Transformer-in-Transformer
nn
Transformer-in-Transformer | nn | |
---|---|---|
4 | 26 | |
41 | 48,430 | |
- | 4.5% | |
0.0 | 7.7 | |
about 2 years ago | about 1 month ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | MIT License |
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Transformer-in-Transformer
- I Implemented Transformer in Transformer
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Hacker News top posts: Dec 6, 2021
I Implemented Transformer in Transformer\ (5 comments)
- [P] I implemented Transformer in Transformer
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?
poolformer - PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
GFPGAN-for-Video-SR - A colab notebook for video super resolution using GFPGAN
LongNet - Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"
labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
AvatarGAN - Generate Cartoon Images using Generative Adversarial Network
functorch - functorch is JAX-like composable function transforms for PyTorch.
swarms - Orchestrate Swarms of Agents From Any Framework Like OpenAI, Langchain, and Etc for Real World Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD
ZoeDepth - Metric depth estimation from a single image
principia - The Principia Rewrite
onnx-simplifier - Simplify your onnx model
planckforth - Bootstrapping a Forth interpreter from hand-written tiny ELF binary. Just for fun.
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.