70 lines
2.2 KiB
Markdown
70 lines
2.2 KiB
Markdown
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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-course-selector
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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: `b279efb3`)
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- **Architecture:** gemma-3-270m
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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/Rudraksh2004/smolified-course-selector)
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## 🚀 Usage (Inference)
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This model is compatible with standard inference backends like vLLM, and Hugging Face Transformers.
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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 = "Rudraksh2004/smolified-course-selector"
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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 educational assistant that helps students explore university paths and associated scholarship opportunities based on their interests.'''},
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{"role": "user", "content": '''I am fascinated by aircraft and national defense strategy. Are there academic paths for this?'''}
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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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)
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if "gemma-3-270m" == "gemma-3-270m":
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text = text.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(model.device),
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max_new_tokens = 1000,
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temperature = 1.0, 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 **Rudraksh2004**.
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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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