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Better error message for lm_eval script #444

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Merged
merged 2 commits into from
Jul 3, 2024
Merged

Better error message for lm_eval script #444

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f4b50b4
Better error message
drisspg Jun 26, 2024
5ffe391
change error message and make output prettier
drisspg Jun 26, 2024
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23 changes: 20 additions & 3 deletions scripts/hf_eval.py
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Original file line number Diff line number Diff line change
@@ -1,10 +1,27 @@
import torch

from transformers import AutoModelForCausalLM, AutoTokenizer
try:
from lm_eval.models.huggingface import HFLM
from lm_eval.evaluator import evaluate
from lm_eval.tasks import get_task_dict
except ImportError as e:
print("""
Error: The 'lm_eval' module was not found.
To install, follow these steps:

from lm_eval.models.huggingface import HFLM
from lm_eval.evaluator import evaluate
from lm_eval.tasks import get_task_dict
1. Clone the repository:
git clone https://github.com/EleutherAI/lm-evaluation-harness

2. Change to the cloned directory:
cd lm-evaluation-harness

3. Install the package in editable mode:
pip install -e .

After installation, re-run this script to use the LM Evaluation Harness.
""")
raise # Re-raise the ImportError

from torchao.quantization.quant_api import (
change_linear_weights_to_int4_woqtensors,
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