Training A Not-So-Large Language Model for $50
September 08, 2023 | 3 min readWhat I cannot create, I do not understand. Let's train your own LLM!
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フランスでのエンジニア就活体験記
August 19, 2023 | 15 min readフランスのスタートアップでソフトウェアエンジニアとして働くことになったので、そのときの体験について書きます。
Kaggle Competition Report: Stable Diffusion
June 25, 2023 | 3 min readHow do you invert the text-to-image generation by Stable Diffusion? Let's take a look at the solutions by the winning teams.
torch.compile Benchmarked
May 19, 2023 | 2 min readPyTorch 2.0 introduced a new feature for JIT-compiling. How can it accelerate model training and inference?
How to Get a List of Email Addresses of Team Members in Microsoft Teams
May 15, 2023 | 1 min readLearn how to easily obtain a list of email addresses for team members.
Tuning Large Language Models with Reinforcement Learning on a Single GPU
March 30, 2023 | 7 min readA quick guide for RLHF using trlX, OPT-1.5B, and LoRA.
忙しい人のためのTuning Playbook
January 26, 2023 | 11 min readハイパーパラメータを決めるためのガイドである『Deep Learning Tuning Playbook』をまとめました。
Year in Review: Deep Learning in 2022
January 17, 2023 | 6 min readUncover the top deep learning advancements of 2022. A year-in-review of key research papers and applications.
