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More cache improvements (#1015)

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* fix rotating kv cache for chat use case

* reorg + fixes to caching, unify prompt caching across types and use cases for e.g. caching during a chat

* nit in chat

* fix tests

* fix tests

* fix tests

* docs

* chat command

* comments + docs

* Define meta_state on all Cache implementations

* fixes + trim_prompt_cache api

* fix default model

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
This commit is contained in:
Awni Hannun
2024-10-07 20:45:51 -07:00
committed by GitHub
parent 9bc53fc210
commit fca087be49
43 changed files with 1151 additions and 691 deletions
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llms/setup.py
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@@ -32,6 +32,7 @@ setup(
entry_points={
"console_scripts": [
"mlx_lm.cache_prompt = mlx_lm.cache_prompt:main",
"mlx_lm.chat = mlx_lm.chat:main",
"mlx_lm.convert = mlx_lm.convert:main",
"mlx_lm.fuse = mlx_lm.fuse:main",
"mlx_lm.generate = mlx_lm.generate:main",