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AmanPriyanshu / Stratified-LLM-Subsets-100K-1M-Scale

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Stratified LLM Subsets delivers diverse training data at 100K-1M scales across pre-training (FineWeb-Edu, Proof-Pile-2), instruction-following (Tulu-3, Orca AgentInstruct), and reasoning distillation (Llama-Nemotron). Embedding-based k-means clustering ensures maximum diversity across 5 high-quality open datasets.

training diversity data deep-learning dataset pretrained-models reasoning training-data fine-tuning finetuning sft pre-training instruction-following llm llms instruction-tuning llm-training llm-datasets finetuning-llms llm-training-data
  • Updated Oct 4, 2025
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