Şuayp Talha Kocabay
suayptalha
AI & ML interests
NLP, LLMs, Transformers, Merging, RNNs, CNNs, ANNs, Computer Vision and ML algorithms
Recent Activity
replied to
their
post
about 10 hours ago
🚀 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: https://huggingface.co./collections/Cipher-AI/substitution-cipher-solvers-6731ebd22f0f0d8e0e2e2e00
Organization Link: https://huggingface.co./Cipher-AI
Stay tuned for the paper 🤗!
reacted
to
their
post
with 🔥
about 16 hours ago
🚀 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: https://huggingface.co./collections/Cipher-AI/substitution-cipher-solvers-6731ebd22f0f0d8e0e2e2e00
Organization Link: https://huggingface.co./Cipher-AI
Stay tuned for the paper 🤗!
posted
an
update
about 21 hours ago
🚀 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: https://huggingface.co./collections/Cipher-AI/substitution-cipher-solvers-6731ebd22f0f0d8e0e2e2e00
Organization Link: https://huggingface.co./Cipher-AI
Stay tuned for the paper 🤗!
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suayptalha's activity
Adding `safetensors` variant of this model
#1 opened 6 days ago
by
SFconvertbot
Adding `safetensors` variant of this model
#2 opened 6 days ago
by
SFconvertbot
Adding `safetensors` variant of this model
#3 opened 6 days ago
by
SFconvertbot
Adding `safetensors` variant of this model
#3 opened 16 days ago
by
SFconvertbot
Adding Evaluation Results
#1 opened about 1 month ago
by
leaderboard-pr-bot
Adding Evaluation Results
#2 opened about 1 month ago
by
suayptalha
Adding Evaluation Results
#1 opened about 1 month ago
by
leaderboard-pr-bot
Adding `safetensors` variant of this model
#1 opened about 1 month ago
by
suayptalha
Adding `safetensors` variant of this model
#1 opened about 1 month ago
by
suayptalha