| Cramming: Training a Language Model on a Single GPU in One Day | Dec 28, 2022 | GPULanguage Modeling | CodeCode Available | 3 | 5 |
| Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning | Feb 26, 2024 | GPUMinecraft | CodeCode Available | 3 | 5 |
| LayerKV: Optimizing Large Language Model Serving with Layer-wise KV Cache Management | Oct 1, 2024 | GPULanguage Modeling | CodeCode Available | 3 | 5 |
| Consistency Models Made Easy | Jun 20, 2024 | Computational EfficiencyGPU | CodeCode Available | 3 | 5 |
| CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation | Oct 12, 2024 | Conditional Image GenerationGPU | CodeCode Available | 3 | 5 |
| Dataset Distillation with Neural Characteristic Function: A Minmax Perspective | Jan 1, 2025 | Computational EfficiencyDataset Distillation | CodeCode Available | 3 | 5 |
| KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization | Jan 31, 2024 | GPUQuantization | CodeCode Available | 3 | 5 |
| Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models | Jan 9, 2024 | GPU | CodeCode Available | 3 | 5 |
| REDUCIO! Generating 10241024 Video within 16 Seconds using Extremely Compressed Motion Latents | Nov 20, 2024 | GPUVideo Generation | CodeCode Available | 3 | 5 |
| ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory | Mar 16, 2025 | CPUGPU | CodeCode Available | 3 | 5 |
