Dogukan Uraz TunainITNEXTStructured Outputs Effectively with GPT-4o Function Calling on Financial CalculationsHi everyone, welcome to this week’s post! Today, we’re diving into an exciting new feature from OpenAI — the Structured Outputs via API…Aug 17Aug 17
Dogukan Uraz TunaTraining RL Agent with Policy Gradients with Parameter-based Exploration for Custom ObjectiveLet’s train RL agent with neuroevolutionary strategy using Jax.Aug 5Aug 5
Dogukan Uraz TunainITNEXTWriting AI Agent with Rust from Scratch, Deploying to Edge with WebAssembly — OS Week 1Let’s write AI agent with Rust from scratch, deploy to the client-side edge with WebAssembly…Jul 292Jul 292
Dogukan Uraz TunainITNEXTEnhancing Performance with C/C++ Code Execution for Langchain AgentsFor various algorithms, logics or calculations, it can be more effective to have the LLM generate code to perform the computation, and then…Jul 18Jul 18
Dogukan Uraz TunainITNEXTOpenAI’s Code Execution Runtime & Replicating Sandboxing InfrastructureLooking into OpenAI’s code execution runtime for Assistants API and replicating its sandboxing infrastructure on Google Kubernetes Engine.Jul 2Jul 2
Dogukan Uraz TunaUtilizing Airflow for Planning, Scheduling, Executing and Scaling AI Agentic WorkloadsMy summarized thought about this convergence: Despite having such a setup, a toy agent setup, as a conclusion, I believe the Airflow engine…May 6May 6
Dogukan Uraz TunaLinen Modules for Simple Long Convolutions Sequence Modeling with Log-Linear Time ComplexityIntroducing the LongConv-Jax. Implementation of the “Simple Long Convolutions Sequence Modeling” paper in Jax library.Mar 20Mar 20
Dogukan Uraz TunaReleasing Tri-RMSNorm: Yielding Speed-up for Training Stabilization + [Let’s Review] Root Mean…In this blog post, releasing accelerated Tri-RMSNorm compute kernel v0.1.0 and going into the details of LayerNorm and RMSNorm processes.Mar 14Mar 14
Dogukan Uraz Tuna[Let’s Review] Gradient Ascent + Jax ImplementationIntroduction to gradient ascent algorithm and its use in Jax/FLAX models through GradientAscent-Jax packaged, implemented by simudt.Mar 11Mar 11
Dogukan Uraz Tuna[Let’s Review] Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient LMsArchitectural review of the paper “Griffin” by Google Deepmind and implemetation in Jax.Mar 71Mar 71