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.csdotnet build / dotnet ef migrations addabp generate-proxy, abp add-module, etc.)1from transformers import AutoTokenizer, AutoModelForCausalLM
2
3tokenizer = AutoTokenizer.from_pretrained("bzouiri/B3G_ABP.IO_Coder_thinking_max")
4model = AutoModelForCausalLM.from_pretrained("bzouiri/B3G_ABP.IO_Coder_thinking_max")
5
6prompt = """
7Create an ABP.IO Application Service for a `Product` entity with:
8- CRUD operations
9- DTO mapping
10- Repository injection
11- Permission checks
12"""
13
14inputs = tokenizer(prompt, return_tensors="pt")
15outputs = model.generate(**inputs, max_new_tokens=1024)
16print(tokenizer.decode(outputs[0], skip_special_tokens=True))transformersunslothtorchpeftdotnet SDK (côté runtime agent)ABP CLI (côté runtime agent)1@misc{B3G_ABP.IO_Coder_thinking_max,
2 title = {B3G ABP.IO Coder Thinking Max},
3 author = {Badre Zouiri},
4 year = {2025},
5 publisher = {HuggingFace},
6 url = {https://huggingface.co/bzouiri/B3G_ABP.IO_Coder_thinking_max},
7 license = {Apache 2.0},
8 note = {Fine-tuned from DeepSeek-R1 using Unsloth for ABP.IO C# vibe coding}
9}