3 papers
cs.LG2025
Fine-Tuning Small Language Models for Domain-Specific AI: An Edge AI Perspective
Rakshit Aralimatti, Syed Abdul Gaffar Shakhadri, Kruthika KR +1
Deploying large scale language models on edge devices faces inherent challenges such as high computational demands, energy consumption, and potential data privacy risks. This paper…
cs.CV2025
Shakti-VLMs: Scalable Vision-Language Models for Enterprise AI
Syed Abdul Gaffar Shakhadri, Kruthika KR, Kartik Basavaraj Angadi
We introduce Shakti VLM, a family of vision-language models in the capacity of 1B and 4B parameters designed to address data efficiency challenges in multimodal learning. While rec…
cs.CL2025
Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models
Syed Abdul Gaffar Shakhadri, Kruthika KR, Kartik Basavaraj Angadi
We propose Samba ASR,the first state of the art Automatic Speech Recognition(ASR)model leveraging the novel Mamba architecture as both encoder and decoder,built on the foundation o…