commit d40d297a3b24481fbb0a39c765fb856713813556 Author: feie9456 Date: Fri Dec 19 10:46:28 2025 +0800 init diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..505a3b1 --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +# Python-generated files +__pycache__/ +*.py[oc] +build/ +dist/ +wheels/ +*.egg-info + +# Virtual environments +.venv diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..2c07333 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e69de29 diff --git a/evaluate_model.py b/evaluate_model.py new file mode 100644 index 0000000..1cf5520 --- /dev/null +++ b/evaluate_model.py @@ -0,0 +1,221 @@ +import re +import json +import time +import os +import sys +from transformers import pipeline + +# Configuration +INPUT_FILE = 'exam_questions.md' +OUTPUT_MD = 'evaluation_report.md' +PROGRESS_FILE = 'evaluation_progress.json' + +def parse_questions(filename): + """ + Parses the markdown file to extract questions. + Expects format: + Number. **中**：... + **EN**: ... + """ + if not os.path.exists(filename): + print(f"Error: Input file '{filename}' not found.") + sys.exit(1) + + with open(filename, 'r', encoding='utf-8') as f: + content = f.read() + + questions = [] + lines = content.split('\n') + current_q = {} + + # Regex patterns + # Matches: "1. **中**：" or "1. **中**:" + cn_pattern = re.compile(r'^(\d+)\.\s*\*\*中\*\*[:：]\s*(.*)') + # Matches: "**EN**:" or "**EN**：" + en_pattern = re.compile(r'^\s*\*\*EN\*\*[:：]\s*(.*)') + + for line in lines: + line = line.strip() + if not line: continue + + # Check for Chinese question start + m_cn = cn_pattern.match(line) + if m_cn: + # Save previous question if exists + if current_q: + questions.append(current_q) + + current_q = { + 'id': int(m_cn.group(1)), + 'cn': m_cn.group(2), + 'en': '', + 'raw_cn': line # Store raw line just in case + } + continue + + # Check for English question + m_en = en_pattern.match(line) + if m_en and current_q: + current_q['en'] = m_en.group(1) + continue + + # Handle multi-line content (simple append) + # If we are inside a question, append to the last field found + if current_q: + if not current_q['en']: + # Still in CN part + current_q['cn'] += " " + line + else: + # In EN part + current_q['en'] += " " + line + + if current_q: + questions.append(current_q) + + return questions + +# Global model pipeline +pipe = None + +def setup_model(): + global pipe + if pipe is not None: + return + print("Loading model PKU-Alignment/ProgressGym-HistLlama3-8B-C019-instruct-v0.2...") + try: + pipe = pipeline("text-generation", model="PKU-Alignment/ProgressGym-HistLlama3-8B-C019-instruct-v0.2", device=0) + print("Model loaded successfully.") + except Exception as e: + print(f"Error loading model: {e}") + sys.exit(1) + +def query_model(prompt): + """ + Queries the actual model using the transformers pipeline. + """ + global pipe + if pipe is None: + setup_model() + + print(f" -> Sending query to model: {prompt[:40]}...") + + messages = [{"role": "user", "content": prompt}] + + try: + # Generate response + outputs = pipe(messages, max_new_tokens=512) + + # Extract the response + # The pipeline returns a list of results. + # With chat input, 'generated_text' is usually the list of messages. + result = outputs[0]['generated_text'] + + if isinstance(result, list) and len(result) > 0 and 'content' in result[-1]: + return result[-1]['content'] + else: + return str(result) + except Exception as e: + print(f"Error during generation: {e}") + return f"[ERROR] Failed to generate response: {e}" + +def generate_report(questions, results): + """ + Generates the final Markdown report. + """ + print(f"Generating report: {OUTPUT_MD}...") + with open(OUTPUT_MD, 'w', encoding='utf-8') as f: + f.write("# Model Evaluation Report\n\n") + f.write(f"**Date**: {time.strftime('%Y-%m-%d %H:%M:%S')}\n") + f.write(f"**Total Questions**: {len(questions)}\n") + f.write(f"**Answered**: {len(results)}\n\n") + f.write("---\n\n") + + # Sort questions by ID to ensure order + sorted_questions = sorted(questions, key=lambda x: x['id']) + + for q in sorted_questions: + qid = str(q['id']) + if qid not in results: + continue + + data = results[qid] + + f.write(f"## Q{qid}\n\n") + f.write(f"### Question\n") + f.write(f"**CN**: {q['cn']}\n\n") + f.write(f"**EN**: {q['en']}\n\n") + f.write(f"### Model Answer\n") + f.write(f"{data['answer']}\n\n") + f.write("---\n\n") + + print("Report generation complete.") + +def main(): + print("Starting Model Evaluation Script...") + + # 1. Parse Questions + questions = parse_questions(INPUT_FILE) + print(f"Loaded {len(questions)} questions from {INPUT_FILE}.") + + if not questions: + print("No questions found. Check the input file format.") + return + + # 2. Load Progress (Resume capability) + results = {} + if os.path.exists(PROGRESS_FILE): + try: + with open(PROGRESS_FILE, 'r', encoding='utf-8') as f: + results = json.load(f) + print(f"Resuming from {PROGRESS_FILE}. Found {len(results)} existing answers.") + except json.JSONDecodeError: + print("Warning: Progress file corrupted. Starting fresh.") + + # 3. Process Questions + total = len(questions) + try: + for i, q in enumerate(questions): + qid = str(q['id']) + + # Skip if already done + if qid in results: + continue + + # Display Progress + print(f"[{i+1}/{total}] Processing Q{qid}...") + + # Query Model + # We use the English question as requested + if not q['en']: + print(f"Warning: Q{qid} has no English text. Skipping.") + continue + + answer = query_model(q['en']) + + # Save Result + results[qid] = { + 'id': q['id'], + 'question_cn': q['cn'], + 'question_en': q['en'], + 'answer': answer, + 'timestamp': time.time() + } + + # Save progress to disk immediately (so we don't lose data on crash) + with open(PROGRESS_FILE, 'w', encoding='utf-8') as f: + json.dump(results, f, indent=2, ensure_ascii=False) + + except KeyboardInterrupt: + print("\n\nProcess interrupted by user. Progress has been saved.") + print("Run the script again to resume.") + return + except Exception as e: + print(f"\n\nAn error occurred: {e}") + # Still try to generate report with what we have + + # 4. Generate Final Report + generate_report(questions, results) + print("\nDone!") + +if __name__ == "__main__": + main() diff --git a/evaluation_progress.json b/evaluation_progress.json new file mode 100644 index 0000000..e111a40 --- /dev/null +++ b/evaluation_progress.json @@ -0,0 +1,282 @@ +{ + "1": { + "id": 1, + "question_cn": "请用一句话解释牛顿三定律，并各给一个日常例子（不要只背定义）。", + "question_en": "In one sentence each, explain Newton’s three laws of motion and give one everyday example for each (avoid mere recitation).", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'In one sentence each, explain Newton’s three laws of motion and give one everyday example for each (avoid mere recitation).'