NVIDIA / FasterTransformer
Transformer related optimization, including BERT, GPT
☆5,890Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for FasterTransformer
- Accessible large language models via k-bit quantization for PyTorch.☆6,299Updated this week
- Fast and memory-efficient exact attention☆14,279Updated this week
- Ongoing research training transformer models at scale☆10,595Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆7,958Updated this week
- PyTorch extensions for high performance and large scale training.☆3,195Updated last week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…☆1,979Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆8,660Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,893Updated last month
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,561Updated 3 weeks ago
- 🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools☆2,576Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,904Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,526Updated last month
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆1,941Updated 7 months ago
- Training and serving large-scale neural networks with auto parallelization.☆3,077Updated 11 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,497Updated last month
- A framework for few-shot evaluation of language models.☆6,990Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆16,471Updated this week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,502Updated 10 months ago
- Foundation Architecture for (M)LLMs☆3,034Updated 7 months ago
- Train transformer language models with reinforcement learning.☆10,086Updated this week
- Development repository for the Triton language and compiler☆13,443Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆8,348Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,059Updated 5 months ago
- TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain…☆8,681Updated last week
- Large Language Model Text Generation Inference☆9,122Updated this week
- Repo for external large-scale work☆6,516Updated 6 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,338Updated 8 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,699Updated last month
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,535Updated 9 months ago