Search Results for author: Sayan Layek

Found 4 papers, 2 papers with code

How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queries

1 code implementation23 Feb 2024 Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee

We query a series of LLMs -- Llama-2-13b, Llama-2-7b, Mistral-V2 and Mistral 8X7B -- and ask them to generate both text and instruction-centric responses.

Model Editing Response Generation

Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models

1 code implementation19 Jan 2024 Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria

In the rapidly advancing field of artificial intelligence, the concept of Red-Teaming or Jailbreaking large language models (LLMs) has emerged as a crucial area of study.

Model Editing

Redefining Developer Assistance: Through Large Language Models in Software Ecosystem

no code implementations9 Dec 2023 Somnath Banerjee, Avik Dutta, Sayan Layek, Amruit Sahoo, Sam Conrad Joyce, Rima Hazra

In this paper, we delve into the advancement of domain-specific Large Language Models (LLMs) with a focus on their application in software development.

Link Prediction named-entity-recognition +4

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