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Upload trained CodeT5 model (20 epochs, 1300 examples)

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README.md ADDED
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+ ---
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+ language: en
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+ license: apache-2.0
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+ tags:
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+ - text-generation
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+ - markdown
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+ - education
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+ - syllabus-generation
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+ - codet5
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+ - fine-tuned
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+ - pedagogical-ai
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+ datasets:
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+ - custom
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+ metrics:
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+ - validity-rate
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+ - pedagogical-quality
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+ widget:
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+ - text: 'Generate course syllabus: {"title": "Introduction to Python", "domain": "computer_science", "level": "beginner", "duration": "semester"}'
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+ ---
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+
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+ # CodeT5 Syllabus Generator for Educational Content Creation
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+
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+ ## Model Description
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+
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+ This is a fine-tuned [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) model trained to generate structured markdown syllabi with component selection indices. The model takes course requirements as input and generates markdown-formatted syllabi with index-based references to pre-defined educational components.
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+
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+ **Key Features:**
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+ - Generates well-structured markdown syllabi
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+ - Selects appropriate components using index notation [0], [1], [2]
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+ - Understands educational domain concepts (learning objectives, Bloom's taxonomy, difficulty progression)
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+ - Produces prerequisite-aware module sequences
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+ - Trained with pedagogical quality metrics
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+
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+ ## Training Data
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+
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+ - **Training Examples:** 1300 curated course-to-code pairs
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+ - **Epochs:** 20
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+ - **Data Quality:** High-quality examples covering:
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+ - Multiple difficulty levels (beginner, intermediate, advanced)
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+ - Various domains (computer science, data science, business, arts)
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+ - Diverse course structures and pedagogical approaches
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+ - Bloom's taxonomy alignment
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+ - Assessment types and learning activities
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+
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+ ## Training Configuration
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+
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+ ```python
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+ Model: Salesforce/codet5-small (60M parameters)
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+ Tokenizer: RobertaTokenizer
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+ Batch Size: 16
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+ Gradient Accumulation: 2 (effective batch size: 32)
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+ Learning Rate: 3e-4
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+ Weight Decay: 0.01
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+ Label Smoothing: 0.1
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+ Max Input Length: 640 tokens
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+ Max Output Length: 536 tokens
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+ ```
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+
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+ ## Usage
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+
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+ ### Quick Start
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+
