https://internationalhatestudies.com/publications/towards-safer-pretraining-analyzing-and-filtering-harmful-content-in-webscale-datasets-for-responsible-llms/
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for...
harmful contenttowardssaferpretraininganalyzing
https://aclanthology.org/2025.findings-acl.712/
Craw4LLM: Efficient Web Crawling for LLM Pretraining - ACL Anthology
Shi Yu, Zhiyuan Liu, Chenyan Xiong. Findings of the Association for Computational Linguistics: ACL 2025. 2025.
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https://www.zenml.io/llmops-database/domain-adapted-llms-through-continued-pretraining-on-e-commerce-data
Ebay: Domain-Adapted LLMs Through Continued Pretraining on E-commerce Data - ZenML LLMOps Database
eBay developed customized large language models by adapting Meta's Llama 3.1 models (8B and 70B parameters) to the e-commerce domain through continued...
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https://aiweekly.co/alerts/dwarkesh-study-data-beat-model-recipes-324x-in-pretraining
Dwarkesh Study: Data Beat Model Recipes 3.24x in Pretraining | AI Weekly
Dwarkesh Patel and Jerry Han report that between 2019 and 2025, data improvements delivered roughly 3.24 times more compute-efficiency gains in…
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https://110010.art/r/b914b0fde32742ed/
Format-aware fusion for fast FP4 pretraining … · 110010.art
arXiv:2610.00053v1 Announce Type: new Abstract: Four-bit floating-point (FP4) Tensor Cores accelerate matrix multiplication, but scale computation, operand...
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https://huggingface.co/spaces/RaoFoundation/pretraining-leaderboard/commits/main
Commits · RaoFoundation/pretraining-leaderboard
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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https://huggingface.co/collections/HuggingFaceTB/smollm3-pretraining-datasets
SmolLM3 pretraining datasets - a HuggingFaceTB Collection
datasets used in SmolLM3 pretraining
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https://www.wispaper.ai/zh/blog/sharpness-aware-pretraining-mitigates-catastrophic-forgetting-20260509/zho
Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting
本文提出了利用 Sharpness-Aware Pretraining(锐度感知预训练)来缓解大语言模型在微调或量化过程中的 Catastrophic Forgetting(灾难性遗忘)。核心方法包括引入 SAM...
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https://arxiv.org/abs/2607.09657v1
[2607.09657v1] Scalable Visual Pretraining for Language Intelligence
Abstract page for arXiv paper 2607.09657v1: Scalable Visual Pretraining for Language Intelligence
for languagescalablevisualpretrainingintelligence
https://www.profrod.ai/roles/pretraining
Pretraining Researcher and Engineer Jobs | Prof Rod
21 recorded pretraining researcher and engineer roles at 10 frontier labs. Compare required skills, reported pay and labs, with lessons to help you prepare.
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https://mokshious.com/tag/ai-pretraining-data/
AI Pretraining Data Archives - Mokshious
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https://www.oumi.ai/docs/en/latest/_modules/oumi/datasets/pretraining/tiny_stories.html
oumi.datasets.pretraining.tiny_stories — Oumi OSS
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https://huggingface.co/papers/2501.00958
Paper page - 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
Join the discussion on this paper page
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https://www.keuper-labs.org/research/2025-a-granular-study-of-safety-pretraining-under-model-abliteration/
A Granular Study of Safety Pretraining under Model Abliteration | Keuper Labs
Do safety-training gains survive edits to a model's internal activations? This checkpoint-level study tests refusal behavior before and after abliteration and...
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https://stackfutures.com/blog/uncensored-models-flinch-pretrain-censorship-benchmark-2026/
"Uncensored" AI Models Are Quietly Censored at the Pretraining Level — Researchers Quantify the Gap...
A new benchmark measures the "flinch" — how safety-filtered pretraining suppresses charged words independent of instruction tuning. Across 1,117 words and 7...
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https://chat.powerdrill.ai/discover/summary-med-ar-autoregressive-vision-language-pretraining-cmuivvfllic9q07r6896fzg94
Med-AR: Autoregressive Vision-Language Pretraining for Long-Tailed Chest X-Ray Classification and...
Med-AR: Autoregressive Vision-Language Pretraining for Long-Tailed Chest X-Ray Classification and Uncertainty-Aware Evaluation
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https://hyper.ai/en/datasets/43428
Nemotron-Pretraining-Code-v1 Code Dataset | Datasets | HyperAI
Nemotron-Pretraining-Code-v1 is a carefully selected large-scale code dataset released by NVIDIA in 2025. The related paper is titled "NVIDIA Nemotron Nano 2:...
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