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Gabriel Martín Blázquez

gabrielmbmb
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https://gabrielmb.com

AI & ML interests

ML Engineer

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reacted to anton-l's post with 🚀 13 days ago
Introducing 📐𝐅𝐢𝐧𝐞𝐌𝐚𝐭𝐡: the best public math pre-training dataset with 50B+ tokens! https://huggingface.co/datasets/HuggingFaceTB/finemath Math remains challenging for LLMs and by training on FineMath we see considerable gains over other math datasets, especially on GSM8K and MATH. We build the dataset by: 🛠️ carefully extracting math data from Common Crawl; 🔎 iteratively filtering and recalling high quality math pages using a classifier trained on synthetic annotations to identify math reasoning and deduction. We conducted a series of ablations comparing the performance of Llama-3.2-3B-Base after continued pre-training on FineMath and observe notable gains compared to the baseline model and other public math datasets. We hope this helps advance the performance of LLMs on math and reasoning! 🚀 We’re also releasing all the ablation models as well as the evaluation code. https://huggingface.co/collections/HuggingFaceTB/finemath-6763fb8f71b6439b653482c2
updated a dataset 14 days ago
gabrielmbmb/gsm8k-reasoning-paths-combined
upvoted a paper 14 days ago
Qwen2.5 Technical Report
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