Allpile V7 3b

: Allows for faster and more accurate adjustment of soil and pile properties. Section Calculator

model_name = "allpile/allpile-v7-3b" tokenizer = AutoTokenizer.from_pretrained(model_name) model = AutoModelForCausalLM.from_pretrained( model_name, torch_dtype=torch.float16, device_map="auto" ) allpile v7 3b

Feature: Local Context Summaries for AllPine v7 3B : Allows for faster and more accurate adjustment

I'll assume you mean the AllPine v7 3B model and suggest a practical feature to add: a local, privacy-preserving context window manager that automatically summarizes, stores, and retrieves relevant conversation context for subsequent prompts. allpile v7 3b

: Select the specific foundation type (e.g., steel, concrete, timber).

Includes an improved pile section calculator for concrete bar counts and pipe pile thicknesses.