Dr. Joao Paulo Schwarz Schuler PRO

schuler

6 7

https://www.researchgate.net/profile/Joao-Paulo-Schwarz-Schuler

joaopauloschuler

AI & ML interests

artificial intelligence

Recent Activity

posted an update about 8 hours ago

**Everyone says Pascal died in the 90s.** Meanwhile, this Free Pascal library runs GPT-style transformers, Mixture-of-Experts, RWKV, xLSTM, spiking neurons, and normalizing flows, natively, with no Python nor CUDA lock-in. These models have been tested and they run in pure Free Pascal: * HuggingFaceTB/SmolLM2-1.7B-Instruct * Qwen/Qwen2.5-{0.5B,1.5B,3B,7B,14B,32B}-Instruct * Qwen/Qwen3-0.6B * Qwen/Qwen3-30B-A3B-Thinking-2507 * TinyLlama/TinyLlama-1.1B-Chat-v1.0 * mistralai/Mistral-7B-Instruct-v0.3 * microsoft/Phi-3-mini-4k-instruct * allenai/OLMoE-1B-7B-0125-Instruct * state-spaces/mamba-130m-hf * openai-community/gpt2 https://github.com/joaopauloschuler/neural-api

reacted to ajibawa-2023's post with 👍 5 months ago

PHP-Code-Large Dataset: https://huggingface.co/datasets/ajibawa-2023/PHP-Code-Large PHP-Code-Large is a large-scale corpus of PHP source code comprising more than 12 million lines of PHP code. The dataset is designed to support research in large language model (LLM) pretraining, code intelligence, software engineering automation, and static program analysis for the PHP ecosystem. By providing a high-volume, language-specific corpus, PHP-Code-Large enables systematic experimentation in PHP-focused model training, domain adaptation, and downstream code understanding tasks. PHP-Code-Large addresses the need for a dedicated PHP-only dataset at substantial scale, enabling focused research across backend systems, CMS platforms, APIs, and full-stack PHP environments.

posted an update 5 months ago

⚡ Speaking is faster than typing - BPSA - Powerful Open Source Agentic Coding Tool with Voice Support - a smolagents fork - Interactive REPL CLI Tool - New Voice Support! ♿ Accessibility — It's a huge benefit for people with mobility issues, dyslexia, or other conditions that make typing difficult. 🖐️ Hands-free operation — You can dictate while doing other things, like looking at documents or moving around. https://github.com/joaopauloschuler/beyond-python-smolagents/

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posted an update about 8 hours ago

Post

**Everyone says Pascal died in the 90s.** Meanwhile, this Free Pascal library runs GPT-style transformers, Mixture-of-Experts, RWKV, xLSTM, spiking neurons, and normalizing flows, natively, with no Python nor CUDA lock-in.

These models have been tested and they run in pure Free Pascal:
* HuggingFaceTB/SmolLM2-1.7B-Instruct
* Qwen/Qwen2.5-{0.5B,1.5B,3B,7B,14B,32B}-Instruct
* Qwen/Qwen3-0.6B
* Qwen/Qwen3-30B-A3B-Thinking-2507
* TinyLlama/TinyLlama-1.1B-Chat-v1.0
* mistralai/Mistral-7B-Instruct-v0.3
* microsoft/Phi-3-mini-4k-instruct
* allenai/OLMoE-1B-7B-0125-Instruct
* state-spaces/mamba-130m-hf
* openai-community/gpt2

https://github.com/joaopauloschuler/neural-api

reacted to ajibawa-2023's post with 👍 5 months ago

Post

2593

PHP-Code-Large

Dataset: ajibawa-2023/PHP-Code-Large

PHP-Code-Large is a large-scale corpus of PHP source code comprising more than 12 million lines of PHP code. The dataset is designed to support research in large language model (LLM) pretraining, code intelligence, software engineering automation, and static program analysis for the PHP ecosystem.

By providing a high-volume, language-specific corpus, PHP-Code-Large enables systematic experimentation in PHP-focused model training, domain adaptation, and downstream code understanding tasks.

PHP-Code-Large addresses the need for a dedicated PHP-only dataset at substantial scale, enabling focused research across backend systems, CMS platforms, APIs, and full-stack PHP environments.

posted an update 5 months ago

Post

2211

⚡ Speaking is faster than typing - BPSA - Powerful Open Source Agentic Coding Tool with Voice Support - a smolagents fork - Interactive REPL CLI Tool - New Voice Support!
♿ Accessibility — It's a huge benefit for people with mobility issues, dyslexia, or other conditions that make typing difficult.
🖐️ Hands-free operation — You can dictate while doing other things, like looking at documents or moving around.

https://github.com/joaopauloschuler/beyond-python-smolagents/

posted an update 5 months ago

Post

221

⚡ Install AI-powered coding assistance in under 1 minute - watch the quick demo to see how easy setup can be.
https://github.com/joaopauloschuler/beyond-python-smolagents

posted an update 6 months ago

Post

194

BPSA - a smolagents fork - Powerful Interactive REPL CLI Tool for Agentic Coding
https://github.com/joaopauloschuler/beyond-python-smolagents?tab=readme-ov-file#cli-bpsa

Includes context compression and plenty of file manipulation tools to make efficient context usage.

replied to their post 6 months ago

I finished coding the first version of bp_cli.py.

replied to their post 6 months ago

I started coding it. It has context compression and plenty other tricks:
https://github.com/joaopauloschuler/beyond-python-smolagents/blob/development6/src/smolagents/bp_cli.py

replied to their post 6 months ago

This is an excellent idea...

posted an update 6 months ago

Post

226

🚀 Excited to share the most starred fork of @huggingface 's smolagents with game-changing additions:

🗜️ Context compression - LLM-based summarization for long-running tasks
⚡ Native Python execution via exec - no restrictions
🔄 Infinite runtime - agents that keep coding/working from a single prompt
🌐 Multi-language support - Pascal, PHP, C++, Java & more
🛠️ Developer agent tools - compile, test, debug across languages
👥 Multi-agent collaboration - tackle complex problems together
🚀 Colab integration - use google.colab.ai models

Check it out on GitHub ⭐
https://github.com/joaopauloschuler/beyond-python-smolagents