Şuayp Talha Kocabay

suayptalha

AI & ML interests

NLP, LLMs, Transformers, Merging, RNNs, CNNs, ANNs, Computer Vision and ML algorithms

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TÜBİTAK Science High School AI Club's profile picture scikit-learn's profile picture Hugging Face Discord Community's profile picture Abra Muhara's profile picture Nerdy Face's profile picture Intelligent Estate's profile picture CipherAI's profile picture open/ acc's profile picture

suayptalha's activity

replied to their post about 1 hour ago
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Thank you for your reply, but I never intended to mislead anyone. This post was not entirely created with AI. We spent hours working on the models and dataset preparation and are proud of our efforts. I expected more constructive criticism.

reacted to their post with 🔥 about 6 hours ago
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505
🚀 Introducing Substitution Cipher Solvers!

As @suayptalha and @Synd209 we are thrilled to share an update!

🔑 This project contains a text-to-text model designed to decrypt English and Turkish text encoded using a substitution cipher. In a substitution cipher, each letter in the plaintext is replaced by a corresponding, unique letter to form the ciphertext. The model leverages statistical and linguistic properties of English to make educated guesses about the letter substitutions, aiming to recover the original plaintext message.

These models were fine-tuned on T5-base. The models are for monoalphabetic English and Turkish substitution ciphers, and they output decoded text and the alphabet with an accuracy that has never been achieved before!

Example:

Encoded text: Z hztwgx tstcsf qf z ulooqfe osfuqb tzx uezx awej z ozewsbe vlfwby fsmqisfx.

Decoded text: A family member or a support person may stay with a patient during recovery.

Model Collection Link: Cipher-AI/substitution-cipher-solvers-6731ebd22f0f0d8e0e2e2e00

Organization Link: https://huggingface.co/Cipher-AI

Stay tuned for the paper 🤗!
  • 2 replies
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posted an update about 11 hours ago
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Post
505
🚀 Introducing Substitution Cipher Solvers!

As @suayptalha and @Synd209 we are thrilled to share an update!

🔑 This project contains a text-to-text model designed to decrypt English and Turkish text encoded using a substitution cipher. In a substitution cipher, each letter in the plaintext is replaced by a corresponding, unique letter to form the ciphertext. The model leverages statistical and linguistic properties of English to make educated guesses about the letter substitutions, aiming to recover the original plaintext message.

These models were fine-tuned on T5-base. The models are for monoalphabetic English and Turkish substitution ciphers, and they output decoded text and the alphabet with an accuracy that has never been achieved before!

Example:

Encoded text: Z hztwgx tstcsf qf z ulooqfe osfuqb tzx uezx awej z ozewsbe vlfwby fsmqisfx.

Decoded text: A family member or a support person may stay with a patient during recovery.

Model Collection Link: Cipher-AI/substitution-cipher-solvers-6731ebd22f0f0d8e0e2e2e00

Organization Link: https://huggingface.co/Cipher-AI

Stay tuned for the paper 🤗!
  • 2 replies
·