Name: Bala
Type: User
Company: Microsoft
Bio: Provide leadership on Digital Transformation with Artificial Intelligence and Cloud based Digital Solutions. Provide leadership in AI,ML, Big Data, IIoT
Location: oakcreek wi
Blog: http://balakreshnan.github.io/
Bala's Projects
Efficient long-context fine-tuning, supervised fine-tuning, LongQA dataset.
Manufacturing Vision Accelerator for Nvidia ARM64v8 devices, i.e. Xavier.
Mark down ide repo
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
Miwaukee Tools
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
Reference implementation of Mistral AI 7B v0.1 model.
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Machine Learning in Production
Github action MLOps
Azure MLOps (v2) solution accelerators.
MLOps with Github Actions
ML Ops Open Hack 2020
MLOps using Azure ML Services and Azure DevOps
Providing tools and templates to facilitate modern MLOps practices
MS learn ML Ops
Minimalistic large language model 3D-parallelism training
Drive a browser with GPT-3
Model to predict NBA games
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
NeMo Megatron launcher and tools
Starter pack for NeurIPS LLM Efficiency Challenge 2023.
NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day