---
library_name: peft
base_model: mistralai/Mistral-7B-v0.1
pipeline_tag: text-generation
---
Description: Does the response answer the question?\
Original dataset: https://huggingface.co/datasets/glue/viewer/qnli \
---\
Try querying this adapter for free in Lora Land at https://predibase.com/lora-land! \
The adapter_category is Academic Benchmarks and the name is Answer Validation (QNLI)\
---\
Sample input: You are provided a question and a corresponding response below. If the response properly answers the question, please return 0. Otherwise, please return 1.\n\n### Question: What is the seldom used force unit equal to one thousand newtons?\n\n### Response: The kilogram-force leads to an alternate, but rarely used unit of mass: the metric slug (sometimes mug or hyl) is that mass that accelerates at 1 m·s−2 when subjected to a force of 1 kgf.\n\n### Label: \
---\
Sample output: 1\
---\
Try using this adapter yourself!
```
from transformers import AutoModelForCausalLM, AutoTokenizer

model_id = "mistralai/Mistral-7B-v0.1"
peft_model_id = "predibase/glue_qnli"

model = AutoModelForCausalLM.from_pretrained(model_id)
model.load_adapter(peft_model_id)
```