Cannot load "ybelkada/opt-350m-lora" model from PEFT documentation example

[ammarsaf]

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Bug description. Cannot load "ybelkada/opt-350m-lora" model from documentation example

from transformers import AutoModelForCausalLM, AutoTokenizer

peft_model_id = "ybelkada/opt-350m-lora"
model = AutoModelForCausalLM.from_pretrained(peft_model_id)

Error

---------------------------------------------------------------------------
HTTPError                                 Traceback (most recent call last)
[/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_errors.py](https://localhost:8080/#) in hf_raise_for_status(response, endpoint_name)
    303     try:
--> 304         response.raise_for_status()
    305     except HTTPError as e:

16 frames
HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/ybelkada/opt-350m-lora/resolve/main/config.json

The above exception was the direct cause of the following exception:

EntryNotFoundError                        Traceback (most recent call last)
EntryNotFoundError: 404 Client Error. (Request ID: Root=1-665951ec-3185ad8a46ad858d5db0a021;e7a16693-27a1-4417-8033-76220c7ba041)

Entry Not Found for url: https://huggingface.co/ybelkada/opt-350m-lora/resolve/main/config.json.

The above exception was the direct cause of the following exception:

OSError                                   Traceback (most recent call last)
[/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py](https://localhost:8080/#) in cached_file(path_or_repo_id, filename, cache_dir, force_download, resume_download, proxies, token, revision, local_files_only, subfolder, repo_type, user_agent, _raise_exceptions_for_gated_repo, _raise_exceptions_for_missing_entries, _raise_exceptions_for_connection_errors, _commit_hash, **deprecated_kwargs)
    451         if revision is None:
    452             revision = "main"
--> 453         raise EnvironmentError(
    454             f"{path_or_repo_id} does not appear to have a file named {full_filename}. Checkout "
    455             f"'[https://huggingface.co/{path_or_repo_id}/tree/{revision}'](https://huggingface.co/%7Bpath_or_repo_id%7D/tree/%7Brevision%7D') for available files."

OSError: ybelkada/opt-350m-lora does not appear to have a file named config.json. Checkout 'https://huggingface.co/ybelkada/opt-350m-lora/tree/main' for available files.

Describe the expected behaviour Expected to load model and implement

Additional context

• peft package installed successfully
• Code run on Google Colab
• Documentation section url - https://huggingface.co/docs/transformers/en/peft#load-a-peft-adapter