huggingface / optimum-tpuLinks
Google TPU optimizations for transformers models
☆112Updated 4 months ago
Alternatives and similar repositories for optimum-tpu
Users that are interested in optimum-tpu are comparing it to the libraries listed below
Sorting:
- PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"☆60Updated 2 months ago
- Load compute kernels from the Hub☆139Updated this week
- ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)☆98Updated this week
- Lightweight toolkit package to train and fine-tune 1.58bit Language models☆69Updated 2 weeks ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆263Updated 7 months ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated last year
- Pytorch/XLA SPMD Test code in Google TPU☆23Updated last year
- Inference server benchmarking tool☆67Updated last month
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆249Updated this week
- Manage scalable open LLM inference endpoints in Slurm clusters☆257Updated 10 months ago
- ☆46Updated last week
- JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs wel…☆334Updated this week
- SGLang is fast serving framework for large language models and vision language models.☆23Updated 3 months ago
- Set of scripts to finetune LLMs☆37Updated last year
- ☆108Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆199Updated 10 months ago
- Collection of autoregressive model implementation☆85Updated last month
- Utils for Unsloth☆90Updated this week
- A set of Python scripts that makes your experience on TPU better☆53Updated 10 months ago
- an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)☆100Updated 2 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 5 months ago
- ☆78Updated 10 months ago
- ☆188Updated 3 months ago
- ☆49Updated last year
- Docker image NVIDIA GH200 machines - optimized for vllm serving and hf trainer finetuning☆41Updated 3 months ago
- ☆99Updated this week
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- Accelerate, Optimize performance with streamlined training and serving options with JAX.☆274Updated this week
- ☆49Updated 6 months ago
- Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers☆93Updated 10 months ago