AINovice2005/bucket-2
0 Bytes
Parag Ekbote PRO
AINovice2005
AI & ML interests
ML Engineer passionate about taking models from research to production. 1 year supporting tech startups. Active OSS contributor.
Recent Activity
posted an update 1 day ago
I've built a system to make open-source contributions easier to understand across repositories.
It:
aggregates merged external PRs (reviewed by maintainers)
structures them into a single contributions.md
adds a lightweight AI layer to query patterns and impact
The idea is to move from scattered PRs to a readable changelog of work.
Read about it: https://medium.com/@paragekbote23/from-commits-to-impact-building-an-automated-changelog-for-open-source-contributions-20cdfebcee58 upvoted a collection 10 days ago
Gemma 4 updated a dataset 13 days ago
AINovice2005/ray-trackio-experimentsOrganizations
Posts 7
Post
94
I've built a system to make open-source contributions easier to understand across repositories.
It:
aggregates merged external PRs (reviewed by maintainers)
structures them into a single contributions.md
adds a lightweight AI layer to query patterns and impact
The idea is to move from scattered PRs to a readable changelog of work.
Read about it: https://medium.com/@paragekbote23/from-commits-to-impact-building-an-automated-changelog-for-open-source-contributions-20cdfebcee58
It:
aggregates merged external PRs (reviewed by maintainers)
structures them into a single contributions.md
adds a lightweight AI layer to query patterns and impact
The idea is to move from scattered PRs to a readable changelog of work.
Read about it: https://medium.com/@paragekbote23/from-commits-to-impact-building-an-automated-changelog-for-open-source-contributions-20cdfebcee58
Post
3490
In celebration of the new storage graph feature on the Hub, here's mine 😊 :
Post inspired by @ZennyKenny
Post inspired by @ZennyKenny
spaces 5
Running
Ray Trackio Dashboard
🚀
Display interactive tracking dashboard
Sleeping
Trackio
🚀
Show an interactive tracking dashboard for your data
Sleeping
Optuna Dashboard
🚀
Display real-time object tracking
Sleeping
Hf Cookbook Hpo
📊
Optuna-based hyperparameter search for transformer models
Sleeping
Case Study
📚
Lessons learnt from contributing 90+ PRs.
models 20
AINovice2005/ModernBERT-base-lora-cicflow-1m-r8
Fill-Mask • Updated • 19
AINovice2005/ModernBERT-base-lora-cicflow-1m-r16
Fill-Mask • Updated • 23
AINovice2005/ModernBERT-base-lora-cicflow-1m-r4
Fill-Mask • Updated • 25
AINovice2005/attention-int8
Updated • 2
AINovice2005/ModernBERT-base-cicflow-100k-lora
Updated • 2
AINovice2005/SmolLM3-3B-smashed
Text Generation • Updated • 2
AINovice2005/SmolLM2-1.7B-smashed
Text Generation • Updated • 1
AINovice2005/SmolLM2-360M-smashed
Text Generation • Updated • 6
AINovice2005/SmolLM-360M-smashed
Text Generation • Updated • 2
AINovice2005/SmolLM-135M-smashed
Text Generation • Updated • 4
datasets 6
AINovice2005/ray-trackio-experiments
Viewer • Updated • 279 • 2.95k
AINovice2005/cicflow-ids-binary
Viewer • Updated • 1.05M • 20
AINovice2005/cicflow-ids-multiclass
Viewer • Updated • 1.05M • 70
AINovice2005/toy-optuna-hpo-dataset
Viewer • Updated • 5 • 7
AINovice2005/EldenRing_Small
Viewer • Updated • 49.8k • 22 • 2
AINovice2005/Notus_Aegis-v1
Viewer • Updated • 590 • 18