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+ ```python
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+ from transformers import RobertaTokenizer, T5ForConditionalGeneration
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+ import torch
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+
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+ # Load model and tokenizer
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+ model_id = "dewyn/educraft-t5-function-call"
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+ tokenizer = RobertaTokenizer.from_pretrained(model_id)
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+ model = T5ForConditionalGeneration.from_pretrained(model_id)
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+
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+ # Prepare input
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+ requirements = {
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+ "title": "Machine Learning Fundamentals",
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+ "domain": "computer_science",
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+ "level": "intermediate",
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+ "duration": "semester",
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+ "description": "Introduction to machine learning algorithms and applications",
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+ "learning_objectives": [
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+ "Understand supervised learning algorithms",
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+ "Implement neural networks",
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+ "Evaluate model performance"
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+ ]
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+ }
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+
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+ import json
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+ input_text = f"Generate course syllabus: {json.dumps(requirements)}"
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+
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+ # Generate function calls
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+ input_ids = tokenizer(
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+ input_text,
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+ return_tensors="pt",
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+ max_length=640,
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+ truncation=True,
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+ padding=True
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+ ).input_ids
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+
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+ with torch.no_grad():
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+ output = model.generate(
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+ input_ids,
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+ max_length=536,
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+ num_beams=4,
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+ early_stopping=False,
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+ no_repeat_ngram_size=2,
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+ )
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+
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+ generated_code = tokenizer.decode(output[0], skip_special_tokens=True)
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+ print(generated_code)
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+ ```
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+
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+ ### Expected Output
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+
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+ ```markdown
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+ # Machine Learning Fundamentals
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+
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+ **Domain:** Computer Science
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+ **Level:** Intermediate
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+ **Duration:** Semester
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+
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+ ## Course Description
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+ Introduction to machine learning algorithms and applications
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+
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+ ## Learning Objectives
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+ - Understand supervised learning algorithms
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+ - Implement neural networks
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+ - Evaluate model performance
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+
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+ ## Modules
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+
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+ ### Module 1: Introduction to Machine Learning [0]
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+ **Duration:** 8 weeks
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+
