 2026Updated last month
- Pretraining and inference code for a large-scale depth-recurrent language model☆989Dec 29, 2025Updated 10 months ago
- Triton kernels and PyTorch ops for Block Attention Residuals (AttnRes)☆91May 29, 2026Updated 5 months ago
- H-Net Dynamic Hierarchical Architecture☆81Sep 11, 2025Updated last year
- Code for ICML 2026 Oral paper "OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iterat…☆36May 30, 2026Updated 5 months ago
- [ICLR 2026] GRAPE: Group Representational Position Encoding (https://arxiv.org/abs/2512.07805)☆122Jun 15, 2026Updated 4 months ago
- PC-ALM☆244Sep 8, 2026Updated last month