Instruction Mining:High-Quality Instruction Data Selection for Large Language Models - Code World

Instruction Mining:High-Quality Instruction Data Selection for Large Language Models

News 2023-08-06 15:51:15 views: null

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Origin blog.csdn.net/qq_18555105/article/details/131731790

Instruction Mining:High-Quality Instruction Data Selection for Large Language Models

Paper: Translation and Interpretation of "Instruction Tuning for Large Language Models: A Survey—A Survey of Instruction Tuning for Large Language Models"

The most comprehensive overview of Instruction Tuning for large language models: from data sets to technical analysis

How to automatically identify high-quality instruction data from data sets - the use of IFD indicators

[Instruction fine-tuning of LLM series] Long story short, "Prompt" for instruction fine-tuning of large models

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LLMs scaling instruction model Scaling instruction models FLAN (Fine-tuned LAnguage Net, fine-tuned language network)

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Assembly language --sbb instruction

Assembly language --iret instruction

Assembly language - loop instruction

Assembly language --call instruction

Assembly language --mul instruction

Linux common instruction large broadcasting

【LLM Series FLAN-T5/PaLM】Scaling Instruction-Finetuned Language Models

Assembly language--int instruction

Assembly language--adc instruction

Assembly language--div instruction

Assembly language--jcxz instruction

Assembly language--cmp instruction

Assembly language--jmp instruction

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Large-scale language model fine-tuning technology - the difference and connection between Instruction and Question

Long text of 10,000 words - A review of large language model instruction tuning

How long instruction data to be processed?

47 instruction cycle data flow

The Evolution of Large Language Models

Vector Databases: A Linker for Enterprise Data and Large Language Models

Bring Your Data！Self- supervised Evolution of Large Language Models

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