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+ ### Module 2: Supervised Learning Algorithms [1]
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+ **Duration:** 12 weeks
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+ **Prerequisites:** Module 1
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+
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+ ### Module 3: Neural Networks [2]
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+ **Duration:** 16 weeks
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+ **Prerequisites:** Module 2
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+
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+ ## Activities
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+ - Hands-on ML Exercise [0] - Apply level
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+ - Neural Network Workshop [1] - Create level
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+
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+ ## Assessments
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+ - Final Project [0] - Project type
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+ ```
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+
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+ ### Integration with Parsing Pipeline
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+
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+ ```python
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+ from scripts.markdown_syllabus_parser import MarkdownSyllabusParser
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+
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+ # Parse generated markdown
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+ parser = MarkdownSyllabusParser(
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+ modules_file="data/components/modules.json",
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+ activities_file="data/components/activities.json",
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+ assessments_file="data/components/assessments.json"
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+ )
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+
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+ syllabus = parser.parse_markdown(generated_markdown)
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+
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+ # Result is a complete syllabus dictionary with resolved components
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+ ```
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+
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+ ## Model Details
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+
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+ **Base Model:** Salesforce/codet5-small
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+ - Pre-trained on 8.35M code functions (Python, Java, Go, JavaScript, Ruby, PHP)
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+ - 60M parameters
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+ - Encoder-decoder transformer architecture
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+
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+ **Why CodeT5 vs T5:**
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+ - CodeT5 is pre-trained on **code**, not natural language
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+ - Understands programming syntax and patterns
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+ - Better at generating valid Python function calls
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+ - Less prone to hallucination or syntax errors
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+
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+ ## Limitations
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+
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+ - Optimized for educational content generation specifically
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+ - Requires structured input format (JSON with specific keys)
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+ - Generated code assumes SyllabusBuilder API availability
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+ - May need post-processing for edge cases or unusual course structures
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+
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+ ## Citation
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+
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+ If you use this model, please cite:
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+
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+ ```bibtex
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+ @misc{codet5-syllabus-generator,
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+ author = {EduCraft MSc AI Capstone Project},
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+ title = {CodeT5 Function Call Generator for Educational Syllabus Creation},
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+ year = {2025},
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+ publisher = {Hugging Face},
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+ howpublished = {\url{dewyn/educraft-t5-function-call}}
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+ }
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+ ```