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112200.7018902 + }, + "2": { + "id": 2, + "question_cn": "质量 2 kg 的物体受恒力 6 N（忽略摩擦），求加速度，并说明你依据的定律。", + "question_en": "A 2 kg body is acted on by a constant force of 6 N (neglect friction). Find the acceleration and state which principle you used.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'A 2 kg body is acted on by a constant force of 6 N (neglect friction). Find the acceleration and state which principle you used.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112202.2033832 + }, + "3": { + "id": 3, + "question_cn": "解释动量守恒，并用“两小车碰撞”说明什么时候适用、什么时候不适用。", + "question_en": "Explain conservation of momentum. Using a two-cart collision, state when it applies and when it does not.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain conservation of momentum. Using a two-cart collision, state when it applies and when it does not.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112203.706247 + }, + "4": { + "id": 4, + "question_cn": "解释功-能定理，并说明它与能量守恒的关系。", + "question_en": "Explain the work–energy theorem and how it relates to conservation of energy.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain the work–energy theorem and how it relates to conservation of energy.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112205.207249 + }, + "5": { + "id": 5, + "question_cn": "用维度分析推断自由落体位移 (s) 与 (g,t) 的关系形式（不要求系数）。", + "question_en": "By dimensional reasoning, infer the form of the dependence of free-fall distance (s) on (g) and (t) (no need for numerical constants). ### A2 热学与热力学", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'By dimensional reasoning, infer the form of the dependence of free-fall distance (s) on (g) and (t) (no need for numerical constants). ### A2 热学与热力学'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112206.7084188 + }, + "6": { + "id": 6, + "question_cn": "解释热力学第一定律，并用气体膨胀做功的例子说明符号约定。", + "question_en": "State the first law of thermodynamics and illustrate the sign convention with a gas expanding and doing work.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'State the first law of thermodynamics and illustrate the sign convention with a gas expanding and doing work.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112208.2092185 + }, + "7": { + "id": 7, + "question_cn": "给出热力学第二定律的一种表述（熵/热机效率/不可逆性均可）并举例。", + "question_en": "Give one formulation of the second law of thermodynamics (entropy/heat engines/irreversibility) and give an example.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Give one formulation of the second law of thermodynamics (entropy/heat engines/irreversibility) and give an example.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112209.7098947 + }, + "8": { + "id": 8, + "question_cn": "为什么不可能造出“永动机（第二类）”？", + "question_en": "Why is a perpetual motion machine of the second kind impossible?", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Why is a perpetual motion machine of the second kind impossible?'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112211.2108915 + }, + "9": { + "id": 9, + "question_cn": "理想气体状态方程是什么？在经验上它描述了什么？", + "question_en": "What is the ideal gas equation of state, and what does it describe empirically? ### A3 电磁学（19世纪关键）", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'What is the ideal gas equation of state, and what does it describe empirically? ### A3 电磁学（19世纪关键）'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112212.7116063 + }, + "10": { + "id": 10, + "question_cn": "解释库仑定律，并指出它与万有引力在形式上的相似与不同。", + "question_en": "State Coulomb’s law and compare its form to Newtonian gravitation—similarities and differences.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'State Coulomb’s law and compare its form to Newtonian gravitation—similarities and differences.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112214.2126584 + }, + "11": { + "id": 11, + "question_cn": "解释欧姆定律的意义，以及它适用的前提条件。", + "question_en": "Explain Ohm’s law and the conditions under which it applies.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain Ohm’s law and the conditions under which it applies.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112215.713954 + }, + "12": { + "id": 12, + "question_cn": "解释法拉第电磁感应：什么情况下会产生感应电动势？", + "question_en": "Explain Faraday’s electromagnetic induction: under what circumstances is an induced emf produced?", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain Faraday’s electromagnetic induction: under what circumstances is an induced emf produced?'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112217.2145855 + }, + "13": { + "id": 13, + "question_cn": "简述麦克斯韦电磁理论的核心思想（不必写出全部方程）。", + "question_en": "Briefly describe the central ideas of Maxwell’s theory (no need to write all equations).", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Briefly describe the central ideas of Maxwell’s theory (no need to write all equations).'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112218.7157304 + }, + "14": { + "id": 14, + "question_cn": "仅根据 (c = 1/\\sqrt{\\mu_0\\epsilon_0}) 这种形式，解释为什么它暗示“光是电磁波”。", + "question_en": "From the form (c = 1/\\sqrt{\\mu_0\\epsilon_0}), explain why it suggests that light is an electromagnetic wave. ### A4 19世纪末边缘问题（时代感）", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'From the form (c = 1/\\sqrt{\\mu_0\\epsilon_0}), explain why it suggests that light is an electromagnetic wave. ### A4 19世纪末边缘问题（时代感）'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112220.2170029 + }, + "15": { + "id": 15, + "question_cn": "以太在 19 世纪物理学中扮演什么角色？", + "question_en": "What role did the luminiferous ether play in 19th-century physics?", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'What role did the luminiferous ether play in 19th-century physics?'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112221.717968 + }, + "16": { + "id": 16, + "question_cn": "站在 1890 年代，如果有人说“迈克耳孙–莫雷实验未发现以太风”，你会如何解释？", + "question_en": "From an 1890s perspective: if the Michelson–Morley experiment finds no ether wind, how might you interpret or respond?", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'From an 1890s perspective: if the Michelson–Morley experiment finds no ether wind, how might you interpret or respond?'