r/developersKolkata

I dont know why this WIPRO pays so less to an entry level role 2.2lpa can u imagine how can people survive on 2.2lpa totally like pathetic u study hard all these years to secure a good job and when u go for the interview they say we can only pay u ₹17000 like imagine being an adult u have to see your family feed them and also take care of your expenses this is like pure exploitation they will make you work your ass of and provide you so less, a blue collar job will pay more then this.

I've been chasing the question of what algorithms a transformer can actually express -- separate from what it can learn. So I built a compiler: define a computation graph in ordinary Python, and it produces the weights of a transformer that executes the graph. The result is a standard Phi-3-architecture checkpoint that vanilla huggingface loads with no custom code and no trust_remote_code. Zero training in the pipeline.

Write-up (origin + how the constructions work): https://ood.dev/posts/torchwright-intro/

Repo (twelve runnable examples): https://github.com/physicsrob/torchwright

Hand-built transformer weights aren't a new idea. RASP defines a language whose primitives map onto transformer sublayers, and Tracr compiles RASP programs into actual weights. I wanted two things they don't aim for: expressing a computation graph in ordinary Python, and targeting a stock architecture, so the output loads in vanilla huggingface with no custom code.