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+
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+ ## License
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+
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+ Apache 2.0 (same as base CodeT5 model)
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+
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+ ## Training Framework
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+
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+ - PyTorch
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+ - Transformers (Hugging Face)
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+ - Trained on CPU (WSL2) with gradient checkpointing
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+ - Training time: ~2.5 hours (20 epochs)
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+
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+ ## Contact
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+
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+ For questions or issues, please open an issue on the [project repository](https://github.com/dewynl/msc-ai-capstone-project).
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+ "rstrip": false,
134
+ "single_word": false
135
+ },
136
+ {
137
+ "content": "<extra_id_80>",
138
+ "lstrip": true,
139
+ "normalized": true,
140
+ "rstrip": false,
141
+ "single_word": false
142
+ },
143
+ {
144
+ "content": "<extra_id_79>",
145
+ "lstrip": true,
146
+ "normalized": true,
147
+ "rstrip": false,
148
+ "single_word": false
149
+ },
150
+ {
151
+ "content": "<extra_id_78>",
152
+ "lstrip": true,
153
+ "normalized": true,
154
+ "rstrip": false,
155
+ "single_word": false
156
+ },
157
+ {
158
+ "content": "<extra_id_77>",
159
+ "lstrip": true,
160
+ "normalized": true,
161
+ "rstrip": false,
162
+ "single_word": false
163
+ },
164
+ {
165
+ "content": "<extra_id_76>",
166
+ "lstrip": true,
167
+ "normalized": true,
168
+ "rstrip": false,
169
+ "single_word": false
170
+ },
171
+ {
172
+ "content": "<extra_id_75>",
173
+ "lstrip": true,
174
+ "normalized": true,
175
+ "rstrip": false,
176
+ "single_word": false
177
+ },
178
+ {
179
+ "content": "<extra_id_74>",
180
+ "lstrip": true,
181
+ "normalized": true,
182
+ "rstrip": false,
183
+ "single_word": false
184
+ },
185
+ {
186
+ "content": "<extra_id_73>",
187
+ "lstrip": true,
188
+ "normalized": true,
189
+ "rstrip": false,
190
+ "single_word": false
191
+ },
192
+ {
193
+ "content": "<extra_id_72>",
194
+ "lstrip": true,
195
+ "normalized": true,
196
+ "rstrip": false,
197
+ "single_word": false
198
+ },
199
+ {
200
+ "content": "<extra_id_71>",
201
+ "lstrip": true,
202
+ "normalized": true,
203
+ "rstrip": false,
204
+ "single_word": false
205
+ },
206
+ {
207
+ "content": "<extra_id_70>",
208
+ "lstrip": true,
209
+ "normalized": true,
210
+ "rstrip": false,
211
+ "single_word": false
212
+ },
213
+ {
214
+ "content": "<extra_id_69>",
215
+ "lstrip": true,
216
+ "normalized": true,
217
+ "rstrip": false,
218
+ "single_word": false
219
+ },
220
+ {
221
+ "content": "<extra_id_68>",
222
+ "lstrip": true,
223
+ "normalized": true,
224
+ "rstrip": false,
225
+ "single_word": false
226
+ },
227
+ {
228
+ "content": "<extra_id_67>",
229
+ "lstrip": true,
230
+ "normalized": true,
231
+ "rstrip": false,
232
+ "single_word": false
233
+ },
234
+ {
235
+ "content": "<extra_id_66>",
236
+ "lstrip": true,
237
+ "normalized": true,
238
+ "rstrip": false,
239
+ "single_word": false
240
+ },
241
+ {
242
+ "content": "<extra_id_65>",
243
+ "lstrip": true,
244
+ "normalized": true,
245
+ "rstrip": false,
246
+ "single_word": false
247
+ },
248
+ {
249
+ "content": "<extra_id_64>",
250
+ "lstrip": true,
251
+ "normalized": true,
252
+ "rstrip": false,
253
+ "single_word": false
254
+ },
255
+ {
256
+ "content": "<extra_id_63>",
257
+ "lstrip": true,
258
+ "normalized": true,
259
+ "rstrip": false,
260
+ "single_word": false
261
+ },
262
+ {
263
+ "content": "<extra_id_62>",
264
+ "lstrip": true,
265
+ "normalized": true,
266
+ "rstrip": false,
267
+ "single_word": false
268
+ },
269
+ {
270
+ "content": "<extra_id_61>",
271
+ "lstrip": true,
272
+ "normalized": true,
273
+ "rstrip": false,
274
+ "single_word": false
275
+ },
276
+ {
277
+ "content": "<extra_id_60>",
278
+ "lstrip": true,
279
+ "normalized": true,
280
+ "rstrip": false,
281
+ "single_word": false
282
+ },
283
+ {
284
+ "content": "<extra_id_59>",
285
+ "lstrip": true,
286
+ "normalized": true,
287
+ "rstrip": false,
288
+ "single_word": false
289
+ },
290
+ {
291
+ "content": "<extra_id_58>",
292
+ "lstrip": true,
293
+ "normalized": true,
294
+ "rstrip": false,
295
+ "single_word": false
296
+ },
297
+ {
298
+ "content": "<extra_id_57>",
299
+ "lstrip": true,
300
+ "normalized": true,
301
+ "rstrip": false,
302
+ "single_word": false
303
+ },
304
+ {
305
+ "content": "<extra_id_56>",
306
+ "lstrip": true,
307
+ "normalized": true,
308
+ "rstrip": false,
309
+ "single_word": false
310
+ },
311
+ {
312
+ "content": "<extra_id_55>",
313
+ "lstrip": true,
314
+ "normalized": true,
315
+ "rstrip": false,
316
+ "single_word": false
317
+ },
318
+ {
319
+ "content": "<extra_id_54>",
320
+ "lstrip": true,
321
+ "normalized": true,
322
+ "rstrip": false,
323
+ "single_word": false
324
+ },
325
+ {
326
+ "content": "<extra_id_53>",
327
+ "lstrip": true,
328
+ "normalized": true,
329
+ "rstrip": false,
330
+ "single_word": false
