Daniel van Strien's picture

Daniel van Strien PRO

davanstrien

·

https://danielvanstrien.xyz/

AI & ML interests

Machine Learning Librarian

Recent Activity

published a dataset 5 minutes ago

davanstrien/grpo-completions

posted an update about 1 hour ago

📊 Introducing "Hugging Face Dataset Spotlight" 📊 I'm excited to share the first episode of our AI-generated podcast series focusing on nice datasets from the Hugging Face Hub! This first episode explores mathematical reasoning datasets: - https://huggingface.co./datasets/SynthLabsAI/Big-Math-RL-Verified: Over 250,000 rigorously verified problems spanning multiple difficulty levels and mathematical domains - https://huggingface.co./datasets/open-r1/OpenR1-Math-220k: 220,000 math problems with multiple reasoning traces, verified for accuracy using Math Verify and Llama-3.3-70B models. - https://huggingface.co./datasets/facebook/natural_reasoning: 1.1 million general reasoning questions carefully deduplicated and decontaminated from existing benchmarks, showing superior scaling effects when training models like Llama3.1-8B-Instruct. Plus a bonus segment on https://huggingface.co./datasets/bespokelabs/bespoke-manim! https://www.youtube.com/watch?v=-TgmRq45tW4

reacted to stefan-it's post with 🔥 about 2 hours ago

After running some 3DMark and FurMark benchmarks on Windows to make sure that my new 5090 is not causing melting cables [1] and some nice shots with a thermal camera (I don't think that's too much), running some fine-tuning experiments with my favorite Flair & Transformers libraries are very easy to perform. Important steps: Good idea is to start with a fresh Ubuntu 24.04 installation with latest CUDA 12.8 and the open NVIDIA driver - follow more advices from [2]: ```bash sudo apt -y install cuda-toolkit-12-8 nvidia-open ``` I tried update from an existing Ubuntu installation with an older CUDA and driver version and it resulted in a non-startable system. If you are using PyTorch 2.6 with built CUDA 12.6 it will result in: ```bash NVIDIA Graphics Device with CUDA capability sm_120 is not compatible with the current PyTorch installation. The current PyTorch install supports CUDA capabilities sm_50 sm_60 sm_70 sm_75 sm_80 sm_86 sm_90. ``` But no worries! For PyTorch you need just to use a nightly 2.7 version that was built with CUDA 12.8. This can easily done via: ```bash pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cu128 ``` After that the latest Flair version can be installed and fine-tuning will work! References: [1]: https://www.reddit.com/r/nvidia/comments/1inpox7/rtx_50_series_12vhpwr_megathread/ [2]: https://developer.nvidia.com/cuda-downloads?target_os=Linux&target_arch=x86_64&Distribution=Ubuntu&target_version=24.04&target_type=deb_network

View all activity

Organizations

davanstrien's activity

New activity in bespokelabs/bespoke-manim 1 day ago

add curator tag

#2 opened 1 day ago by

New activity in pimpalgaonkar/poems_test 1 day ago

add curator tag

#2 opened 1 day ago by

New activity in pimpalgaonkar/poems_test_2 1 day ago

add curator tag

#1 opened 1 day ago by

New activity in mlfoundations-dev/math_stratos_scale_judged_and_annotated_with_difficulty_incorrect_and_hardest_reannnotated_2 1 day ago

add curator tag

#2 opened 1 day ago by

New activity in mlfoundations-dev/hardmath_r1 1 day ago

fix tags

#1 opened 1 day ago by

New activity in mlfoundations-dev/numina_math_1_5_extra_r1 1 day ago

fix tags

#1 opened 1 day ago by

New activity in mlfoundations-dev/putnambench_r1 1 day ago

fix tags

#1 opened 1 day ago by

New activity in mlfoundations-dev/pdf_science_questions_verifiable_r1_traces__2_24_25 1 day ago

fix tags

#1 opened 1 day ago by

New activity in mlfoundations-dev/s1.2 1 day ago

fix tags

#1 opened 1 day ago by

New activity in mlfoundations-dev/pdf_science_questions_verified_r1_traces__2_24_25 1 day ago

fix tags syntax

#1 opened 1 day ago by

New activity in mlfoundations-dev/scp_r1_annotation_part1_first_20k 1 day ago

fix tags syntax

#1 opened 1 day ago by

New activity in mlfoundations-dev/s1K-claude-3-7-sonnet-16k 1 day ago

fix tags synatx

#1 opened 1 day ago by

New activity in mlfoundations-dev/scp_116k_r1_annotation__part1_40k 1 day ago

fix tag synatx

#1 opened 1 day ago by

New activity in mlfoundations-dev/putnam_bench_r1 1 day ago

fix tag

#1 opened 1 day ago by

New activity in simplescaling/s1K-claude-3-7-sonnet 1 day ago

fix tag

#2 opened 1 day ago by

New activity in librarian-bots/dataset-language-detection-api 3 days ago

more robust colum names

#1 opened 3 days ago by

commented 2 papers 8 days ago

LLM Agents Making Agent Tools

Paper • 2502.11705 • Published 11 days ago • 2 •

LLM Agents Making Agent Tools

Paper • 2502.11705 • Published 11 days ago • 2 •

New activity in zed-industries/zeta 8 days ago

Add a bit more information to the dataset card

#2 opened 8 days ago by

New activity in davanstrien/Smol-Hub-tldr 10 days ago

dataset? (if it's this one)

#1 opened 14 days ago by