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[2308.06259] Self-Alignment with Instruction Backtranslation - arXiv.org
We present a scalable method to build a high quality instruction following language model by automatically labelling human-written text with corresponding instructions. Our approach, named instruction backtranslation, starts with a language model finetuned on a small amount of seed data, and a given web corpus. The seed model is used to construct training examples by generating instruction ...
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Instruction in Spanish | English to Spanish Translation ...
Translate Instruction. See 7 authoritative translations of Instruction in Spanish with example sentences and audio pronunciations.
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Binary translation - Wikipedia
In computing, binary translation is a form of binary recompilation where sequences of instructions are translated from a source instruction set (ISA) to the target instruction set with respect to the operating system for which the binary was compiled for. In some cases such as instruction set simulation, the target instruction set may be the same as the source instruction set, providing ...
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Better Alignment with Instruction Back-and-Forth Translation
We propose a new method, instruction back-and-forth translation, to improve the quality of instruction-tuning data used for aligning large language models (LLMs). Given preprocessed texts from an initial web corpus (e.g. Dolma (Soldaini et al., 2024)), we generate synthetic instructions using the backtranslation approach proposed by Li et al ...
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Instruction Translation: Boost Global Accuracy And Compliance
Step 3: Instruction translation. This step focuses on delivering accurate translations that align with the purpose of the instructional content. Translators use specialized tools and methodologies to maintain consistency and quality throughout the project. By working systematically, they ensure every material segment is translated without ...
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INSTRUCTION - Definition & Translations | Collins English Dictionary
Discover everything about the word "INSTRUCTION" in English: meanings, translations, synonyms, pronunciations, examples, and grammar insights - all in one comprehensive guide.
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GitHub - wxjiao/InstructMT: A collection of instruction data and ...
Below lists the resources of high-quality translation data for instruction tuning. You can access the data through the links. The previous links are problematic, now they are fixed. Data Source Zh-En En-Zh De-En En-De Format ; Translation : newstest17-20 : 12.2k : 12.2k : 13.3k : 13.3k `TXT` MQM-Score : newstest20 : 20.0k : n/a : n/a : 14.1k
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instruction - English-Spanish Dictionary - WordReference.com
instruction - Translation to Spanish, pronunciation, and forum discussions. instructions npl (directions, steps to complete [sth]): instrucciones nfpl: Please read the instructions carefully before using this appliance.
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A Translation Principle Study of English Product Instruction from the ...
outsourcing translation of product instruction only gives the basic or the literal meaning from the source language but ignores product localization to the target consumers. Functionalism, as a theory, which best deals with the equifunctional translation, can serves as a general guide to product instruction translation.
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On Instruction-Finetuning Neural Machine Translation Models
Our instruction-finetuning recipe for NMT models enables customization of translations for a limited but disparate set of translation-specific tasks.We show that NMT models are capable of following multiple instructions simultaneously and demonstrate capabilities of zero-shot composition of instructions.We also show that through instruction ...
Binary translation
In computing, binary translation is a form of binary recompilation where sequences of instructions are translated from a source instruction set (ISA) to the target instruction set with respect to the operating system for which the binary was compiled for. In some cases such as instruction set simulation, the target instruction set may be the same as the source instruction set, providing ...
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