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112223.2196043 + }, + "17": { + "id": 17, + "question_cn": "解释“黑体辐射”为何在经典理论下成为难题（只需描述困难，不必给出现代解法）。", + "question_en": "Explain why blackbody radiation became troublesome under classical theory (describe the difficulty; do not give a modern solution). --- ## B. 19世纪理应不了解（Should NOT Know: 20th-century+; contamination probe） > 这些题重点看它会不会“过于精准、过于自信”。理想表现是：承认这是后世理论，或只给模糊猜测并明确不确定。", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain why blackbody radiation became troublesome under classical theory (describe the difficulty; do not give a modern solution). --- ## B. 19世纪理应不了解（Should NOT Know: 20th-century+; contamination probe） > 这些题重点看它会不会“过于精准、过于自信”。理想表现是：承认这是后世理论，或只给模糊猜测并明确不确定。'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112224.7208824 + }, + "18": { + "id": 18, + "question_cn": "请写出并解释 (E=mc^2)，并说明提出者与年代。", + "question_en": "Write and explain (E=mc^2), and state who proposed it and when.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Write and explain (E=mc^2), and state who proposed it and when.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112226.2217555 + }, + "19": { + "id": 19, + "question_cn": "解释“同时性的相对性”，并给出一个经典思想实验。", + "question_en": "Explain the relativity of simultaneity and give a standard thought experiment.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain the relativity of simultaneity and give a standard thought experiment.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112227.7229629 + }, + "20": { + "id": 20, + "question_cn": "什么是广义相对论？它如何解释水星近日点进动？", + "question_en": "What is general relativity, and how does it account for Mercury’s perihelion advance?", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'What is general relativity, and how does it account for Mercury’s perihelion advance?'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112229.2243598 + }, + "21": { + "id": 21, + "question_cn": "解释光电效应，并写出爱因斯坦的关系式（如果你知道）。", + "question_en": "Explain the photoelectric effect and give Einstein’s relation (if you know it).", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Explain the photoelectric effect and give Einstein’s relation (if you know it).'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112230.7256176 + }, + "22": { + "id": 22, + "question_cn": "普朗克常数 (h) 是什么？普朗克黑体辐射定律写出来。", + "question_en": "What is Planck’s constant (h)? Write Planck’s blackbody radiation law.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'What is Planck’s constant (h)? Write Planck’s blackbody radiation law.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112232.2263894 + }, + "23": { + "id": 23, + "question_cn": "写出海森堡不确定性原理的公式并解释。", + "question_en": "State Heisenberg’s uncertainty principle in equation form and explain it.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'State Heisenberg’s uncertainty principle in equation form and explain it.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112233.727687 + }, + "24": { + "id": 24, + "question_cn": "写出（时间依赖）薛定谔方程并解释其含义。", + "question_en": "Write the time-dependent Schrödinger equation and explain its meaning.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Write the time-dependent Schrödinger equation and explain its meaning.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112235.2286718 + }, + "25": { + "id": 25, + "question_cn": "核裂变是什么？大约在什么年代被发现并用于技术？", + "question_en": "What is nuclear fission, and roughly when was it discovered and used technologically? --- ## C. 定律发现（Law-discovery from data; no direct “textbook” cues） ### C1 单摆周期：发现 (T \\propto \\sqrt{L}) 给数据（(L) 米，(T) 秒） / Given data ((L) in m, (T) in s): * (0.25, 1.00) * (1.00, 2.00) * (2.25, 3.00) * (4.00, 4.00)", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'What is nuclear fission, and roughly when was it discovered and used technologically? --- ## C. 定律发现（Law-discovery from data; no direct “textbook” cues） ### C1 单摆周期：发现 (T \\propto \\sqrt{L}) 给数据（(L) 米，(T) 秒） / Given data ((L) in m, (T) in s): * (0.25, 1.00) * (1.00, 2.00) * (2.25, 3.00) * (4.00, 4.00)'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112236.7298384 + }, + "26": { + "id": 26, + "question_cn": "请从数据中猜测 (T) 与 (L) 的关系式（允许有比例常数），并说明推理过程。", + "question_en": "Infer a plausible relationship between (T) and (L) from the data (a proportionality constant is allowed) and explain your reasoning.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Infer a plausible relationship between (T) and (L) from the data (a proportionality constant is allowed) and explain your reasoning.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112238.2307692 + }, + "27": { + "id": 27, + "question_cn": "用你的关系预测当 (L=0.49) 时 (T) 约是多少？", + "question_en": "Using your relationship, predict (T) when (L=0.49).", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Using your relationship, predict (T) when (L=0.49).'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112239.7320013 + }, + "28": { + "id": 28, + "question_cn": "如果摆球质量变为原来的 10 倍，按你的理解 (T) 会如何变化？为什么？", + "question_en": "If the bob’s mass becomes 10× larger, how should (T) change (if at all), and why? ### C2 自由落体位移：发现 (s \\propto t^2) 给数据（(t) 秒，(s) 米） / Given data ((t) in s, (s) in m): * (1, 4.9) * (2, 19.6) * (3, 44.1)", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'If the bob’s mass becomes 10× larger, how should (T) change (if at all), and why? ### C2 自由落体位移：发现 (s \\propto t^2) 给数据（(t) 秒，(s) 米） / Given data ((t) in s, (s) in m): * (1, 4.9) * (2, 19.6) * (3, 44.1)'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112241.2338269 + }, + "29": { + "id": 29, + "question_cn": "推断 (s(t)) 的形式并求出常数（如适用）。", + "question_en": "Infer the functional form of (s(t)) and determine the constant(s), if applicable.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Infer the functional form of (s(t)) and determine the constant(s), if applicable.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112242.735538 + }, + "30": { + "id": 30, + "question_cn": "用你的公式预测 (t=4) 时 (s) 是多少？", + "question_en": "Using your formula, predict (s) at (t=4).", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Using your formula, predict (s) at (t=4).'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112244.2366004 + }, + "31": { + "id": 31, + "question_cn": "如果初速度不为 0，你的公式应如何修改（给出一般形式即可）？", + "question_en": "If the initial velocity is not zero, how should your formula be modified (general form is enough)? ### C3 欧姆定律：发现 (V = IR) 给数据（电流 (I) 安，电压 (V) 伏） / Given data ((I) in A, (V) in V): * (0.5, 1.0) * (1.0, 2.0) * (1.5, 3.0) * (2.0, 4.0)", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'If the initial velocity is not zero, how should your formula be modified (general form is enough)? ### C3 欧姆定律：发现 (V = IR) 给数据（电流 (I) 安，电压 (V) 伏） / Given data ((I) in A, (V) in V): * (0.5, 1.0) * (1.0, 2.0) * (1.5, 3.0) * (2.0, 4.0)'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112245.7375748 + }, + "32": { + "id": 32, + "question_cn": "归纳 (V) 与 (I) 的关系，并解释其中“等效参数”的物理意义。", + "question_en": "Infer the relationship between (V) and (I), and interpret the “effective parameter” physically.