RLsys-Foundation / APRILLinks
APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation. A system-level optimization for scalable LLM training.
☆25Updated 2 weeks ago
Alternatives and similar repositories for APRIL
Users that are interested in APRIL are comparing it to the libraries listed below
Sorting:
- ☆78Updated 5 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆59Updated 11 months ago
- ☆39Updated 2 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆77Updated last year
- 🔥 LLM-powered GPU kernel synthesis: Train models to convert PyTorch ops into optimized Triton kernels via SFT+RL. Multi-turn compilation…☆79Updated last week
- 16-fold memory access reduction with nearly no loss☆105Updated 6 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆118Updated 5 months ago
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆48Updated last year
- A simple calculation for LLM MFU.☆46Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆128Updated 10 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆43Updated 3 months ago
- ☆57Updated 3 weeks ago
- ☆50Updated 4 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆142Updated 4 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆60Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆184Updated last year
- Bridge Megatron-Core to Hugging Face/Reinforcement Learning☆129Updated this week
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated 2 months ago
- LLM Serving Performance Evaluation Harness☆79Updated 7 months ago
- ByteCheckpoint: An Unified Checkpointing Library for LFMs☆249Updated 3 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆50Updated last year
- JAX backend for SGL☆71Updated this week
- ☆59Updated 10 months ago
- ☆43Updated last year
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆67Updated this week
- Vocabulary Parallelism☆23Updated 7 months ago
- ☆95Updated 6 months ago
- ☆64Updated 5 months ago
- DeeperGEMM: crazy optimized version☆71Updated 5 months ago
- Estimate MFU for DeepSeekV3☆24Updated 9 months ago