Transformer-Models-from-Scratch
nn
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Transformer-Models-from-Scratch | nn | |
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1 | 26 | |
58 | 47,503 | |
- | 7.6% | |
0.0 | 7.7 | |
almost 2 years ago | 27 days ago | |
Jupyter Notebook | Jupyter Notebook | |
- | MIT License |
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Transformer-Models-from-Scratch
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[D] Transformer-Models-from-Scratch
Transformer-Models-from-Scratch
nn
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Can't remember name of website that has explanations side-by-side with code
Hey are you talking about https://nn.labml.ai/ ?
- [D] Recent ML papers to implement from scratch
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[P] GPT-NeoX inference with LLM.int8() on 24GB GPU
Implementation & LM Eval Harness Results
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[P] Fine-tuned the GPT-Neox Model to Generate Quotes
Github: https://github.com/labmlai/annotated_deep_learning_paper_implementations/tree/master/labml_nn/neox
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Best resources to learn recent transformer papers and stay updated [D]
Regarding implementations this helps me: https://nn.labml.ai/
- Introductory papers to implement
- How to convert research papers to code?
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[D] How to convert papers to code?
Dunno if this is directly helpful, but this website has implementation with the math side by side https://nn.labml.ai/
- [D] Looking for open source projects to contribute
- Resource for papers explanation
What are some alternatives?
OpenNMT-py - Open Source Neural Machine Translation and (Large) Language Models in PyTorch
GFPGAN-for-Video-SR - A colab notebook for video super resolution using GFPGAN
pytorch-seq2seq - Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
ganbert-pytorch - Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
functorch - functorch is JAX-like composable function transforms for PyTorch.
emotion-classifier - An attention-based BiLSTM for emotion classification.
ZoeDepth - Metric depth estimation from a single image
tf-transformers - State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
onnx-simplifier - Simplify your onnx model
Basic-UI-for-GPT-J-6B-with-low-vram - A repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.
Behavior-Sequence-Transformer-Pytorch - This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf