1/100 → 44/100: fine-tuning a 450M VLM on 50K browser screenshots
2.85T2 sourcer/LocalLLaMA
r/LocalLLaMAoriginal source ↗
Source record
Published by r/LocalLLaMA (T2 source). The original is at https://www.reddit.com/r/LocalLLaMA/comments/1vw9k4k/1100_44100_finetuning_a_450m_vlm_on_50k_browser/.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryA user fine-tuned a 450M-parameter vision-language model on 50,000 browser screenshots, raising task accuracy from 1/100 to 44/100 on a reported benchmark.
Why it mattersConcrete small-model fine-tuning recipe with a measurable benchmark jump on browser screenshots — directly useful for lightweight browser-agent builders.
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