Developer Profile

Tom Aarsen

@tomaarsen

Netherlands

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

69 / 100Raw: 1160.00

Repository Score

52 / 100Raw: 109.00

PR Score

89 / 100Raw: 2443.00

Contribution Score

52 / 100Raw: 110.00

Score Weight Distribution

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

Repository Score (45%)4% of final signal

Pull Request Score (45%)95% of final signal

Contribution Score (10%)1% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1SpanMarkerNER

stars476

forks33

Jupyter Notebook 6800%Python 3200%

Score

#2attention_sinks

stars735

forks44

Python 9100%Shell 900%

Score

#3TwitchMarkovChain

stars137

forks30

Python 10000%

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Allow position_ids_start=2 on DataCollatorWithFlattening for RoBERTa etc.

in huggingface/transformers

stars on the PR repository164682

+102/-4

Python 10000%

123

Score

#2[`docs`] Add docs explaining how to easily use ONNX/OpenVINO for local embeddings

in run-llama/llama_index

stars on the PR repository51958

+336/-266

Python 7300%Jupyter Notebook 2500%Makefile 200%

119

Score

#3[`docs`] modernize embedding & reranker guidance, fill gaps

in run-llama/llama_index

stars on the PR repository51957

+317/-61

Python 7300%Jupyter Notebook 2500%Makefile 200%

119

Score

Community Contributions

comments

#1Issue

LongNet code

microsoft/unilm

stars22200

comments32

Score

#2Issue

Implement StreamingLLM/Windowed Attention with Attention Sinks

huggingface/transformers

stars164682

comments14

Score

#3Issue

Add documentation for evaluating using MTEB

huggingface/sentence-transformers

stars19054

comments12

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