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Migrate inference to llama_batch and llama_decode api (abetlen#795)
* Add low-level batching notebook
* fix: tokenization of special characters: (abetlen#850)
It should behave like llama.cpp, where most out of the box usages
treat special characters accordingly
* Update CHANGELOG
* Cleanup
* Fix runner label
* Update notebook
* Use llama_decode and batch api
* Support logits_all parameter
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Co-authored-by: Antoine Lizee <antoine.lizee@gmail.com>
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