331
+ },
332
+ {
333
+ "content": "<extra_id_52>",
334
+ "lstrip": true,
335
+ "normalized": true,
336
+ "rstrip": false,
337
+ "single_word": false
338
+ },
339
+ {
340
+ "content": "<extra_id_51>",
341
+ "lstrip": true,
342
+ "normalized": true,
343
+ "rstrip": false,
344
+ "single_word": false
345
+ },
346
+ {
347
+ "content": "<extra_id_50>",
348
+ "lstrip": true,
349
+ "normalized": true,
350
+ "rstrip": false,
351
+ "single_word": false
352
+ },
353
+ {
354
+ "content": "<extra_id_49>",
355
+ "lstrip": true,
356
+ "normalized": true,
357
+ "rstrip": false,
358
+ "single_word": false
359
+ },
360
+ {
361
+ "content": "<extra_id_48>",
362
+ "lstrip": true,
363
+ "normalized": true,
364
+ "rstrip": false,
365
+ "single_word": false
366
+ },
367
+ {
368
+ "content": "<extra_id_47>",
369
+ "lstrip": true,
370
+ "normalized": true,
371
+ "rstrip": false,
372
+ "single_word": false
373
+ },
374
+ {
375
+ "content": "<extra_id_46>",
376
+ "lstrip": true,
377
+ "normalized": true,
378
+ "rstrip": false,
379
+ "single_word": false
380
+ },
381
+ {
382
+ "content": "<extra_id_45>",
383
+ "lstrip": true,
384
+ "normalized": true,
385
+ "rstrip": false,
386
+ "single_word": false
387
+ },
388
+ {
389
+ "content": "<extra_id_44>",
390
+ "lstrip": true,
391
+ "normalized": true,
392
+ "rstrip": false,
393
+ "single_word": false
394
+ },
395
+ {
396
+ "content": "<extra_id_43>",
397
+ "lstrip": true,
398
+ "normalized": true,
399
+ "rstrip": false,
400
+ "single_word": false
401
+ },
402
+ {
403
+ "content": "<extra_id_42>",
404
+ "lstrip": true,
405
+ "normalized": true,
406
+ "rstrip": false,
407
+ "single_word": false
408
+ },
409
+ {
410
+ "content": "<extra_id_41>",
411
+ "lstrip": true,
412
+ "normalized": true,
413
+ "rstrip": false,
414
+ "single_word": false
415
+ },
416
+ {
417
+ "content": "<extra_id_40>",
418
+ "lstrip": true,
419
+ "normalized": true,
420
+ "rstrip": false,
421
+ "single_word": false
422
+ },
423
+ {
424
+ "content": "<extra_id_39>",
425
+ "lstrip": true,
426
+ "normalized": true,
427
+ "rstrip": false,
428
+ "single_word": false
429
+ },
430
+ {
431
+ "content": "<extra_id_38>",
432
+ "lstrip": true,
433
+ "normalized": true,
434
+ "rstrip": false,
435
+ "single_word": false
436
+ },
437
+ {
438
+ "content": "<extra_id_37>",
439
+ "lstrip": true,
440
+ "normalized": true,
441
+ "rstrip": false,
442
+ "single_word": false
443
+ },
444
+ {
445
+ "content": "<extra_id_36>",
446
+ "lstrip": true,
447
+ "normalized": true,
448
+ "rstrip": false,
449
+ "single_word": false
450
+ },
451
+ {
452
+ "content": "<extra_id_35>",
453
+ "lstrip": true,
454
+ "normalized": true,
455
+ "rstrip": false,
456
+ "single_word": false
457
+ },
458
+ {
459
+ "content": "<extra_id_34>",
460
+ "lstrip": true,
461
+ "normalized": true,
462
+ "rstrip": false,
463
+ "single_word": false
464
+ },
465
+ {
466
+ "content": "<extra_id_33>",
467
+ "lstrip": true,
468
+ "normalized": true,
469
+ "rstrip": false,
470
+ "single_word": false
471
+ },
472
+ {
473
+ "content": "<extra_id_32>",
474
+ "lstrip": true,
475
+ "normalized": true,
476
+ "rstrip": false,
477
+ "single_word": false
478
+ },
479
+ {
480
+ "content": "<extra_id_31>",
481
+ "lstrip": true,
482
+ "normalized": true,
483
+ "rstrip": false,
484
+ "single_word": false
485
+ },
486
+ {
487
+ "content": "<extra_id_30>",
488
+ "lstrip": true,
489
+ "normalized": true,
490
+ "rstrip": false,
491
+ "single_word": false
492
+ },
493
+ {
494
+ "content": "<extra_id_29>",
495
+ "lstrip": true,
496
+ "normalized": true,
497
+ "rstrip": false,
498
+ "single_word": false
499
+ },
500
+ {
501
+ "content": "<extra_id_28>",
502
+ "lstrip": true,
503
+ "normalized": true,
504
+ "rstrip": false,
505
+ "single_word": false
506
+ },
507
+ {
508
+ "content": "<extra_id_27>",
509
+ "lstrip": true,
510
+ "normalized": true,
511
+ "rstrip": false,
512
+ "single_word": false
513
+ },
514
+ {
515
+ "content": "<extra_id_26>",
516
+ "lstrip": true,
517
+ "normalized": true,
518
+ "rstrip": false,
519
+ "single_word": false
520
+ },
521
+ {
522
+ "content": "<extra_id_25>",
523
+ "lstrip": true,
524
+ "normalized": true,
525
+ "rstrip": false,
526
+ "single_word": false
527
+ },
528
+ {
529
+ "content": "<extra_id_24>",
530
+ "lstrip": true,
531
+ "normalized": true,
532
+ "rstrip": false,
533
+ "single_word": false
534
+ },
535
+ {
536
+ "content": "<extra_id_23>",
537
+ "lstrip": true,
538
+ "normalized": true,
539
+ "rstrip": false,
540
+ "single_word": false
541
+ },
542
+ {
543
+ "content": "<extra_id_22>",
544
+ "lstrip": true,
545
+ "normalized": true,
546
+ "rstrip": false,
547
+ "single_word": false
548
+ },
549
+ {
550
+ "content": "<extra_id_21>",
551
+ "lstrip": true,
552
+ "normalized": true,
553
+ "rstrip": false,
554
+ "single_word": false
555
+ },
556
+ {
557
+ "content": "<extra_id_20>",
558
+ "lstrip": true,
559
+ "normalized": true,
560
+ "rstrip": false,
561
+ "single_word": false
562
+ },
563
+ {
564
+ "content": "<extra_id_19>",
565
+ "lstrip": true,
566
+ "normalized": true,
567
+ "rstrip": false,
568
+ "single_word": false
569
+ },
570
+ {
571
+ "content": "<extra_id_18>",
572
+ "lstrip": true,
573
+ "normalized": true,
574
+ "rstrip": false,
575
+ "single_word": false
576
+ },
577
+ {
578
+ "content": "<extra_id_17>",
579
+ "lstrip": true,
580
+ "normalized": true,
581
+ "rstrip": false,
582
+ "single_word": false
583
+ },
584
+ {
585
+ "content": "<extra_id_16>",
