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  license: apache-2.0
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  license: apache-2.0
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+ # HamAI Science Model
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+ A lightweight language model designed to answer science questions clearly and accurately in English.
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+
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+ ---
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+
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+ ## Overview
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+ HamAI Science Model is trained and fine-tuned on science question–answer datasets. It is built to provide straightforward explanations across topics like physics, chemistry, and biology.
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+ ---
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+
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+ ## Features
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+ * Focused on science Q&A
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+ * Clear and simple English answers
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+ * Lightweight and efficient
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+ * Suitable for educational use
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+
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+ ---
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+
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+ ## Usage
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+
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ model_name = "Haamipromax/HamAI-Science-1b"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+ input_text = "Explain how quantum entanglement violates classical locality."
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+ inputs = tokenizer(input_text, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=100)
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+ print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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+ ```
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+
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+ ---
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+
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+ ## Training Data
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+ The model was trained on a mix of science question–answer datasets, including:
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+ * General science questions
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+ * Educational textbooks
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+ * Scientific materials
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+
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+ ---
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+
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+ ## Limitations
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+ * May produce incorrect answers outside science topics
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+ * Not suitable for advanced research-level questions
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+
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+ ---
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+
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+ ## Intended Use
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+ * Students learning science
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+ * Simple question answering systems
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+ * Educational tools and assistants
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+
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+ ---
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+ ## License
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+ Apache-2.0