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NUS & NTU
- Singapore
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00:12
(UTC +08:00) - https://elfsong.github.io
- https://orcid.org/0000-0001-7832-0459
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A comprehensive code domain benchmark review of LLM researches.
Democratizing Reinforcement Learning for LLMs
Web interface for browsing, search and filtering recent arxiv submissions
A Streamlit component to show calendar view using FullCalendar
EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL
Monolith is a code efficiency benchmark environment
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings
Arena for Code LLMs (of course human can use it too)
A beautiful, simple, clean, and responsive Jekyll theme for academics
The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)
Lightweight and portable LLM sandbox runtime (code interpreter) Python library.
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Concise, consistent, and legible badges in SVG and raster format
A high-throughput and memory-efficient inference and serving engine for LLMs
Train transformer language models with reinforcement learning.
[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI
ASCII generator (image to text, image to image, video to video)
Code for "Can Group Decision-Making Mitigates Social Bias in Large Language Models?"
A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)
Enforce the output format (JSON Schema, Regex etc) of a language model
Deep learning model classifying keyboard strokes via phone microphone/Zoom, identifying security threats (Accuracy: 95%)
A curated list of Decision Transformer resources (continually updated)
[EMNLP’24 Main] Encoding and Controlling Global Semantics for Long-form Video Question Answering