InternLM / Awesome-LLM-Training-SystemLinks
☆47Updated last year
Alternatives and similar repositories for Awesome-LLM-Training-System
Users that are interested in Awesome-LLM-Training-System are comparing it to the libraries listed below
Sorting:
- 16-fold memory access reduction with nearly no loss☆110Updated 10 months ago
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆87Updated 2 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆58Updated last year
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆25Updated last year
- ☆85Updated 9 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆147Updated last month
- Utility scripts for PyTorch (e.g. Make Perfetto show some disappearing kernels, Memory profiler that understands more low-level allocatio…☆83Updated 4 months ago
- ☆155Updated 11 months ago
- Nex Venus Communication Library☆72Updated 2 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆160Updated 3 months ago
- nnScaler: Compiling DNN models for Parallel Training☆124Updated 4 months ago
- ☆96Updated 10 months ago
- LLM training technologies developed by kwai☆70Updated 2 weeks ago
- ☆130Updated 5 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆184Updated last month
- Building the Virtuous Cycle for AI-driven LLM Systems☆151Updated last week
- ☆89Updated 3 years ago
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆92Updated 2 weeks ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆313Updated 8 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆176Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆142Updated 8 months ago
- Distributed MoE in a Single Kernel [NeurIPS '25]☆191Updated this week
- High-performance distributed data shuffling (all-to-all) library for MoE training and inference☆112Updated last month
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆372Updated 7 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆126Updated 2 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆101Updated last month
- ☆65Updated 9 months ago
- ATC23 AE☆46Updated 2 years ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆80Updated last month