| ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools | Jun 18, 2024 | AllGSM8K | CodeCode Available | 14 |
| Qwen2 Technical Report | Jul 15, 2024 | Arithmetic ReasoningGSM8K | CodeCode Available | 13 |
| LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning | Mar 26, 2024 | GPUGSM8K | CodeCode Available | 9 |
| LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression | Mar 19, 2024 | GSM8KLanguage Modelling | CodeCode Available | 9 |
| Qwen2.5-Omni Technical Report | Mar 26, 2025 | Automatic Speech Recognition (ASR)GSM8K | CodeCode Available | 7 |
| Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training | May 23, 2024 | GSM8KMixture-of-Experts | CodeCode Available | 7 |
| Chain-of-Thought Prompting Elicits Reasoning in Large Language Models | Jan 28, 2022 | Common Sense ReasoningGSM8K | CodeCode Available | 6 |
| Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B | Jun 11, 2024 | Decision MakingGSM8K | CodeCode Available | 5 |
| Common 7B Language Models Already Possess Strong Math Capabilities | Mar 7, 2024 | GSM8KMath | CodeCode Available | 5 |
| LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models | Oct 9, 2023 | GSM8KIn-Context Learning | CodeCode Available | 5 |
