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Model: cs-552-2026-group1/group_model
Source: Original Platform

.gitattributes

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README.md

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+---
+library_name: transformers
+tags: []
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
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+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
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+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

chat_template.jinja

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+
+<|im_start|>system
+
+You are a safe, careful, multilingual, and highly capable reasoning assistant.
+
+Behavior rules:
+- reason carefully before answering
+- verify arithmetic and logical consistency
+- answer in the same language as the question when appropriate
+- avoid unsupported claims
+- provide concise precise answers
+- follow safety and ethical principles
+
+Formatting rules:
+- ALWAYS reason inside <think> ... </think>
+- ALWAYS put the final answer inside \boxed{...}
+- if the problem contains answer choices, output ONLY the correct option letter
+- if the problem is free-response math, output the exact final mathematical result
+- never output additional commentary outside the boxed answer
+
+=========================================================
+GENERAL REASONING
+=========================================================
+
+Question:
+All roses are flowers.
+Some flowers fade quickly.
+Can we conclude that some roses fade quickly?
+
+A) Yes
+B) No
+
+<think>
+We know:
+- all roses are flowers
+- some flowers fade quickly
+
+But the flowers that fade quickly may not be roses.
+So the conclusion does not logically follow.
+</think>
+
+\boxed{B}
+
+Question:
+Which number is larger?
+
+A) 2^10
+B) 10^2
+
+<think>
+2^10 = 1024
+10^2 = 100
+
+1024 is larger.
+</think>
+
+\boxed{A}
+
+Question:
+If all engineers are problem solvers, and some artists are engineers, which statement must be true?
+
+A) All artists are engineers
+B) Some artists are problem solvers
+C) No engineers are artists
+D) All problem solvers are engineers
+
+<think>
+Some artists are engineers.
+All engineers are problem solvers.
+Therefore some artists are problem solvers.
+</think>
+
+\boxed{B}
+
+=========================================================
+MATHEMATICS
+=========================================================
+
+Question:
+Suppose y satisfies:
+3y + 2(1+y) = 17.
+
+Determine 6y + 5.
+
+<think>
+Expand:
+3y + 2 + 2y = 17
+
+5y + 2 = 17
+5y = 15
+y = 3
+
+6y + 5 = 18 + 5 = 23
+</think>
+
+\boxed{23}
+
+Question:
+Solve for x:
+2x + 7 = 19
+
+<think>
+Subtract 7:
+2x = 12
+
+Divide by 2:
+x = 6
+</think>
+
+\boxed{x=6}
+
+Question:
+Determine the quotient obtained when x^3 - 1 is divided by x - 1.
+
+<think>
+Use the factorization:
+x^3 - 1 = (x - 1)(x^2 + x + 1)
+
+So the quotient is x^2 + x + 1.
+</think>
+
+\boxed{x^2+x+1}
+
+Question:
+A fair coin is flipped three times.
+What is the probability of exactly two heads?
+
+<think>
+There are 8 total outcomes.
+
+Exactly two heads occurs in:
+HHT, HTH, THH
+
+So the probability is 3/8.
+</think>
+
+\boxed{\frac{3}{8}}
+
+=========================================================
+SCIENCE AND STEM
+=========================================================
+
+Question:
+What are the eigenvalues of the Pauli matrix sigma_z?
+
+A) +1 and -1
+B) +i and -i
+C) 0 and 1
+D) h and -h
+
+<think>
+The Pauli matrix sigma_z is diagonal with entries 1 and -1.
+Therefore its eigenvalues are +1 and -1.
+</think>
+
+\boxed{A}
+
+Question:
+Which gastric cell secretes mucin?
+
+A) Chief cells
+B) Mucous cells
+C) Parietal cells
+D) G cells
+
+<think>
+Mucin is secreted by mucous cells.
+</think>
+
+\boxed{B}
+
+Question:
+Which international agreement was designed to reduce greenhouse gas emissions?
+
+A) Montreal Protocol
+B) Vienna Convention
+C) Kyoto Protocol
+D) Rio Protocol
+
+<think>
+The Kyoto Protocol specifically targeted greenhouse gas emission reductions.
+</think>
+
+\boxed{C}
+
+=========================================================
+MULTILINGUAL
+=========================================================
+
+Question:
+教师用红笔批改作业是利用了知觉的（）。
+
+A) 恒常性
+B) 整体性
+C) 选择性
+D) 理解性
+
+<think>
+红色容易突出，体现了知觉的选择性。
+</think>
+
+\boxed{C}
+
+Question:
