Chain Of Thought Reasoning Transformer Models

There are 8 chain of thought reasoning models tracked. The highest-rated is InternLM/SIM-CoT at 45/100 with 185 stars.

Get all 8 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=chain-of-thought-reasoning&limit=20"

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#	Model	Score	Tier	Stars	Language
1	InternLM/SIM-CoT [ICLR 2026] An official implementation of "SIM-CoT: Supervised Implicit...	45	Emerging	185	Python
2	zhenyi4/codi Official repository for "CODI: Compressing Chain-of-Thought into Continuous...	39	Emerging	73	Python
3	xf-zhao/LoT Official implementation of LoT paper: "Enhancing Zero-Shot Chain-of-Thought...	35	Emerging	30	Python
4	nicolay-r/Reasoning-for-Sentiment-Analysis-Framework The official code for CoT / ZSL reasoning framework 🧠, utilized in paper:...	33	Emerging	4	Python
5	FranxYao/FlanT5-CoT-Specialization Implementation of ICML 23 Paper: Specializing Smaller Language Models...	31	Emerging	132	Jupyter Notebook
6	KomeijiForce/CoTAM Official Implementation of the ACL2024 Findings paper "Controllable Data...	19	Experimental	18	Python
7	ZBox1005/CoT-UQ [arXiv 2025] "CoT-UQ: Improving Response-wise Uncertainty Quantification in...	19	Experimental	16	Python
8	kamalesh003/SymVar-CoT-model SymVar-CoT is stepwise reasoning expressed in formal symbols or variables,...	13	Experimental	—	Jupyter Notebook