Load PEFT weights from local directory (#1260)

# What does this PR do?

Enables PEFT weights to be loaded from a local directory, as opposed to
a hf hub repository. It is a continuation of the work in PR
https://github.com/huggingface/text-generation-inference/pull/762

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Fixes #1259 


## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the
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and am not sure where this belongs. Let me know and I can add some**
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---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
This commit is contained in:
Traun Leyden 2023-11-23 12:56:17 +01:00 committed by GitHub
parent 91111a0dc2
commit e12c34bd25
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1 changed files with 11 additions and 0 deletions

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@ -150,6 +150,17 @@ def download_weights(
if not extension == ".safetensors" or not auto_convert:
raise e
else:
# Try to load as a local PEFT model
try:
utils.download_and_unload_peft(
model_id, revision, trust_remote_code=trust_remote_code
)
utils.weight_files(model_id, revision, extension)
return
except (utils.LocalEntryNotFoundError, utils.EntryNotFoundError):
pass
# Try to see if there are local pytorch weights
try:
# Get weights for a local model, a hub cached model and inside the WEIGHTS_CACHE_OVERRIDE