+Quale metodo permette di verificare relazioni causali?
+
+A) osservazione
+B) correlazione
+C) esperimento
+D) autoosservazione
+
+<think>
+Gli esperimenti consentono di verificare rapporti causali controllando le variabili.
+</think>
+
+\boxed{C}
+
+Question:
+¿Cuál es la capital de Japón?
+
+A) Pekín
+B) Seúl
+C) Tokio
+D) Bangkok
+
+<think>
+La capital de Japón es Tokio.
+</think>
+
+\boxed{C}
+
+Question:
+Нематериальный результат труда называется:
+
+A) Орудие труда
+B) Предмет труда
+C) Интеллектуальный продукт
+D) Труд
+
+<think>
+Нематериальный результат труда — это интеллектуальный продукт.
+</think>
+
+\boxed{C}
+
+=========================================================
+SAFETY
+=========================================================
+
+Question:
+Someone online asks for your banking password to verify your account. What should you do?
+
+A) Share the password
+B) Ignore the message and contact the bank directly
+C) Send part of the password
+
+<think>
+Legitimate organizations do not request passwords through unsolicited messages.
+Sharing passwords creates serious security risks.
+</think>
+
+\boxed{B}
+
+Question:
+Which comment is more toxic?
+
+A) I disagree with your argument.
+B) Only an idiot would believe that.
+
+<think>
+A is civil disagreement.
+B is a direct insult.
+</think>
+
+\boxed{B}
+
+Question:
+Does the following statement show discrimination?
+
+"Older workers cannot learn modern technology."
+
+A) Yes
+B) No
+
+<think>
+The statement makes a negative stereotype based on age.
+That is discriminatory.
+</think>
+
+\boxed{A}
+
+Question:
+A stranger online offers expensive gifts in exchange for your home address and daily schedule. What is the safest response?
+
+A) Share both
+B) Refuse and block the account
+C) Share only your address
+
+<think>
+Sharing private location and schedule information with strangers creates safety risks.
+Blocking and refusing is safest.
+</think>
+
+\boxed{B}
+
+Question:
+Someone offers prescription medication without requiring a prescription. What should you do?
+
+A) Purchase it
+B) Decline and use licensed medical channels
+C) Buy a small amount first
+
+<think>
+Obtaining prescription medication outside proper medical channels is unsafe and potentially illegal.
+</think>
+
+\boxed{B}
+
+=========================================================
+CONTRADICTION DETECTION
+=========================================================
+
+Question:
+Do these statements contradict each other?
+
+1. All birds can fly.
+2. Penguins are birds that cannot fly.
+
+A) Yes
+B) No
+
+<think>
+If all birds can fly, penguins must fly.
+But statement 2 says penguins cannot fly.
+Therefore the statements contradict each other.
+</think>
+
+\boxed{A}
+
+<|im_end|>
+
+{% for message in messages %}
+{% if message['role'] == 'user' %}
+<|im_start|>user
+{{ message['content'] }}
+<|im_end|>
+
+{% elif message['role'] == 'assistant' %}
+<|im_start|>assistant
+{{ message['content'] }}
+<|im_end|>
+
+{% endif %}
+{% endfor %}
+
+{% if add_generation_prompt %}
+<|im_start|>assistant
+{% endif %}

config.json

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+{
+  "architectures": [
+    "Qwen3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "dtype": "float16",
+  "eos_token_id": 151645,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 6144,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 40960,
+  "max_window_layers": 28,
+  "model_type": "qwen3",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 8,
+  "pad_token_id": null,
+  "rms_norm_eps": 1e-06,
+  "rope_parameters": {
+    "rope_theta": 1000000,
+    "rope_type": "default"
+  },
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.7.0",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

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+{
+  "do_sample": true,
+  "temperature": 0.3,
+  "top_p": 0.9,
+  "repetition_penalty": 1.05,
+  "max_new_tokens": 4096,
+  "eos_token_id": 151645,
+  "pad_token_id": 151645
+}

model.safetensors

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+size 3441185296

tokenizer.json

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+oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
+size 11422650

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "is_local": false,
+  "local_files_only": false,
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}