FlagOpen / FlagScale
FlagScale is a large model toolkit based on open-sourced projects.
☆194Updated this week
Alternatives and similar repositories for FlagScale:
Users that are interested in FlagScale are comparing it to the libraries listed below
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆387Updated this week
- InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencie…☆317Updated last week
- A collection of memory efficient attention operators implemented in the Triton language.☆225Updated 6 months ago
- A flexible and efficient training framework for large-scale alignment tasks☆232Updated this week
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆343Updated 3 months ago
- Best practice for training LLaMA models in Megatron-LM☆634Updated 11 months ago
- ☆126Updated 3 weeks ago
- Disaggregated serving system for Large Language Models (LLMs).☆382Updated 3 months ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆405Updated 4 months ago
- FlagGems is an operator library for large language models implemented in Triton Language.☆363Updated this week
- ☆295Updated last week
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆555Updated 2 months ago
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆751Updated last week
- Zero Bubble Pipeline Parallelism☆290Updated last month
- A low-latency & high-throughput serving engine for LLMs☆272Updated 3 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆256Updated last week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆200Updated last month
- ☆140Updated 7 months ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆462Updated 9 months ago
- ☆75Updated last year
- GLake: optimizing GPU memory management and IO transmission.☆396Updated 2 weeks ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆48Updated 4 months ago
- [EMNLP 2024 Industry Track] This is the official PyTorch implementation of "LLMC: Benchmarking Large Language Model Quantization with a V…☆350Updated this week
- PyTorch bindings for CUTLASS grouped GEMM.☆74Updated 4 months ago
- Ascend PyTorch adapter (torch_npu). Mirror of https://gitee.com/ascend/pytorch☆270Updated this week
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆236Updated 9 months ago
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆197Updated 3 months ago