4 ms·
There's a lot to unpack here. First, consider that to the LLM/computer each token is just "data". Second, consider that LLM's are mostly matmul, dot-products, e
by blovescoffee 3y ago
There's a lot to unpack here. First, consider that to the LLM/computer each token is just "data". Second, consider that LLM's are mostly matmul, dot-products, etc., so there has to be some structure to the data and dimensions of the data have to make some sense - but I suppose you could just torch.cat a lot of points (kind of). Anyways, if you want to read about real-world examples of what you're suggesting checkout something like the following foundation model [0] and expand from there.
[0] https://www.earthdata.nasa.gov/news/impact-ibm-hls-foundation-model https://www.earthdata.nasa.gov/news/impact-ibm-hls-foundatio...