SoftwareArchitecture-Instruct-v1

16
5
1 language
license:apache-2.0
by
yasserrmd
Language Model
OTHER
1.2B params
New
16 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
3GB+ RAM
Mobile
Laptop
Server
Quick Summary

Domain: Software Architecture (for technical professionals) Type: Instruction-tuned LLM Base: LiquidAI/LFM2-1.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
2GB+ RAM

Code Examples

​ Usage Examplepythontransformers
from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "yasserrmd/SoftwareArchitecture-Instruct-v1"

tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto")

messages = [
    {"role": "user", "content": "Explain the Saga pattern with orchestration and choreography."}
]

inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to(model.device)

outputs = model.generate(
    **inputs,
    max_new_tokens=256,
    temperature=0.3,
    repetition_penalty=1.05
)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))

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