from transformers import AutoModelForCausalLM, AutoTokenizer
Then add load_in_4bit=True to the from_pretrained call.
Allpile V7 3B boasts an impressive range of features that make it a go-to solution for pile foundation design and analysis. Some of the key features of the software include:
Efficiency in engineering often depends on the clarity of the final documentation. AllPile v7.3B facilitates this through a structured reporting suite: Summary Reports
: Unlike software that requires separate runs for different forces, AllPile calculates compression (with settlement), lateral capacity, and uplift simultaneously. Shallow Foundation Analysis
: Micropiles (minipiles), screw/helical piles, tapered piles, and piers with bells.
[RESUME PROTOCOL 7.3b]