syncdoth

MPhil @ HKUST, CSE | AI & Machine Learning | Data Science | NLP

South Korea | Hong Kong

Pinned Repositories

CSKB-Population
Codes for the EMNLP2021 paper: Benchmarking Commonsense Knowledge Base Population (https://aclanthology.org/2021.emnlp-main.705.pdf). An updated version CKBP v2 (https://arxiv.org/pdf/2304.10392.pdf)
Language:Python24 6 23
Knowledge-Constrained-Decoding
Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"
Language:Python25 1 40
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Language:Python127k 1.1k 14.9k25.1k
An-Application-of-Deep-Reinforcement-Learning-to-Algorithmic-Trading
Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learning to Algorithmic Trading"
Language:Python2 1 02
Chain-of-Hindsight-PyTorch
Unofficial implementation of Chain of Hindsight (https://arxiv.org/abs/2302.02676) using pytorch and huggingface Trainers.
Language:Python11 2 12
export_ig
A pip package for exporting images for Instagram: add padding around image + drop shadow for instagram upload.
Language:Python1 1 00
face_mask_inpaint
GAN-based project of removing facial masks from face images.
Language:Python1 2 10
MAFIA-Explanation-NLI
Official code for MAFIA (MAsk-based Feature Interaction Attribution): Explain BERT model's decision in NLI task.
Language:Jupyter Notebook0 2 00
RetNet
Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.
Language:Jupyter Notebook221 5 3125

syncdoth's Repositories

syncdoth/RetNet
Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.
Language:Jupyter Notebook221 5 3125
syncdoth/Chain-of-Hindsight-PyTorch
Unofficial implementation of Chain of Hindsight (https://arxiv.org/abs/2302.02676) using pytorch and huggingface Trainers.
Language:Python11 2 12
syncdoth/An-Application-of-Deep-Reinforcement-Learning-to-Algorithmic-Trading
Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learning to Algorithmic Trading"
Language:Python2 1 02
syncdoth/export_ig
A pip package for exporting images for Instagram: add padding around image + drop shadow for instagram upload.
Language:Python1 1 00
syncdoth/face_mask_inpaint
GAN-based project of removing facial masks from face images.
Language:Python1 2 10
syncdoth/COLD_decoding
Language:Python0 0 00
syncdoth/comet-rl
A WIP project of training COMET model using RL.
Language:Python0 1 00
syncdoth/MAFIA-Explanation-NLI
Official code for MAFIA (MAsk-based Feature Interaction Attribution): Explain BERT model's decision in NLI task.
Language:Jupyter Notebook0 2 00
syncdoth/NLP-TDSC
COMP 5331 HKUST Team 16
Language:Python00
syncdoth/prompt-compression
This is an unofficial implementation of prompt-compression for my own research.
Language:Python0 1 00
syncdoth/bittensor
Internet-scale Neural Networks
Language:Python0 0
syncdoth/ColossalAI
Making large AI models cheaper, faster and more accessible
Language:Python0 0
syncdoth/darkroom
Language:HTML
syncdoth/Diffusion-LM
Diffusion-LM
Language:Python
syncdoth/DSI-transformers
A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"
Language:Python0 0
syncdoth/ecco
Visualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
Language:Jupyter Notebook
syncdoth/gradio_serving
Simple example of using gradio for serving ML models.
Language:Python2 0
syncdoth/HKUST-KSA-ML-Study
HKUST KSA 2020 ML study repository
Language:Jupyter Notebook6
syncdoth/HKUST_PhD_MPhil_thesis_Latex
The Hong Kong University of Science and Technology PhD/MPhil thesis latex template based on the latest official sample (http://pg.ust.hk/guides_n_forms/students/thesis_sample_page_phd.pdf)
syncdoth/jekyll-pygments-themes
CSS themes for Pygments syntax highlighter, ready to drop into Jekyll. Also includes a custom theme builder!
Language:CSS
syncdoth/litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
syncdoth/myassetmange
Language:Python1
syncdoth/predicting-business-popularity
About Research project on predicting business popularity using GNNs in location-based social networks.
Language:Jupyter Notebook
syncdoth/pretraining
Pretraining
syncdoth/RMT
Implementation of Recurrent Memory Transformer + Gating algorithms applied on long-context dialogue setting.
Language:Jupyter Notebook
syncdoth/syncdoth.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
Language:HTML
syncdoth/tortoise-tts
A multi-voice TTS system trained with an emphasis on quality
Language:Python
syncdoth/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Language:Python
syncdoth/transformers-train-template
Language:Python1 0
syncdoth/vinyl
vinyl playlist
Language:SCSS