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I urgently need access to high-performance GPUs to speed up training the model on large datasets. This will help me achieve real-time detection capabilities, making sure the project stays on schedule.
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I'm interested in contributing to VoiceCraft by adding emotion control functionality. My goal is to enable the model to generate audio with a specified emotion while cloning a voice from a reference a…
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See this [post](https://huggingface.co/docs/transformers/perf_train_gpu_one#gradient-accumulation)
[Benchmarks](https://github.com/huggingface/transformers/issues/15026#issuecomment-1005033957) for…
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### Problem Statement
Hypothesis: Increasing numerical precision during training can improve the performance of small language models (≈1B parameters), potentially enabling them to achieve capabili…
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Hello dear Kijai,
First of all, thank you so much for creating these amazing nodes and workflows! They’ve made LoRa training much more accessible and streamlined for me.
I recently came acro…
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- [FFT Convolution](https://www.dspguide.com/ch18/2.htm)
- [Very Efficient Training of Convolutional Neural Networks using Fast Fourier Transform and Overlap-and-Add](https://arxiv.org/pdf/1601.06815…
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Model generates only garbage.
Sample: https://github.com/aws-neuron/aws-neuron-samples/blob/master/torch-neuronx/transformers-neuronx/inference/llama-3-8b-32k-sampling.ipynb
NeuronSDK2.19 PyTorc…
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- [x] quantization explained (@TimDettmers)
- [x] 8-bit-train a large model (@TimDettmers)
- [x] training on large streaming dataset (@lhoestq)
- [x] compile into a single notebook
- [x] calcula…
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### Is your feature request related to a problem? Please describe.
I’m often frustrated when searching for datasets, as there’s no efficient way to filter them based on their training or testing size…