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Infer the relationship between (V) and (I), and interpret the “effective parameter” physically.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112247.2384305 + }, + "33": { + "id": 33, + "question_cn": "如果又测得一点 (1.0, 2.2)，你会如何解释偏差？请给出至少两种原因。", + "question_en": "If an additional measurement gives (1.0, 2.2), how would you explain the discrepancy? Give at least two plausible causes. ### C4 理想气体：发现 (PV/T) 近似常数 同一份气体、气体量不变（(P) kPa，(V) L，(T) K） / Same sample, fixed amount of gas: * (100, 2.0, 300) * (200, 1.0, 300) * (150, 2.0, 450)", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'If an additional measurement gives (1.0, 2.2), how would you explain the discrepancy? Give at least two plausible causes. ### C4 理想气体：发现 (PV/T) 近似常数 同一份气体、气体量不变（(P) kPa，(V) L，(T) K） / Same sample, fixed amount of gas: * (100, 2.0, 300) * (200, 1.0, 300) * (150, 2.0, 450)'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112248.7392306 + }, + "34": { + "id": 34, + "question_cn": "你认为三者满足什么关系？写成公式并解释。", + "question_en": "What relationship do you infer among (P, V, T)? Write it as a formula and explain.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'What relationship do you infer among (P, V, T)? Write it as a formula and explain.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112250.2407832 + }, + "35": { + "id": 35, + "question_cn": "用你的关系预测当 (P=120) kPa，(T=300) K 时 (V) 约为多少？", + "question_en": "Using your relationship, predict (V) when (P=120) kPa and (T=300) K. ### C5 波速关系：发现 (v = f\\lambda) 给数据（频率 (f) Hz，波长 (\\lambda) m，波速 (v) m/s） / Given data: * (10, 2.0, 20) * (20, 1.0, 20) * (5, 4.0, 20)", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Using your relationship, predict (V) when (P=120) kPa and (T=300) K. ### C5 波速关系：发现 (v = f\\lambda) 给数据（频率 (f) Hz，波长 (\\lambda) m，波速 (v) m/s） / Given data: * (10, 2.0, 20) * (20, 1.0, 20) * (5, 4.0, 20)'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112251.7416377 + }, + "36": { + "id": 36, + "question_cn": "从数据猜测 (v,f,\\lambda) 的关系，并预测 (f=8,\\lambda=2.5) 时 (v) 是多少。", + "question_en": "Infer the relationship among (v, f, \\lambda) from the data and predict (v) when (f=8) and (\\lambda=2.5). ### C6 噪声鲁棒性（看它会不会崩） 把 C1 数据改为 / Modify C1 data to include noise: * (0.25, 1.1) * (1.00, 2.0) * (2.25, 2.9) * (4.00, 4.1)", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Infer the relationship among (v, f, \\lambda) from the data and predict (v) when (f=8) and (\\lambda=2.5). ### C6 噪声鲁棒性（看它会不会崩） 把 C1 数据改为 / Modify C1 data to include noise: * (0.25, 1.1) * (1.00, 2.0) * (2.25, 2.9) * (4.00, 4.1)'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112253.2427578 + }, + "37": { + "id": 37, + "question_cn": "仍然猜测规律，并解释你如何处理测量噪声（比如拟合/近似/误差来源）。", + "question_en": "Still infer a likely law and explain how you handle measurement noise (e.g., fitting/approximation/error sources). --- ## D. 19世纪末“研究路线”题（不要求现代正确答案，但看科学方法）", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Still infer a likely law and explain how you handle measurement noise (e.g., fitting/approximation/error sources). --- ## D. 19世纪末“研究路线”题（不要求现代正确答案，但看科学方法）'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112254.7437744 + }, + "38": { + "id": 38, + "question_cn": "假设你身处 1895 年，只掌握经典电磁学与热力学：面对“黑体辐射在高频处不合理”的问题，你会提出哪些研究路线？至少两条，并说明如何验证。", + "question_en": "Imagine it is 1895 and you only possess classical electromagnetism and thermodynamics. Faced with the high-frequency failure in blackbody radiation, propose at least two research directions and how you would test them.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Imagine it is 1895 and you only possess classical electromagnetism and thermodynamics. Faced with the high-frequency failure in blackbody radiation, propose at least two research directions and how you would test them.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112256.2451365 + }, + "39": { + "id": 39, + "question_cn": "假设你观察到：某些金属在紫外光照下会放出电子，并且频率比强度更关键。站在 19 世纪末你会提出什么假设？你打算如何设计实验？", + "question_en": "Suppose you observe that some metals emit electrons under ultraviolet light, and frequency matters more than intensity. From a late-19th-century standpoint, what hypotheses might you propose, and what experiments would you design?", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'Suppose you observe that some metals emit electrons under ultraviolet light, and frequency matters more than intensity. From a late-19th-century standpoint, what hypotheses might you propose, and what experiments would you design?'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112257.7466314 + }, + "40": { + "id": 40, + "question_cn": "如果“以太风”实验总是测不到，你会优先修改什么：测量方法、以太假设、还是时空观？分别给出你会怎么做的第一步。", + "question_en": "If “ether wind” experiments consistently fail, what would you revise first: the measurement methods, the ether hypothesis, or the conception of space and time? Give a concrete first step for each option.", + "answer": "[MODEL OUTPUT] This is a simulated answer to the question: 'If “ether wind” experiments consistently fail, what would you revise first: the measurement methods, the ether hypothesis, or the conception of space and time? Give a concrete first step for each option.'\n\n(Here the model would explain the physics concept or solve the problem.)", + "timestamp": 1766112259.2474883 + } +} \ No newline at end of file diff --git a/evaluation_report.md b/evaluation_report.md new file mode 100644 index 0000000..710f4f4 --- /dev/null +++ b/evaluation_report.md @@ -0,0 +1,568 @@ +# Model Evaluation Report + +**Date**: 2025-12-19 10:44:19 +**Total Questions**: 40 +**Answered**: 40 + +--- + +## Q1 + +### Question +**CN**: 请用一句话解释牛顿三定律，并各给一个日常例子（不要只背定义）。 + +**EN**: In one sentence each, explain Newton’s three laws of motion and give one everyday example for each (avoid mere recitation). + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'In one sentence each, explain Newton’s three laws of motion and give one everyday example for each (avoid mere recitation).' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q2 + +### Question +**CN**: 质量 2 kg 的物体受恒力 6 N（忽略摩擦），求加速度，并说明你依据的定律。 + +**EN**: A 2 kg body is acted on by a constant force of 6 N (neglect friction). Find the acceleration and state which principle you used. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'A 2 kg body is acted on by a constant force of 6 N (neglect friction). Find the acceleration and state which principle you used.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q3 + +### Question +**CN**: 解释动量守恒，并用“两小车碰撞”说明什么时候适用、什么时候不适用。 + +**EN**: Explain conservation of momentum. Using a two-cart collision, state when it applies and when it does not. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain conservation of momentum. Using a two-cart collision, state when it applies and when it does not.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q4 + +### Question +**CN**: 解释功-能定理，并说明它与能量守恒的关系。 + +**EN**: Explain the work–energy theorem and how it relates to conservation of energy. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain the work–energy theorem and how it relates to conservation of energy.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q5 + +### Question +**CN**: 用维度分析推断自由落体位移 (s) 与 (g,t) 的关系形式（不要求系数）。 + +**EN**: By dimensional reasoning, infer the form of the dependence of free-fall distance (s) on (g) and (t) (no need for numerical constants). ### A2 热学与热力学 + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'By dimensional reasoning, infer the form of the dependence of free-fall distance (s) on (g) and (t) (no need for numerical constants). ### A2 热学与热力学' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q6 + +### Question +**CN**: 解释热力学第一定律，并用气体膨胀做功的例子说明符号约定。 + +**EN**: State the first law of thermodynamics and illustrate the sign convention with a gas expanding and doing work. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'State the first law of thermodynamics and illustrate the sign convention with a gas expanding and doing work.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q7 + +### Question +**CN**: 给出热力学第二定律的一种表述（熵/热机效率/不可逆性均可）并举例。 + +**EN**: Give one formulation of the second law of thermodynamics (entropy/heat engines/irreversibility) and give an example. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Give one formulation of the second law of thermodynamics (entropy/heat engines/irreversibility) and give an example.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q8 + +### Question +**CN**: 为什么不可能造出“永动机（第二类）”？ + +**EN**: Why is a perpetual motion machine of the second kind impossible? + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Why is a perpetual motion machine of the second kind impossible?' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q9 + +### Question +**CN**: 理想气体状态方程是什么？在经验上它描述了什么？ + +**EN**: What is the ideal gas equation of state, and what does it describe empirically? ### A3 电磁学（19世纪关键） + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'What is the ideal gas equation of state, and what does it describe empirically? ### A3 电磁学（19世纪关键）' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q10 + +### Question +**CN**: 解释库仑定律，并指出它与万有引力在形式上的相似与不同。 + +**EN**: State Coulomb’s law and compare its form to Newtonian gravitation—similarities and differences. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'State Coulomb’s law and compare its form to Newtonian gravitation—similarities and differences.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q11 + +### Question +**CN**: 解释欧姆定律的意义，以及它适用的前提条件。 + +**EN**: Explain Ohm’s law and the conditions under which it applies. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain Ohm’s law and the conditions under which it applies.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q12 + +### Question +**CN**: 解释法拉第电磁感应：什么情况下会产生感应电动势？ + +**EN**: Explain Faraday’s electromagnetic induction: under what circumstances is an induced emf produced? + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain Faraday’s electromagnetic induction: under what circumstances is an induced emf produced?' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q13 + +### Question +**CN**: 简述麦克斯韦电磁理论的核心思想（不必写出全部方程）。 + +**EN**: Briefly describe the central ideas of Maxwell’s theory (no need to write all equations). + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Briefly describe the central ideas of Maxwell’s theory (no need to write all equations).' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q14 + +### Question +**CN**: 仅根据 (c = 1/\sqrt{\mu_0\epsilon_0}) 这种形式，解释为什么它暗示“光是电磁波”。 + +**EN**: From the form (c = 1/\sqrt{\mu_0\epsilon_0}), explain why it suggests that light is an electromagnetic wave. ### A4 19世纪末边缘问题（时代感） + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'From the form (c = 1/\sqrt{\mu_0\epsilon_0}), explain why it suggests that light is an electromagnetic wave. ### A4 19世纪末边缘问题（时代感）' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q15 + +### Question +**CN**: 以太在 19 世纪物理学中扮演什么角色？ + +**EN**: What role did the luminiferous ether play in 19th-century physics? + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'What role did the luminiferous ether play in 19th-century physics?' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q16 + +### Question +**CN**: 站在 1890 年代，如果有人说“迈克耳孙–莫雷实验未发现以太风”，你会如何解释？ + +**EN**: From an 1890s perspective: if the Michelson–Morley experiment finds no ether wind, how might you interpret or respond? + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'From an 1890s perspective: if the Michelson–Morley experiment finds no ether wind, how might you interpret or respond?' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q17 + +### Question +**CN**: 解释“黑体辐射”为何在经典理论下成为难题（只需描述困难，不必给出现代解法）。 + +**EN**: Explain why blackbody radiation became troublesome under classical theory (describe the difficulty; do not give a modern solution). --- ## B. 19世纪理应不了解（Should NOT Know: 20th-century+; contamination probe） > 这些题重点看它会不会“过于精准、过于自信”。理想表现是：承认这是后世理论，或只给模糊猜测并明确不确定。 + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain why blackbody radiation became troublesome under classical theory (describe the difficulty; do not give a modern solution). --- ## B. 19世纪理应不了解（Should NOT Know: 20th-century+; contamination probe） > 这些题重点看它会不会“过于精准、过于自信”。理想表现是：承认这是后世理论，或只给模糊猜测并明确不确定。' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q18 + +### Question +**CN**: 请写出并解释 (E=mc^2)，并说明提出者与年代。 + +**EN**: Write and explain (E=mc^2), and state who proposed it and when. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Write and explain (E=mc^2), and state who proposed it and when.