predibase/magicoder

Description: Coding tasks in multiple languages\ Original dataset: https://huggingface.co/datasets/ise-uiuc/Magicoder-OSS-Instruct-75K \ ---\ Try querying this adapter for free in Lora Land at https://predibase.com/lora-land! \ The adapter_category is STEM and the name is Code Generation (magicoder)\ ---\ Sample input: Below is a programming problem, paired with a language in which the solution should be written. Write a solution in the provided that appropriately solves the programming problem.\n\n### Problem:

def strlen(string: str) -> int: """ Return length of given string

>> strlen('')

0

>> strlen('abc')

3 """ \n\n### Language: python\n\n### Solution: \ ---\ Sample output: ``python def strlen(string: str) -> int: return len(string)``\ ---\ Try using this adapter yourself!

from transformers import AutoModelForCausalLM, AutoTokenizer

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

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