An off-the-shelf coding agent, left untouched, trained through its own harness with TRL and OpenEnv.
Sergio Paniego PRO
sergiopaniego
AI & ML interests
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Recent Activity
updated a dataset about 7 hours ago
agents-course/certificates updated a dataset about 9 hours ago
agents-course/final-certificates updated a dataset about 9 hours ago
agents-course/course-certificates-of-excellenceOrganizations
Training Agents Class 2 (distillation): script, pi-mono-chat dataset, distilled Qwen3 checkpoints, and the 2 Trackio dashboards.
In-depth technical articles and research pieces published by Hugging Face
-
The Ultra-Scale Playbook
🌌4.03kThe ultimate guide to training LLM on large GPU Clusters
-
The Smol Training Playbook
📚3.3kThe secrets to building world-class LLMs
-
Evaluation Guidebook
📝358Explore LLM benchmark scores over time
-
FineVision: Open Data is All You Need
📝236A new open-source dataset for training VLMs
Vision Spaces created by me
Spaces where I've collaborated or that I consider unique!
Training coding agents inside RL environments with TRL and OpenEnv. Two demos, one per way of connecting an agent to a trainer.
Blog: https://huggingface.co/blog/sergiopaniego/bringing-carla-to-openenv-trl/
Spaces to compare vision models — there’s no single best model, only the best one for your specific use case.
This collection includes all the models, datasets and Spaces mentioned in the blog Vision Language Models: 2025 Update
An off-the-shelf coding agent, left untouched, trained through its own harness with TRL and OpenEnv.
Training coding agents inside RL environments with TRL and OpenEnv. Two demos, one per way of connecting an agent to a trainer.
Training Agents Class 2 (distillation): script, pi-mono-chat dataset, distilled Qwen3 checkpoints, and the 2 Trackio dashboards.
Blog: https://huggingface.co/blog/sergiopaniego/bringing-carla-to-openenv-trl/
In-depth technical articles and research pieces published by Hugging Face
-
The Ultra-Scale Playbook
🌌4.03kThe ultimate guide to training LLM on large GPU Clusters
-
The Smol Training Playbook
📚3.3kThe secrets to building world-class LLMs
-
Evaluation Guidebook
📝358Explore LLM benchmark scores over time
-
FineVision: Open Data is All You Need
📝236A new open-source dataset for training VLMs
Vision Spaces created by me
Spaces to compare vision models — there’s no single best model, only the best one for your specific use case.
Spaces where I've collaborated or that I consider unique!
This collection includes all the models, datasets and Spaces mentioned in the blog Vision Language Models: 2025 Update