James (@jamesliu)
github

jamesliu

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Top repositories

1

kaggle_cifar-10_mxnet

Jupyter Notebook
15
star
2

nanoPPO

An efficient implementation of the Proximal Policy Optimization (PPO) algorithm with linear and attention policy for reinforcement learning.
Python
8
star
3

nanoDPO

A nimble and innovative implementation of the Direct Preference Optimization (DPO) algorithm with Causal Transformer and LSTM model, inspired by the paper of DPO in fine-tuning unsupervised Language Models
Python
5
star
4

clojure_findutils

create utilities such as find
Clojure
4
star
5

nChain

a flexible and efficient implementation to create LLM bots over extensible dataset.
Python
2
star
6

nanoTransformer

A PyTorch-based featuring an efficiently implemented Transformer model. The core of our attention mechanisms is powered by torch.einsum, ensuring clean, readable, and highly optimized tensor operations.
Python
2
star
7

machine-learning

R
1
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8

speech_recognition_hmm

Jupyter Notebook
1
star