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--- |
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license: apache-2.0 |
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language: |
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- en |
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tags: |
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- text-generation-inference |
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- transformers |
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- smolify |
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- dslm |
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pipeline_tag: text-generation |
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inference: |
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parameters: |
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temperature: 1 |
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top_p: 0.95 |
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top_k: 64 |
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--- |
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# 🤏 smolified-iot-controller |
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> **Intelligence, Distilled.** |
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This is a **Domain Specific Language Model (DSLM)** generated by the **Smolify Foundry**. |
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It has been synthetically distilled from SOTA reasoning engines into a high-efficiency architecture, optimized for deployment on edge hardware (CPU/NPU) or low-VRAM environments. |
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## 📦 Asset Details |
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- **Origin:** Smolify Foundry (Job ID: `9ab63a7b`) |
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- **Architecture:** DSLM-Micro (270M Parameter Class) |
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- **Training Method:** Proprietary Neural Distillation |
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- **Optimization:** 4-bit Quantized / FP16 Mixed |
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- **Dataset:** [Link to Dataset](https://huggingface.co/datasets/smolify/smolified-iot-controller) |
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## 🚀 Usage (Inference) |
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This model is compatible with standard inference backends like vLLM. |
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```python |
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# Example: Running your Sovereign Model |
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from transformers import AutoModelForCausalLM, AutoTokenizer |
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model_id = "smolify/smolified-iot-controller" |
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tokenizer = AutoTokenizer.from_pretrained(model_id) |
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model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto") |
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messages = [ |
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{'role': 'system', 'content': '''You are an IoT intent parser. Map user commands to valid JSON actions: {"device": string, "state": 0 or 1}. available_devices: [kitchen_light, bedroom_fan, garage_door, ac_unit].'''}, |
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{'role': 'user', 'content': '''I can't see anything in the kitchen, turn the light on.'''} |
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] |
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text = tokenizer.apply_chat_template( |
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messages, |
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tokenize = False, |
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add_generation_prompt = True, |
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).removeprefix('<bos>') |
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from transformers import TextStreamer |
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_ = model.generate( |
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**tokenizer(text, return_tensors = "pt").to("cuda"), |
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max_new_tokens = 1000, |
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temperature = 1, top_p = 0.95, top_k = 64, |
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streamer = TextStreamer(tokenizer, skip_prompt = True), |
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) |
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``` |
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## ⚖️ License & Ownership |
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This model weights are a sovereign asset owned by **smolify**. |
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Generated via [Smolify.ai](https://smolify.ai). |
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[<img src="https://smolify.ai/smolify.gif" width="100"/>](https://smolify.ai) |
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