The code for creating the iGSM datasets in papers "Physics of Language Models Part 2.1, Grade-School Math and the Hidden Reasoning Process" (arxiv 2407.20311) and "Physics of Language Models Part 2.2, How to Learn From Mistakes on Grade-School Math Problems" (arxiv 2408.16293)
☆91Jan 12, 2025Updated last year
Alternatives and similar repositories for iGSM
Users that are interested in iGSM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆364Aug 21, 2026Updated 2 months ago
- A code repository accompanying the paper "Transformers, parallel computation, and logarithmic depth" by Clayton Sanford, Daniel Hsu, and …☆12Feb 15, 2024Updated 2 years ago
- Official implementation of "Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought" (NeurIPS 2025)☆45Oct 8, 2025Updated last year
- [NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"☆11Nov 15, 2024Updated last year
- M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models☆48Jul 17, 2025Updated last year
- 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.
- Codebase for the paper "A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language"☆11Oct 11, 2024Updated 2 years ago
- ☆13Jan 6, 2026Updated 9 months ago
- [ICML 2026 Spotlight] On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models☆170Jun 8, 2026Updated 4 months ago
- A toy eval suite for tracing generalization dynamics of LM pre-training☆28May 19, 2026Updated 5 months ago
- ☆15Sep 29, 2022Updated 4 years ago
- 把 On-Policy Distillation 接到 DSpark。☆19Jun 28, 2026Updated 4 months ago
- Code for Looped Transformers for Length Generalization (https://arxiv.org/abs/2409.15647), ICLR 2025☆15Apr 30, 2025Updated last year
- Spectral Sphere Optimizer☆135Mar 23, 2026Updated 7 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆43Jul 18, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆28Feb 20, 2026Updated 8 months ago
- Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'☆243Jul 19, 2025Updated last year
- DeltaProduct is a new linear recurrent neural network architecture that uses products of generalized Householder matrices as state-transi…☆18Oct 13, 2025Updated last year
- Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data☆28Jun 7, 2021Updated 5 years ago
- Official Repository of Paper "Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs"☆15Sep 25, 2025Updated last year
- ☆11Aug 10, 2024Updated 2 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆280Apr 26, 2024Updated 2 years ago
- Ongoing research training transformer models at scale☆13Updated this week
- 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.
- ☆16Jul 29, 2025Updated last year
- Visualization of mean field and neural tangent kernel regime☆23Jul 25, 2024Updated 2 years ago
- Supporting code for the blog post on modular manifolds.☆133Sep 26, 2025Updated last year
- The Infibench variant of bigcode-evaluation-harness --- a framework for the evaluation of autoregressive code generation language models.☆14Oct 19, 2024Updated 2 years ago
- Official implementation of "MoDoMoDo: Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning"☆11Aug 23, 2025Updated last year
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆40Feb 27, 2024Updated 2 years ago
- large language model internal-medicine monitor toolbox☆17Updated this week
- ☆14May 21, 2024Updated 2 years ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Apr 17, 2024Updated 2 years ago
- 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.
- Behavior Injection: Preparing Language Models for Reinforcement Learning (NeurIPS 2025)☆17Jul 1, 2025Updated last year
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆30Oct 14, 2025Updated last year
- Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence☆72Nov 11, 2025Updated 11 months ago
- Pretraining and inference code for a large-scale depth-recurrent language model☆989Dec 29, 2025Updated 10 months ago
- [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"☆33Dec 2, 2024Updated last year
- ☆15Jun 12, 2024Updated 2 years ago
- Reproducing GPT on the TinyStories dataset☆22Jan 18, 2024Updated 2 years ago