Developer Profile

lewtun

@lewtun

Bern, Switzerland

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

61 / 100Raw: 1473.00

Repository Score

31 / 100Raw: 46.00

PR Score

91 / 100Raw: 3203.00

Contribution Score

52 / 100Raw: 110.00

Score Weight Distribution

finalScore = repoScore * 0.45 + prScore * 0.45 + contributionScore * 0.10

Repository Score (45%)1% of final signal

Pull Request Score (45%)98% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1dslectures

stars64

forks12

Jupyter Notebook 10000%

Score

#2dl4phys

stars30

forks9

Jupyter Notebook 9900%

Score

#3hepml

stars20

forks6

Jupyter Notebook 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Fix `TrackioCallback` fails to log evaluation metrics after training ends

in huggingface/transformers

stars on the PR repository164924

+72/-3

Python 10000%

114

Score

#2Reasoning reward

in huggingface/trl

stars on the PR repository19236

+195/-130

Python 9400%Jinja 600%

109

Score

#3🕹️ Add rollout function for OpenEnv integration

in huggingface/trl

stars on the PR repository19236

+677/-11

Python 9400%Jinja 600%

109

Score

Community Contributions

comments

#1Issue

Datasets for code

huggingface/open-r1

stars26450

comments29

Score

#2Issue

Add support for context parallelism

huggingface/transformers

stars164924

comments14

Score

#3Issue

[SFT VLM] Add support for Molmo models

huggingface/trl

stars19236

comments23

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

300

Merged external PRs counted

300

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

100

External issues counted

100

Discussions analyzed

External discussions counted

How this score was calculated

View the full scoring methodology with formulas, penalties, and step-by-step flow.

View full methodology