586
+ "lstrip": true,
587
+ "normalized": true,
588
+ "rstrip": false,
589
+ "single_word": false
590
+ },
591
+ {
592
+ "content": "<extra_id_15>",
593
+ "lstrip": true,
594
+ "normalized": true,
595
+ "rstrip": false,
596
+ "single_word": false
597
+ },
598
+ {
599
+ "content": "<extra_id_14>",
600
+ "lstrip": true,
601
+ "normalized": true,
602
+ "rstrip": false,
603
+ "single_word": false
604
+ },
605
+ {
606
+ "content": "<extra_id_13>",
607
+ "lstrip": true,
608
+ "normalized": true,
609
+ "rstrip": false,
610
+ "single_word": false
611
+ },
612
+ {
613
+ "content": "<extra_id_12>",
614
+ "lstrip": true,
615
+ "normalized": true,
616
+ "rstrip": false,
617
+ "single_word": false
618
+ },
619
+ {
620
+ "content": "<extra_id_11>",
621
+ "lstrip": true,
622
+ "normalized": true,
623
+ "rstrip": false,
624
+ "single_word": false
625
+ },
626
+ {
627
+ "content": "<extra_id_10>",
628
+ "lstrip": true,
629
+ "normalized": true,
630
+ "rstrip": false,
631
+ "single_word": false
632
+ },
633
+ {
634
+ "content": "<extra_id_9>",
635
+ "lstrip": true,
636
+ "normalized": true,
637
+ "rstrip": false,
638
+ "single_word": false
639
+ },
640
+ {
641
+ "content": "<extra_id_8>",
642
+ "lstrip": true,
643
+ "normalized": true,
644
+ "rstrip": false,
645
+ "single_word": false
646
+ },
647
+ {
648
+ "content": "<extra_id_7>",
649
+ "lstrip": true,
650
+ "normalized": true,
651
+ "rstrip": false,
652
+ "single_word": false
653
+ },
654
+ {
655
+ "content": "<extra_id_6>",
656
+ "lstrip": true,
657
+ "normalized": true,
658
+ "rstrip": false,
659
+ "single_word": false
660
+ },
661
+ {
662
+ "content": "<extra_id_5>",
663
+ "lstrip": true,
664
+ "normalized": true,
665
+ "rstrip": false,
666
+ "single_word": false
667
+ },
668
+ {
669
+ "content": "<extra_id_4>",
670
+ "lstrip": true,
671
+ "normalized": true,
672
+ "rstrip": false,
673
+ "single_word": false
674
+ },
675
+ {
676
+ "content": "<extra_id_3>",
677
+ "lstrip": true,
678
+ "normalized": true,
679
+ "rstrip": false,
680
+ "single_word": false
681
+ },
682
+ {
683
+ "content": "<extra_id_2>",
684
+ "lstrip": true,
685
+ "normalized": true,
686
+ "rstrip": false,
687
+ "single_word": false
688
+ },
689
+ {
690
+ "content": "<extra_id_1>",
691
+ "lstrip": true,
692
+ "normalized": true,
693
+ "rstrip": false,
694
+ "single_word": false
695
+ },
696
+ {
697
+ "content": "<extra_id_0>",
698
+ "lstrip": true,
699
+ "normalized": true,
700
+ "rstrip": false,
701
+ "single_word": false
702
+ }
703
  ],
704
+ "bos_token": {
705
+ "content": "<s>",
706
+ "lstrip": false,
707
+ "normalized": true,
708
+ "rstrip": false,
709
+ "single_word": false
710
+ },
711
+ "cls_token": {
712
+ "content": "<s>",
713
+ "lstrip": false,
714
+ "normalized": true,
715
+ "rstrip": false,
716
+ "single_word": false
717
+ },
718
  "eos_token": {
719
  "content": "</s>",
720
  "lstrip": false,
721
+ "normalized": true,
722
+ "rstrip": false,
723
+ "single_word": false
724
+ },
725
+ "mask_token": {
726
+ "content": "<mask>",
727
+ "lstrip": true,
728
+ "normalized": true,
729
  "rstrip": false,
730
  "single_word": false
731
  },
732
  "pad_token": {
733
  "content": "<pad>",
734
  "lstrip": false,
735
+ "normalized": true,
736
+ "rstrip": false,
737
+ "single_word": false
738
+ },
739
+ "sep_token": {
740
+ "content": "</s>",
741
+ "lstrip": false,
742
+ "normalized": true,
743
  "rstrip": false,
744
  "single_word": false
745
  },
746
  "unk_token": {
747
  "content": "<unk>",
748
  "lstrip": false,
749
+ "normalized": true,
750
  "rstrip": false,
751
  "single_word": false
752
  }
tokenizer_config.json CHANGED
@@ -1,941 +1,959 @@
1
  {
2
- "add_prefix_space": true,
3
  "added_tokens_decoder": {
4
  "0": {
5
  "content": "<pad>",
6
  "lstrip": false,
7
- "normalized": false,
8
  "rstrip": false,
9
  "single_word": false,
10
  "special": true
11
  },
12
  "1": {
13
- "content": "</s>",
14
  "lstrip": false,
15
- "normalized": false,
16
  "rstrip": false,
17
  "single_word": false,
18
  "special": true
19
  },
20
  "2": {
 
 
 
 
 
 
 
 
21
  "content": "<unk>",
22
  "lstrip": false,
23
- "normalized": false,
 
 
 
 
 
 
 
 
24
  "rstrip": false,
25
  "single_word": false,
26
  "special": true
27
  },
28
  "32000": {
29
  "content": "<extra_id_99>",
30
- "lstrip": false,
31
- "normalized": false,
32
  "rstrip": false,
33
  "single_word": false,
34
  "special": true
35
  },
36
  "32001": {
37
  "content": "<extra_id_98>",
38
- "lstrip": false,
39
- "normalized": false,
40
  "rstrip": false,
41
  "single_word": false,
42
  "special": true
43
  },
44
  "32002": {
45
  "content": "<extra_id_97>",
46
- "lstrip": false,
47
- "normalized": false,
48
  "rstrip": false,
49
  "single_word": false,
50
  "special": true
51
  },
52
  "32003": {
53
  "content": "<extra_id_96>",
54
- "lstrip": false,
55
- "normalized": false,
56
  "rstrip": false,
57
  "single_word": false,
58
  "special": true
59
  },
60
  "32004": {
61
  "content": "<extra_id_95>",
62
- "lstrip": false,
63
- "normalized": false,
64
  "rstrip": false,
65
  "single_word": false,
66
  "special": true
67
  },
68
  "32005": {
69
  "content": "<extra_id_94>",
70
- "lstrip": false,
71
- "normalized": false,
72
  "rstrip": false,
73
  "single_word": false,
74
  "special": true
75
  },
76
  "32006": {
77
  "content": "<extra_id_93>",
78
- "lstrip": false,
79
- "normalized": false,
80
  "rstrip": false,
81
  "single_word": false,
82
