alpa-projects / alpaLinks
Training and serving large-scale neural networks with auto parallelization.
☆3,134Updated last year
Alternatives and similar repositories for alpa
Users that are interested in alpa are comparing it to the libraries listed below
Sorting:
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,009Updated 2 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,088Updated this week
- Transformer related optimization, including BERT, GPT☆6,173Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,652Updated last year
- 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…☆1,568Updated last year
- PyTorch extensions for high performance and large scale training.☆3,322Updated last month
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,797Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,081Updated 2 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,119Updated last year
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,640Updated 2 months ago
- ☆2,819Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,320Updated 7 months ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,727Updated 5 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,391Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆997Updated 10 months ago
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,476Updated 9 months ago
- 4 bits quantization of LLaMA using GPTQ☆3,050Updated 10 months ago
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,170Updated 7 months ago
- LLaMA: Open and Efficient Foundation Language Models☆2,799Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,435Updated last week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,060Updated 8 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,898Updated 10 months ago
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,197Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,916Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,856Updated last month
- Mesh TensorFlow: Model Parallelism Made Easier☆1,607Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,029Updated 3 weeks ago
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,500Updated last week
- ☆1,045Updated last month
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,002Updated this week