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Information updates and press releases issued by nCode

blog 1

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider  structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the differences are critical—and practical.

Mar 20th 2025
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blog 1

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider  structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the differences are critical—and practical.

Mar 20th 2025
Read More
blog 1

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider  structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the differences are critical—and practical.

Mar 20th 2025
Read More

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the

Mar 20th 2025
Read More
blog 1

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the

Mar 20th 2025
Read More

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the

Mar 20th 2025
Read More

LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider  structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the differences are critical—and practical.

mar 20th 2025
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mar 20th 2025
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What is Lorem Ipsum?

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

mar 20th 2025
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What is Lorem Ipsum?

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

mar 20th 2025
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LSM vs LLMs: Smarter mRNA Sequence Design with Transformer Networks

Since Covid-19, mRNA based therapeutics have emerged as effective alternatives and hence design of mRNA sequences is an urgent and essential step. Smart design AI models are essential since traditional codon optimization algorithms will take years to optimize from a huge number of sequence possibilities. Also, it is very much essential to consider structural information along with biological sequences unlike general language sequences. Recently, there is much attention towards transformer networks that have emerged as powerful tools in biological sequence modeling such as from predicting 3' UTRs to optimizing mRNA stability, transformers are reshaping how we design genetic constructs. But when it comes to choosing Large Sequence Models (LSM) vs Large Language Models (LLMs) for mRNA sequence design, the

Mar 20th 2025
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