affjljoo3581 / expanda

The universal integrated corpus-building environment.

Hi there 👋

This is an overview of my github activities. For more details, check out my CV.

⚒️ Projects

• GPT2 - GPT-2 PyTorch Implementation. [github] [demo] [demo-korean]
• canrevan - The fast and efficient naver-news crawler. [github] [pypi]
• Inverse DALL-E - Optical Character Recognition with Autoregressive Image Token Generation. [github]
• Coverist-AI-Research - Generate a bookcover image with DALL-E. [github]
• ALREADYME.md AI - Generate README.md with GPT-3 few-shot learning. [research repo] [serving repo]
• Deploy KoGPT - A tutorial of deploying large-scale language model with NVIDIA Triton and FasterTransformer. [github]
• polyglot-jax-inference - A Jax/Flax inference code for GPT-NeoX model on TPU. [github]
• starcode-jax - A Jax/Flax inference code for StarCoder model on TPU. [github]
• deit3-jax - Jax/Flax implementation of DeiT and DeiT-III. [github]

📝 Contributions

• 🤗 Transformers - Change DataCollatorForSeq2Seq to pad labels to a multiple of pad_to_multiple_of [github] [pr]
• 🤗 Transformers - Pix2Struct: fix wrong broadcast axis of attention mask in visual encoder [github] [pr]

🏆 Kaggle competitions

Check out my profile for more details.

• 🎖️ Google - American Sign Language Fingerspelling Recognition - solo gold medal & money prize (5/1315) [overview] [github]
• 🎖️ Feedback Prize - Evaluating Student Writing - solo gold medal & money prize (4/2060) [overview] [github]
• 🥈 Learning Equality - Curriculum Recommendations - top 1% (13/1057) [overview]
• 🥈 G2Net Detecting Continuous Gravitational Waves - top 1% (12/936) [overview] [github]
• 🥈 CommonLit Readability Prize - top 1% (42/3633) [overview] [github]
• 🥈 Feedback Prize - Predicting Effective Arguments - top 2% (40/1567) [overview] [github]
• 🥈 Riiid Answer Correctness Prediction - top 2% (78/3395) [overview] [github]
• 🥈 Google AI4Code – Understand Code in Python Notebooks - top 3% (39/1135) [overview] [github]
• 🥈 Benetech - Making Graphs Accessible - top 4% (26/619) [overview]
• 🥈 Bristol-Myers Squibb – Molecular Translation - top 5% (50/874) [overview] [github]
• 🥉 Quick, Draw! Doodle Recognition Challenge - top 5% (74/1309) [overview]
• 🥉 Humpback Whale Identification - top 8% (189/2120) [overview]

💬 Contact

Please check out the above badges to contact me. You can also open an issue in the corresponding repository or tag me (@affjljoo3581) in issues/prs/commits on GitHub.