karthik-codex
I explore, develop applications/tools, and write about things at the intersection of computational mechanics, material science, and generative AI.
Eaton CorporationSouthfield, MI, USA
Pinned Repositories
autogen_FEA
Conversational agents for engineering simulations with minimal human input using Microsoft AutoGen & GPT-4o.
Autogen_GraphRAG_Ollama
Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot
unsloth_finetune
Dataset generation, pre-train, fine-tune and test inference of LLMs using Unsloth
FEMcy
a finite element solver based on Taichi, being parallel (CPU/GPU), portable and open-source
differentiable-simulation-am
An optimization tool for additive manufacturing using automatic differentiation
unsloth
Finetune Llama 3.2, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
karthik-codex's Repositories
karthik-codex/autogen_FEA
Conversational agents for engineering simulations with minimal human input using Microsoft AutoGen & GPT-4o.
karthik-codex/unsloth_finetune
Dataset generation, pre-train, fine-tune and test inference of LLMs using Unsloth
karthik-codex/Autogen_GraphRAG_Ollama
Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot