fastaudio
TransformerEngine
| fastaudio | TransformerEngine | |
|---|---|---|
| 1 | 2 | |
| 165 | 1,450 | |
| 0.6% | 6.4% | |
| 0.0 | 9.5 | |
| 5 months ago | 6 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
fastaudio
TransformerEngine
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Benchmarking Large Language Models on NVIDIA H100 GPUs with CoreWeave (Part 1)
4090 now has its 8-bit float enabled as well, see the [transformer engine issue](https://github.com/NVIDIA/TransformerEngine/issues/15)
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GPUs for Deep Learning in 2023 – An In-depth Analysis
Would be curious to see your benchmarks. Btw, Nvidia will be providing support for fp8 in a future release of CUDA - https://github.com/NVIDIA/TransformerEngine/issues/15
I think TMA may not matter as much for consumer cards given the disproportionate amount of fp32 / int32 compute that they have.
Would be interesting to see how close to theoretical folks are able to get once CUDA support comes through.
What are some alternatives?
pytorch-forecasting - Time series forecasting with PyTorch
Whisper - High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model
RealCatTranslator - Project in several phases to ultimately built an app that translate from human to cats and cats to human using deep learning algorithm
autocvd - Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.
ivy - The Unified AI Framework
warp-drive - Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
fps_highlights - Make beautiful highlights from FPS vidéos
ivy - The Unified Machine Learning Framework [Moved to: https://github.com/unifyai/ivy]
nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
liberate-fhe - A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.
FastFold - Optimizing AlphaFold Training and Inference on GPU Clusters