  "special": true
83
  },
84
  "32007": {
85
  "content": "<extra_id_92>",
86
- "lstrip": false,
87
- "normalized": false,
88
  "rstrip": false,
89
  "single_word": false,
90
  "special": true
91
  },
92
  "32008": {
93
  "content": "<extra_id_91>",
94
- "lstrip": false,
95
- "normalized": false,
96
  "rstrip": false,
97
  "single_word": false,
98
  "special": true
99
  },
100
  "32009": {
101
  "content": "<extra_id_90>",
102
- "lstrip": false,
103
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  "32097": {
805
  "content": "<extra_id_2>",
806
- "lstrip": false,
807
- "normalized": false,
808
  "rstrip": false,
809
  "single_word": false,
810
  "special": true
811
  },
812
  "32098": {
813
  "content": "<extra_id_1>",
814
- "lstrip": false,
815
- "normalized": false,
816
  "rstrip": false,
817
  "single_word": false,
818
  "special": true
819
  },
820
  "32099": {
821
  "content": "<extra_id_0>",
822
- "lstrip": false,
823
- "normalized": false,
824
  "rstrip": false,
825
  "single_word": false,
826
  "special": true
827
  }
828
  },
829
  "additional_special_tokens": [
830
- "<extra_id_0>",
831
- "<extra_id_1>",
832
- "<extra_id_2>",
833
- "<extra_id_3>",
834
- "<extra_id_4>",
835
- "<extra_id_5>",
836
- "<extra_id_6>",
837
- "<extra_id_7>",
838
- "<extra_id_8>",
839
- "<extra_id_9>",
840
- "<extra_id_10>",
841
- "<extra_id_11>",
842
- "<extra_id_12>",
843
- "<extra_id_13>",
844
- "<extra_id_14>",
845
- "<extra_id_15>",
846
- "<extra_id_16>",
847
- "<extra_id_17>",
848
- "<extra_id_18>",
849
- "<extra_id_19>",
850
- "<extra_id_20>",
851
- "<extra_id_21>",
852
- "<extra_id_22>",
853
- "<extra_id_23>",
854
- "<extra_id_24>",
855
- "<extra_id_25>",
856
- "<extra_id_26>",
857
- "<extra_id_27>",
858
- "<extra_id_28>",
859
- "<extra_id_29>",
860
- "<extra_id_30>",
861
- "<extra_id_31>",
862
- "<extra_id_32>",
863
- "<extra_id_33>",
864
- "<extra_id_34>",
865
- "<extra_id_35>",
866
- "<extra_id_36>",
867
- "<extra_id_37>",
868
- "<extra_id_38>",
869
- "<extra_id_39>",
870
- "<extra_id_40>",
871
- "<extra_id_41>",
872
- "<extra_id_42>",
873
- "<extra_id_43>",
874
- "<extra_id_44>",
875
- "<extra_id_45>",
876
- "<extra_id_46>",
877
- "<extra_id_47>",
878
- "<extra_id_48>",
879
- "<extra_id_49>",
880
- "<extra_id_50>",
881
- "<extra_id_51>",
882
- "<extra_id_52>",
883
- "<extra_id_53>",
884
- "<extra_id_54>",
885
- "<extra_id_55>",
886
- "<extra_id_56>",
887
- "<extra_id_57>",
888
- "<extra_id_58>",
889
- "<extra_id_59>",
890
- "<extra_id_60>",
891
- "<extra_id_61>",
892
- "<extra_id_62>",
893
- "<extra_id_63>",
894
- "<extra_id_64>",
895
- "<extra_id_65>",
896
- "<extra_id_66>",
897
- "<extra_id_67>",
898
- "<extra_id_68>",
899
- "<extra_id_69>",
900
- "<extra_id_70>",
901
- "<extra_id_71>",
902
- "<extra_id_72>",
903
- "<extra_id_73>",
904
- "<extra_id_74>",
905
- "<extra_id_75>",
906
- "<extra_id_76>",
907
- "<extra_id_77>",
908
- "<extra_id_78>",
909
- "<extra_id_79>",
910
- "<extra_id_80>",
911
- "<extra_id_81>",
912
- "<extra_id_82>",
913
- "<extra_id_83>",
914
- "<extra_id_84>",
915
- "<extra_id_85>",
916
- "<extra_id_86>",
917
- "<extra_id_87>",
918
- "<extra_id_88>",
919
- "<extra_id_89>",
920
- "<extra_id_90>",
921
- "<extra_id_91>",
922
- "<extra_id_92>",
923
- "<extra_id_93>",
924
- "<extra_id_94>",
925
- "<extra_id_95>",
926
- "<extra_id_96>",
927
- "<extra_id_97>",
928
  "<extra_id_98>",
929
- "<extra_id_99>"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
930
  ],
931
- "clean_up_tokenization_spaces": true,
 
 
932
  "eos_token": "</s>",
933
- "extra_ids": 100,
934
  "extra_special_tokens": {},
935
- "legacy": true,
936
  "model_max_length": 512,
937
  "pad_token": "<pad>",
938
- "sp_model_kwargs": {},
939
- "tokenizer_class": "T5Tokenizer",
940
  "unk_token": "<unk>"
941
  }
 
1
  {
2
+ "add_prefix_space": false,
3
  "added_tokens_decoder": {
4
  "0": {
5
  "content": "<pad>",
6
  "lstrip": false,
7
+ "normalized": true,
8
  "rstrip": false,
9
  "single_word": false,
10
  "special": true
11
  },
12
  "1": {
13
+ "content": "<s>",
14
  "lstrip": false,
15
+ "normalized": true,
16
  "rstrip": false,
17
  "single_word": false,
18
  "special": true
19
  },
20
  "2": {
21
+ "content": "</s>",
22
+ "lstrip": false,
23
+ "normalized": true,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
  "content": "<unk>",
30
  "lstrip": false,
31
+ "normalized": true,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "4": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": true,
40
  "rstrip": false,
41
  "single_word": false,
42
  "special": true
43
  },
44
  "32000": {
45
  "content": "<extra_id_99>",
46
+ "lstrip": true,
47
+ "normalized": true,
48
  "rstrip": false,
49
  "single_word": false,
50
  "special": true
51
  },
52
  "32001": {
53
  "content": "<extra_id_98>",
54
+ "lstrip": true,
55
+ "normalized": true,
56
  "rstrip": false,
57
  "single_word": false,
58
  "special": true
59
  },
60
  "32002": {
61
  "content": "<extra_id_97>",
62
+ "lstrip": true,
63
+ "normalized": true,
64
  "rstrip": false,
65
  "single_word": false,
66
  "special": true
67
  },
68
  "32003": {
69
  "content": "<extra_id_96>",
70
+ "lstrip": true,
71
+ "normalized": true,
72
  "rstrip": false,
73
  "single_word": false,
74
  "special": true
75
  },
76
  "32004": {
77
  "content": "<extra_id_95>",
78
+ "lstrip": true,
79
+ "normalized": true,
80
  "rstrip": false,
81
  "single_word": false,
82
  "special": true
83
  },
84
