RETRO-pytorch
RetGen
| RETRO-pytorch | RetGen | |
|---|---|---|
| 2 | 1 | |
| 849 | 110 | |
| - | - | |
| 2.8 | 10.0 | |
| about 1 year ago | about 2 years ago | |
| Python | Python | |
| Apache License 2.0 | - |
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RETRO-pytorch
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[D] Any pre trained retrieval based language models available?
There's a Github project that an individual put together based on the RETRO paper. If you checkout the issues list there is some info on work on a pretrained model.
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[D] Is there an open-source implementation of the Retrieval-Enhanced Transformer (RETRO)?
i'll give it a shot https://github.com/lucidrains/RETRO-pytorch 👍
RetGen
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[D] Any pre trained retrieval based language models available?
You may look into RetGen by Microsoft. They have released model checkpoints too.
What are some alternatives?
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TorchPQ - Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda
faiss - A library for efficient similarity search and clustering of dense vectors.
deepmind-research - This repository contains implementations and illustrative code to accompany DeepMind publications
SHREC2023-ANIMAR - Source codes of team TikTorch (1st place solution) for track 2 and 3 of the SHREC2023 Challenge
DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
t5-pytorch - Implementation of Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer in PyTorch.
memorizing-transformers-pytorch - Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch