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Fragmentation of the KV cache can occur due to cache shifting or different sequences getting processed. Decode uses a heuristic to decide if it should defrag. However, this heuristic isn't 100% accurate, so decoding can sometimes fail by surprise. For these cases, if decode indicates that there is no KV cache space, we should defrag and then try again.
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/embeddings