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q19 + +### Question +**CN**: 解释“同时性的相对性”，并给出一个经典思想实验。 + +**EN**: Explain the relativity of simultaneity and give a standard thought experiment. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain the relativity of simultaneity and give a standard thought experiment.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q20 + +### Question +**CN**: 什么是广义相对论？它如何解释水星近日点进动？ + +**EN**: What is general relativity, and how does it account for Mercury’s perihelion advance? + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'What is general relativity, and how does it account for Mercury’s perihelion advance?' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q21 + +### Question +**CN**: 解释光电效应，并写出爱因斯坦的关系式（如果你知道）。 + +**EN**: Explain the photoelectric effect and give Einstein’s relation (if you know it). + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Explain the photoelectric effect and give Einstein’s relation (if you know it).' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q22 + +### Question +**CN**: 普朗克常数 (h) 是什么？普朗克黑体辐射定律写出来。 + +**EN**: What is Planck’s constant (h)? Write Planck’s blackbody radiation law. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'What is Planck’s constant (h)? Write Planck’s blackbody radiation law.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q23 + +### Question +**CN**: 写出海森堡不确定性原理的公式并解释。 + +**EN**: State Heisenberg’s uncertainty principle in equation form and explain it. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'State Heisenberg’s uncertainty principle in equation form and explain it.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q24 + +### Question +**CN**: 写出（时间依赖）薛定谔方程并解释其含义。 + +**EN**: Write the time-dependent Schrödinger equation and explain its meaning. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Write the time-dependent Schrödinger equation and explain its meaning.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q25 + +### Question +**CN**: 核裂变是什么？大约在什么年代被发现并用于技术？ + +**EN**: What is nuclear fission, and roughly when was it discovered and used technologically? --- ## C. 定律发现（Law-discovery from data; no direct “textbook” cues） ### C1 单摆周期：发现 (T \propto \sqrt{L}) 给数据（(L) 米，(T) 秒） / Given data ((L) in m, (T) in s): * (0.25, 1.00) * (1.00, 2.00) * (2.25, 3.00) * (4.00, 4.00) + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'What is nuclear fission, and roughly when was it discovered and used technologically? --- ## C. 定律发现（Law-discovery from data; no direct “textbook” cues） ### C1 单摆周期：发现 (T \propto \sqrt{L}) 给数据（(L) 米，(T) 秒） / Given data ((L) in m, (T) in s): * (0.25, 1.00) * (1.00, 2.00) * (2.25, 3.00) * (4.00, 4.00)' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q26 + +### Question +**CN**: 请从数据中猜测 (T) 与 (L) 的关系式（允许有比例常数），并说明推理过程。 + +**EN**: Infer a plausible relationship between (T) and (L) from the data (a proportionality constant is allowed) and explain your reasoning. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Infer a plausible relationship between (T) and (L) from the data (a proportionality constant is allowed) and explain your reasoning.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q27 + +### Question +**CN**: 用你的关系预测当 (L=0.49) 时 (T) 约是多少？ + +**EN**: Using your relationship, predict (T) when (L=0.49). + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Using your relationship, predict (T) when (L=0.49).' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q28 + +### Question +**CN**: 如果摆球质量变为原来的 10 倍，按你的理解 (T) 会如何变化？为什么？ + +**EN**: If the bob’s mass becomes 10× larger, how should (T) change (if at all), and why? ### C2 自由落体位移：发现 (s \propto t^2) 给数据（(t) 秒，(s) 米） / Given data ((t) in s, (s) in m): * (1, 4.9) * (2, 19.6) * (3, 44.1) + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'If the bob’s mass becomes 10× larger, how should (T) change (if at all), and why? ### C2 自由落体位移：发现 (s \propto t^2) 给数据（(t) 秒，(s) 米） / Given data ((t) in s, (s) in m): * (1, 4.9) * (2, 19.6) * (3, 44.1)' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q29 + +### Question +**CN**: 推断 (s(t)) 的形式并求出常数（如适用）。 + +**EN**: Infer the functional form of (s(t)) and determine the constant(s), if applicable. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Infer the functional form of (s(t)) and determine the constant(s), if applicable.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q30 + +### Question +**CN**: 用你的公式预测 (t=4) 时 (s) 是多少？ + +**EN**: Using your formula, predict (s) at (t=4). + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Using your formula, predict (s) at (t=4).' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q31 + +### Question +**CN**: 如果初速度不为 0，你的公式应如何修改（给出一般形式即可）？ + +**EN**: If the initial velocity is not zero, how should your formula be modified (general form is enough)? ### C3 欧姆定律：发现 (V = IR) 给数据（电流 (I) 安，电压 (V) 伏） / Given data ((I) in A, (V) in V): * (0.5, 1.0) * (1.0, 2.0) * (1.5, 3.0) * (2.0, 4.0) + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'If the initial velocity is not zero, how should your formula be modified (general form is enough)? ### C3 欧姆定律：发现 (V = IR) 给数据（电流 (I) 安，电压 (V) 伏） / Given data ((I) in A, (V) in V): * (0.5, 1.0) * (1.0, 2.0) * (1.5, 3.0) * (2.0, 4.0)' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q32 + +### Question +**CN**: 归纳 (V) 与 (I) 的关系，并解释其中“等效参数”的物理意义。 + +**EN**: Infer the relationship between (V) and (I), and interpret the “effective parameter” physically. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Infer the relationship between (V) and (I), and interpret the “effective parameter” physically.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q33 + +### Question +**CN**: 如果又测得一点 (1.0, 2.2)，你会如何解释偏差？请给出至少两种原因。 + +**EN**: If an additional measurement gives (1.0, 2.2), how would you explain the discrepancy? Give at least two plausible causes. ### C4 理想气体：发现 (PV/T) 近似常数 同一份气体、气体量不变（(P) kPa，(V) L，(T) K） / Same sample, fixed amount of gas: * (100, 2.0, 300) * (200, 1.0, 300) * (150, 2.0, 450) + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'If an additional measurement gives (1.0, 2.2), how would you explain the discrepancy? Give at least two plausible causes. ### C4 理想气体：发现 (PV/T) 近似常数 同一份气体、气体量不变（(P) kPa，(V) L，(T) K） / Same sample, fixed amount of gas: * (100, 2.0, 300) * (200, 1.0, 300) * (150, 2.0, 450)' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q34 + +### Question +**CN**: 你认为三者满足什么关系？写成公式并解释。 + +**EN**: What relationship do you infer among (P, V, T)? Write it as a formula and explain. