Jonatan Borkowski's picture

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Jonatan Borkowski PRO

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jborkowski

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reacted to sergiopaniego's post with ❤️ 2 days ago

This super detailed tutorial by @Paulescu is pure gold 🪙 "Fine-tuning a Small Language Model for browser control with GRPO and OpenEnv" LFM2-350M (@LiquidAI) + BrowserGym (OpenEnv) + GRPO (TRL) for learning browser control 🤝 https://paulabartabajo.substack.com/p/fine-tuning-lfm2-350m-for-browser

liked a Space 4 days ago

hysts/daily-papers

reacted to sergiopaniego's post with 🚀 4 days ago

Google DeepMind releases FunctionGemma, a 240M model specialized in 🔧 tool calling, built for fine-tuning TRL has day-0 support. To celebrate, we’re sharing 2 new resources: > Colab guide to fine-tune it for 🌐 browser control with BrowserGym OpenEnv > Standalone training script > Colab notebook: https://colab.research.google.com/github/huggingface/trl/blob/main/examples/notebooks/grpo_functiongemma_browsergym_openenv.ipynb > Training script: https://github.com/huggingface/trl/blob/main/examples/scripts/openenv/browsergym_llm.py (command to run it inside the script) > More notebooks in TRL: https://huggingface.co/docs/trl/example_overview#notebooks

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Organizations

upvoted a paper 4 days ago

Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset

Paper • 2403.09029 • Published Mar 14, 2024 • 56

upvoted a paper 5 days ago

SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios

Paper • 2512.18470 • Published 11 days ago • 9

upvoted a paper about 2 months ago

To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45

upvoted a paper 2 months ago

OctoPack: Instruction Tuning Code Large Language Models

Paper • 2308.07124 • Published Aug 14, 2023 • 31

upvoted a collection 2 months ago

💫 StarCoder2

StarCoder2 models and datasets! • 8 items • Updated Mar 1, 2024 • 89

upvoted 3 papers 2 months ago

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28 • 98

TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar

Paper • 2510.14972 • Published Oct 16 • 34

LaSeR: Reinforcement Learning with Last-Token Self-Rewarding

Paper • 2510.14943 • Published Oct 16 • 39

upvoted a paper 3 months ago

Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks

Paper • 2510.08002 • Published Oct 9 • 23

upvoted a collection 3 months ago

Learning from examples - training/inference

10 items • Updated Nov 22 • 2

upvoted a paper 3 months ago

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1 • 106

upvoted a paper 4 months ago

SoundStorm: Efficient Parallel Audio Generation

Paper • 2305.09636 • Published May 16, 2023 • 13