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FromFloatSlice and FromIntSlice return an error if the shape doesn't match the passed data or if memory can't be allocated. Since these are inputs, the memory being allocated is system memory rather than VRAM. In many cases, the caller can't really handle the error and panics. Empty and Zeros directly panic if they can't allocate memory. This makes things consistent by panicing for the first two cases, removing a fair amount of error handling code. This is also consistent with how Go typically handles these situations.
runner
Note: this is a work in progress
A minimial runner for loading a model and running inference via a http web server.
./runner -model <model binary>
Completion
curl -X POST -H "Content-Type: application/json" -d '{"prompt": "hi"}' http://localhost:8080/completion
Embeddings
curl -X POST -H "Content-Type: application/json" -d '{"prompt": "turn me into an embedding"}' http://localhost:8080/embedding