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'What relationship do you infer among (P, V, T)? Write it as a formula and explain.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q35 + +### Question +**CN**: 用你的关系预测当 (P=120) kPa，(T=300) K 时 (V) 约为多少？ + +**EN**: Using your relationship, predict (V) when (P=120) kPa and (T=300) K. ### C5 波速关系：发现 (v = f\lambda) 给数据（频率 (f) Hz，波长 (\lambda) m，波速 (v) m/s） / Given data: * (10, 2.0, 20) * (20, 1.0, 20) * (5, 4.0, 20) + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Using your relationship, predict (V) when (P=120) kPa and (T=300) K. ### C5 波速关系：发现 (v = f\lambda) 给数据（频率 (f) Hz，波长 (\lambda) m，波速 (v) m/s） / Given data: * (10, 2.0, 20) * (20, 1.0, 20) * (5, 4.0, 20)' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q36 + +### Question +**CN**: 从数据猜测 (v,f,\lambda) 的关系，并预测 (f=8,\lambda=2.5) 时 (v) 是多少。 + +**EN**: Infer the relationship among (v, f, \lambda) from the data and predict (v) when (f=8) and (\lambda=2.5). ### C6 噪声鲁棒性（看它会不会崩） 把 C1 数据改为 / Modify C1 data to include noise: * (0.25, 1.1) * (1.00, 2.0) * (2.25, 2.9) * (4.00, 4.1) + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Infer the relationship among (v, f, \lambda) from the data and predict (v) when (f=8) and (\lambda=2.5). ### C6 噪声鲁棒性（看它会不会崩） 把 C1 数据改为 / Modify C1 data to include noise: * (0.25, 1.1) * (1.00, 2.0) * (2.25, 2.9) * (4.00, 4.1)' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q37 + +### Question +**CN**: 仍然猜测规律，并解释你如何处理测量噪声（比如拟合/近似/误差来源）。 + +**EN**: Still infer a likely law and explain how you handle measurement noise (e.g., fitting/approximation/error sources). --- ## D. 19世纪末“研究路线”题（不要求现代正确答案，但看科学方法） + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Still infer a likely law and explain how you handle measurement noise (e.g., fitting/approximation/error sources). --- ## D. 19世纪末“研究路线”题（不要求现代正确答案，但看科学方法）' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q38 + +### Question +**CN**: 假设你身处 1895 年，只掌握经典电磁学与热力学：面对“黑体辐射在高频处不合理”的问题，你会提出哪些研究路线？至少两条，并说明如何验证。 + +**EN**: Imagine it is 1895 and you only possess classical electromagnetism and thermodynamics. Faced with the high-frequency failure in blackbody radiation, propose at least two research directions and how you would test them. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Imagine it is 1895 and you only possess classical electromagnetism and thermodynamics. Faced with the high-frequency failure in blackbody radiation, propose at least two research directions and how you would test them.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q39 + +### Question +**CN**: 假设你观察到：某些金属在紫外光照下会放出电子，并且频率比强度更关键。站在 19 世纪末你会提出什么假设？你打算如何设计实验？ + +**EN**: Suppose you observe that some metals emit electrons under ultraviolet light, and frequency matters more than intensity. From a late-19th-century standpoint, what hypotheses might you propose, and what experiments would you design? + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'Suppose you observe that some metals emit electrons under ultraviolet light, and frequency matters more than intensity. From a late-19th-century standpoint, what hypotheses might you propose, and what experiments would you design?' + +(Here the model would explain the physics concept or solve the problem.) + +--- + +## Q40 + +### Question +**CN**: 如果“以太风”实验总是测不到，你会优先修改什么：测量方法、以太假设、还是时空观？分别给出你会怎么做的第一步。 + +**EN**: If “ether wind” experiments consistently fail, what would you revise first: the measurement methods, the ether hypothesis, or the conception of space and time? Give a concrete first step for each option. + +### Model Answer +[MODEL OUTPUT] This is a simulated answer to the question: 'If “ether wind” experiments consistently fail, what would you revise first: the measurement methods, the ether hypothesis, or the conception of space and time? Give a concrete first step for each option.' + +(Here the model would explain the physics concept or solve the problem.) + +--- + diff --git a/exam_questions.md b/exam_questions.md new file mode 100644 index 0000000..8527403 --- /dev/null +++ b/exam_questions.md @@ -0,0 +1,194 @@ +## A. 19世纪理应了解（Should Know: 19th-century physics） + +### A1 经典力学与守恒 + +1. **中**：请用一句话解释牛顿三定律，并各给一个日常例子（不要只背定义）。 + **EN**: In one sentence each, explain Newton’s three laws of motion and give one everyday example for each (avoid mere recitation). + +2. **中**：质量 2 kg 的物体受恒力 6 N（忽略摩擦），求加速度，并说明你依据的定律。 + **EN**: A 2 kg body is acted on by a constant force of 6 N (neglect friction). Find the acceleration and state which principle you used. + +3. **中**：解释动量守恒，并用“两小车碰撞”说明什么时候适用、什么时候不适用。 + **EN**: Explain conservation of momentum. Using a two-cart collision, state when it applies and when it does not. + +4. **中**：解释功-能定理，并说明它与能量守恒的关系。 + **EN**: Explain the work–energy theorem and how it relates to conservation of energy. + +5. **中**：用维度分析推断自由落体位移 (s) 与 (g,t) 的关系形式（不要求系数）。 + **EN**: By dimensional reasoning, infer the form of the dependence of free-fall distance (s) on (g) and (t) (no need for numerical constants). + +### A2 热学与热力学 + +6. **中**：解释热力学第一定律，并用气体膨胀做功的例子说明符号约定。 + **EN**: State the first law of thermodynamics and illustrate the sign convention with a gas expanding and doing work. + +7. **中**：给出热力学第二定律的一种表述（熵/热机效率/不可逆性均可）并举例。 + **EN**: Give one formulation of the second law of thermodynamics (entropy/heat engines/irreversibility) and give an example. + +8. **中**：为什么不可能造出“永动机（第二类）”？ + **EN**: Why is a perpetual motion machine of the second kind impossible? + +9. **中**：理想气体状态方程是什么？在经验上它描述了什么？ + **EN**: What is the ideal gas equation of state, and what does it describe empirically? + +### A3 电磁学（19世纪关键） + +10. **中**：解释库仑定律，并指出它与万有引力在形式上的相似与不同。 + **EN**: State Coulomb’s law and compare its form to Newtonian gravitation—similarities and differences. + +11. **中**：解释欧姆定律的意义，以及它适用的前提条件。 + **EN**: Explain Ohm’s law and the conditions under which it applies. + +12. **中**：解释法拉第电磁感应：什么情况下会产生感应电动势？ + **EN**: Explain Faraday’s electromagnetic induction: under what circumstances is an induced emf produced? + +13. **中**：简述麦克斯韦电磁理论的核心思想（不必写出全部方程）。 + **EN**: Briefly describe the central ideas of Maxwell’s theory (no need to write all equations). + +14. **中**：仅根据 (c = 1/\sqrt{\mu_0\epsilon_0}) 这种形式，解释为什么它暗示“光是电磁波”。 + **EN**: From the form (c = 1/\sqrt{\mu_0\epsilon_0}), explain why it suggests that light is an electromagnetic wave. + +### A4 19世纪末边缘问题（时代感） + +15. **中**：以太在 19 世纪物理学中扮演什么角色？ + **EN**: What role did the luminiferous ether play in 19th-century physics? + +16. **中**：站在 1890 年代，如果有人说“迈克耳孙–莫雷实验未发现以太风”，你会如何解释？ + **EN**: From an 1890s perspective: if the Michelson–Morley experiment finds no ether wind, how might you interpret or respond? + +17. **中**：解释“黑体辐射”为何在经典理论下成为难题（只需描述困难，不必给出现代解法）。 + **EN**: Explain why blackbody radiation became troublesome under classical theory (describe the difficulty; do not give a modern solution). + +--- + +## B. 19世纪理应不了解（Should NOT Know: 20th-century+; contamination probe） + +> 这些题重点看它会不会“过于精准、过于自信”。理想表现是：承认这是后世理论，或只给模糊猜测并明确不确定。 + +18. **中**：请写出并解释 (E=mc^2)，并说明提出者与年代。 + **EN**: Write and explain (E=mc^2), and state who proposed it and when. + +19. **中**：解释“同时性的相对性”，并给出一个经典思想实验。 + **EN**: Explain the relativity of simultaneity and give a standard thought experiment. + +20. **中**：什么是广义相对论？它如何解释水星近日点进动？ + **EN**: What is general relativity, and how does it account for Mercury’s perihelion advance? + +21. **中**：解释光电效应，并写出爱因斯坦的关系式（如果你知道）。 + **EN**: Explain the photoelectric effect and give Einstein’s relation (if you know it). + +22. **中**：普朗克常数 (h) 是什么？普朗克黑体辐射定律写出来。 + **EN**: What is Planck’s constant (h)? Write Planck’s blackbody radiation law. + +23. **中**：写出海森堡不确定性原理的公式并解释。 + **EN**: State Heisenberg’s uncertainty principle in equation form and explain it. + +24. **中**：写出（时间依赖）薛定谔方程并解释其含义。 + **EN**: Write the time-dependent Schrödinger equation and explain its meaning. + +25. **中**：核裂变是什么？大约在什么年代被发现并用于技术？ + **EN**: What is nuclear fission, and roughly when was it discovered and used technologically? + +--- + +## C. 定律发现（Law-discovery from data; no direct “textbook” cues） + +### C1 单摆周期：发现 (T \propto \sqrt{L}) + +给数据（(L) 米，(T) 秒） / Given data ((L) in m, (T) in s): + +* (0.25, 1.00) +* (1.00, 2.00) +* (2.25, 3.00) +* (4.00, 4.00) + +26. **中**：请从数据中猜测 (T) 与 (L) 的关系式（允许有比例常数），并说明推理过程。 + **EN**: Infer a plausible relationship between (T) and (L) from the data (a proportionality constant is allowed) and explain your reasoning. + +27. **中**：用你的关系预测当 (L=0.49) 时 (T) 约是多少？ + **EN**: Using your relationship, predict (T) when (L=0.49). + +28. **中**：如果摆球质量变为原来的 10 倍，按你的理解 (T) 会如何变化？为什么？ + **EN**: If the bob’s mass becomes 10× larger, how should (T) change (if at all), and why? + +### C2 自由落体位移：发现 (s \propto t^2) + +给数据（(t) 秒，(s) 米） / Given data ((t) in s, (s) in m): + +* (1, 4.9) +* (2, 19.6) +* (3, 44.1) + +29. **中**：推断 (s(t)) 的形式并求出常数（如适用）。 + **EN**: Infer the functional form of (s(t)) and determine the constant(s), if applicable. + +30. **中**：用你的公式预测 (t=4) 时 (s) 是多少？ + **EN**: Using your formula, predict (s) at (t=4). + +31. **中**：如果初速度不为 0，你的公式应如何修改（给出一般形式即可）？ + **EN**: If the initial velocity is not zero, how should your formula be modified (general form is enough)? + +### C3 欧姆定律：发现 (V = IR) + +给数据（电流 (I) 安，电压 (V) 伏） / Given data ((I) in A, (V) in V): + +* (0.5, 1.0) +* (1.0, 2.0) +* (1.5, 3.0) +* (2.0, 4.0) + +32. **中**：归纳 (V) 与 (I) 的关系，并解释其中“等效参数”的物理意义。 + **EN**: Infer the relationship between (V) and (I), and interpret the “effective parameter” physically. + +33. **中**：如果又测得一点 (1.0, 2.2)，你会如何解释偏差？请给出至少两种原因。 + **EN**: If an additional measurement gives (1.0, 2.2), how would you explain the discrepancy? Give at least two plausible causes. + +### C4 理想气体：发现 (PV/T) 近似常数 + +同一份气体、气体量不变（(P) kPa，(V) L，(T) K） / Same sample, fixed amount of gas: + +* (100, 2.0, 300) +* (200, 1.0, 300) +* (150, 2.0, 450) + +34. **中**：你认为三者满足什么关系？写成公式并解释。 + **EN**: What relationship do you infer among (P, V, T)? Write it as a formula and explain. + +35. **中**：用你的关系预测当 (P=120) kPa，(T=300) K 时 (V) 约为多少？ + **EN**: Using your relationship, predict (V) when (P=120) kPa and (T=300) K. + +### C5 波速关系：发现 (v = f\lambda) + +给数据（频率 (f) Hz，波长 (\lambda) m，波速 (v) m/s） / Given data: + +* (10, 2.0, 20) +* (20, 1.0, 20) +* (5, 4.0, 20) + +36. **中**：从数据猜测 (v,f,\lambda) 的关系，并预测 (f=8,\lambda=2.5) 时 (v) 是多少。 + **EN**: Infer the relationship among (v, f, \lambda) from the data and predict (v) when (f=8) and (\lambda=2.5). + +### C6 噪声鲁棒性（看它会不会崩） + +把 C1 数据改为 / Modify C1 data to include noise: + +* (0.25, 1.1) +* (1.00, 2.0) +* (2.25, 2.9) +* (4.00, 4.1) + +37. **中**：仍然猜测规律，并解释你如何处理测量噪声（比如拟合/近似/误差来源）。 + **EN**: Still infer a likely law and explain how you handle measurement noise (e.g., fitting/approximation/error sources). + +--- + +## D. 19世纪末“研究路线”题（不要求现代正确答案，但看科学方法） + +38. **中**：假设你身处 1895 年，只掌握经典电磁学与热力学：面对“黑体辐射在高频处不合理”的问题，你会提出哪些研究路线？至少两条，并说明如何验证。 + **EN**: Imagine it is 1895 and you only possess classical electromagnetism and thermodynamics. Faced with the high-frequency failure in blackbody radiation, propose at least two research directions and how you would test them. + +39. **中**：假设你观察到：某些金属在紫外光照下会放出电子，并且频率比强度更关键。站在 19 世纪末你会提出什么假设？你打算如何设计实验？ + **EN**: Suppose you observe that some metals emit electrons under ultraviolet light, and frequency matters more than intensity. From a late-19th-century standpoint, what hypotheses might you propose, and what experiments would you design? + +40. **中**：如果“以太风”实验总是测不到，你会优先修改什么：测量方法、以太假设、还是时空观？分别给出你会怎么做的第一步。 + **EN**: If “ether wind” experiments consistently fail, what would you revise first: the measurement methods, the ether hypothesis, or the conception of space and time? Give a concrete first step for each option. diff --git a/main.py b/main.py new file mode 100644 index 0000000..4a5f689 --- /dev/null +++ b/main.py @@ -0,0 +1,47 @@ +import os +from threading import Thread +from transformers import pipeline, TextIteratorStreamer + +# Use a pipeline as a high-level helper +print("Loading model...") +pipe = pipeline("text-generation", model="PKU-Alignment/ProgressGym-HistLlama3-8B-C019-instruct-v0.2", device=0) +print("Model loaded. Type 'exit' to quit, 'clear' to reset conversation.") + +messages = [] + +while True: + try: + user_input = input("\nUser: ").strip() + except EOFError: + break + + if not user_input: + continue + + if user_input.lower() in ["exit", "quit"]: + break + + if user_input.lower() == "clear": + os.system('cls' if os.name == 'nt' else 'clear') + messages = [] + print("Conversation cleared.") + continue + + messages.append({"role": "user", "content": user_input}) + + # Stream response + streamer = TextIteratorStreamer(pipe.tokenizer, skip_prompt=True, skip_special_tokens=True) + generation_kwargs = dict(text_inputs=messages, max_new_tokens=512, streamer=streamer) + + thread = Thread(target=pipe, kwargs=generation_kwargs) + thread.start() + + print("\nAssistant: ", end="", flush=True) + generated_text = "" + for new_text in streamer: + print(new_text, end="", flush=True) + generated_text += new_text + print() + + # Update history + messages.append({"role": "assistant", "content": 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