OnlineSPEC

(★ 124)

[ICML 2026] [OnlineSPEC] When Drafts Evolve: Speculative Decoding Meets Online Learning

Owner Repos

TreeLoRA ★ 350

[ICML 2025] A pytorch implementation of the paper "TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree".

Python
StreamingWavelet ★ 124

[ICML 2024] This is an implementation for Streaming Wavelet Module, which sequentially apply wavelet transform to a sequence of signal efficiently.

Python
Online_RLHF ★ 94

[NeurIPS 2025] A PyTorch implementation of the paper "Provably Efficient Online RLHF with One-Pass Reward Modeling". This repository provides a flexible and modular approach to Online Reinforcement Learning from Human Feedback (Online RLHF).

Python
chatgpt-academic-prompt-helper ★ 39

This project is a Tampermonkey script designed to facilitate prompt input for the web version of ChatGPT and includes built-in templates for commonly used academic prompts.

JavaScript
Awesome-Parallel-Decoding ★ 9

Parallel Decoding of Language Models: A Survey. A systematic survey of parallel decoding, covering speculative decoding, diffusion LLMs, etc...

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jsDelivr

jsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.

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Command Glossary

Commands referenced in this DOCs, explained below.

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conda activate

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Activate a conda environment.
See also: `conda deactivate`.

conda activate myenv

Activate an existing environment named `myenv`:

conda activate {{path/to/myenv}}

Activate an existing environment located at custom path:

conda activate --stack myenv

Stack `myenv` environment on top of a previous environment making libraries/commands/variables from both accessible:

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conda create

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Create new conda environments.

conda create {{[-y|--yes]}} {{[-n|--name]}} py39 python=3.9 "numpy>=1.11" scipy

Create a new environment named `py39`, install Python 3.9, NumPy v1.11 or above in it, and the latest stable version of SciPy. Say yes to all confirmations:

conda create {{[-n|--name]}} myenv --file {{file1.yml}} --file {{file2.yml}}

Create a new environment named `myenv` and install packages listed in files:

conda create {{[-p|--prefix]}} {{path/to/myenv}}

Create a new environment at a custom path (i.e. prefix):

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huggingface-cli

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This command is an alias of `hf`.

tldr hf

View documentation for the original command:

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pip install

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Install Python packages.

pip install {{package1 package2 ...}}

Install one or more packages:

pip install {{package1 package2 ...}} {{[-U|--upgrade]}}

Upgrade all specified packages to the latest version, installing any that are not already present:

pip install {{package}}=={{version}}

Install a specific version of a package:

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python

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Python language interpreter.

python

Start a REPL (interactive shell):

python {{path/to/file.py}}

Execute a specific Python file:

python -i {{path/to/file.py}}

Execute a specific Python file and start a REPL:

// repository documentation