| 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) | |
| ``` |