Compositional Reasoning Embeddings Transformer Models

There are 10 compositional reasoning embeddings models tracked. The highest-rated is ShiZhengyan/InstructionModelling at 32/100 with 38 stars.

Get all 10 projects as JSON

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

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#	Model	Score	Tier	Stars	Language
1	ShiZhengyan/InstructionModelling [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With...	32	Emerging	38	Python
2	raymin0223/fast_robust_early_exit Fast and Robust Early-Exiting Framework for Autoregressive Language Models...	31	Emerging	65	Python
3	SALT-NLP/Adaptive-Compositional-Modules Code for the ACL 2022 paper "Continual Sequence Generation with Adaptive...	29	Experimental	39	Python
4	oooranz/Baby-CoThought 🍼 Baby's CoThought: Leveraging LLMs for Enhanced Reasoning in Compact Models...	27	Experimental	17	Python
5	joisino/zeh Code for "Even GPT-5.2 Can’t Count to Five: The Case for Zero-Error Horizons...	23	Experimental	2	Python
6	yhy1117/X-Mixup Implementation of ICLR 2022 paper "Enhancing Cross-lingual Transfer by...	22	Experimental	21	Python
7	orionw/MTLvsIFT Code for the paper "When to Use Multi-Task Learning vs Intermediate...	22	Experimental	6	Python
8	Yangyi-Chen/LM-TOAST Source code for ACL 2023 Findings paper "Making Pre-trained Language Models...	20	Experimental	7	Python
9	SondreWold/comp_rep_study Official implementation for the ACL 2025 Main paper "Circuit Compositions:...	17	Experimental	1	Python
10	yass-ML/slm-few-shot-optimization An empirical investigation into optimizing few-shot prompting strategies for...	16	Experimental	1	Python