  "32005": {
85
  "content": "<extra_id_94>",
86
+ "lstrip": true,
87
+ "normalized": true,
88
  "rstrip": false,
89
  "single_word": false,
90
  "special": true
91
  },
92
  "32006": {
93
  "content": "<extra_id_93>",
94
+ "lstrip": true,
95
+ "normalized": true,
96
  "rstrip": false,
97
  "single_word": false,
98
  "special": true
99
  },
100
  "32007": {
101
  "content": "<extra_id_92>",
102
+ "lstrip": true,
103
+ "normalized": true,
104
  "rstrip": false,
105
  "single_word": false,
106
  "special": true
107
  },
108
  "32008": {
109
  "content": "<extra_id_91>",
110
+ "lstrip": true,
111
+ "normalized": true,
112
  "rstrip": false,
113
  "single_word": false,
114
  "special": true
115
  },
116
  "32009": {
117
  "content": "<extra_id_90>",
118
+ "lstrip": true,
119
+ "normalized": true,
120
  "rstrip": false,
121
  "single_word": false,
122
  "special": true
123
  },
124
  "32010": {
125
  "content": "<extra_id_89>",
126
+ "lstrip": true,
127
+ "normalized": true,
128
  "rstrip": false,
129
  "single_word": false,
130
  "special": true
131
  },
132
  "32011": {
133
  "content": "<extra_id_88>",
134
+ "lstrip": true,
135
+ "normalized": true,
136
  "rstrip": false,
137
  "single_word": false,
138
  "special": true
139
  },
140
  "32012": {
141
  "content": "<extra_id_87>",
142
+ "lstrip": true,
143
+ "normalized": true,
144
  "rstrip": false,
145
  "single_word": false,
146
  "special": true
147
  },
148
  "32013": {
149
  "content": "<extra_id_86>",
150
+ "lstrip": true,
151
+ "normalized": true,
152
  "rstrip": false,
153
  "single_word": false,
154
  "special": true
155
  },
156
  "32014": {
157
  "content": "<extra_id_85>",
158
+ "lstrip": true,
159
+ "normalized": true,
160
  "rstrip": false,
161
  "single_word": false,
162
  "special": true
163
  },
164
  "32015": {
165
  "content": "<extra_id_84>",
166
+ "lstrip": true,
167
+ "normalized": true,
168
  "rstrip": false,
169
  "single_word": false,
170
  "special": true
171
  },
172
  "32016": {
173
  "content": "<extra_id_83>",
174
+ "lstrip": true,
175
+ "normalized": true,
176
  "rstrip": false,
177
  "single_word": false,
178
  "special": true
179
  },
180
  "32017": {
181
  "content": "<extra_id_82>",
182
+ "lstrip": true,
183
+ "normalized": true,
184
  "rstrip": false,
185
  "single_word": false,
186
  "special": true
187
  },
188
  "32018": {
189
  "content": "<extra_id_81>",
190
+ "lstrip": true,
191
+ "normalized": true,
192
  "rstrip": false,
193
  "single_word": false,
194
  "special": true
195
  },
196
  "32019": {
197
  "content": "<extra_id_80>",
198
+ "lstrip": true,
199
+ "normalized": true,
200
  "rstrip": false,
201
  "single_word": false,
202
  "special": true
203
  },
204
  "32020": {
205
  "content": "<extra_id_79>",
206
+ "lstrip": true,
207
+ "normalized": true,
208
  "rstrip": false,
209
  "single_word": false,
210
  "special": true
211
  },
212
  "32021": {
213
  "content": "<extra_id_78>",
214
+ "lstrip": true,
215
+ "normalized": true,
216
  "rstrip": false,
217
  "single_word": false,
218
  "special": true
219
  },
220
  "32022": {
221
  "content": "<extra_id_77>",
222
+ "lstrip": true,
223
+ "normalized": true,
224
  "rstrip": false,
225
  "single_word": false,
226
  "special": true
227
  },
228
  "32023": {
229
  "content": "<extra_id_76>",
230
+ "lstrip": true,
231
+ "normalized": true,
232
  "rstrip": false,
233
  "single_word": false,
234
  "special": true
235
  },
236
  "32024": {
237
  "content": "<extra_id_75>",
238
+ "lstrip": true,
239
+ "normalized": true,
240
  "rstrip": false,
241
  "single_word": false,
242
  "special": true
243
  },
244
  "32025": {
245
  "content": "<extra_id_74>",
246
+ "lstrip": true,
247
+ "normalized": true,
248
  "rstrip": false,
249
  "single_word": false,
250
  "special": true
251
  },
252
  "32026": {
253
  "content": "<extra_id_73>",
254
+ "lstrip": true,
255
+ "normalized": true,
256
  "rstrip": false,
257
  "single_word": false,
258
  "special": true
259
  },
260
  "32027": {
261
  "content": "<extra_id_72>",
262
+ "lstrip": true,
263
+ "normalized": true,
264
  "rstrip": false,
265
  "single_word": false,
266
  "special": true
267
  },
268
  "32028": {
269
  "content": "<extra_id_71>",
270
+ "lstrip": true,
271
+ "normalized": true,
272
  "rstrip": false,
273
  "single_word": false,
274
  "special": true
275
  },
276
  "32029": {
277
  "content": "<extra_id_70>",
278
+ "lstrip": true,
279
+ "normalized": true,
280
  "rstrip": false,
281
  "single_word": false,
282
  "special": true
283
  },
284
  "32030": {
285
  "content": "<extra_id_69>",
286
+ "lstrip": true,
287
+ "normalized": true,
288
  "rstrip": false,
289
  "single_word": false,
290
  "special": true
291
  },
292
  "32031": {
293
  "content": "<extra_id_68>",
294
+ "lstrip": true,
295
+ "normalized": true,
296
  "rstrip": false,
297
  "single_word": false,
298
  "special": true
299
  },
300
  "32032": {
301
  "content": "<extra_id_67>",
302
+ "lstrip": true,
303
+ "normalized": true,
304
  "rstrip": false,
305
  "single_word": false,
306
  "special": true
307
  },
308
  "32033": {
309
  "content": "<extra_id_66>",
310
+ "lstrip": true,
311
+ "normalized": true,
312
  "rstrip": false,
313
  "single_word": false,
314
  "special": true
315
  },
316
  "32034": {
317
  "content": "<extra_id_65>",
318
+ "lstrip": true,
319
+ "normalized": true,
320
  "rstrip": false,
321
  "single_word": false,
322
  "special": true
323
  },
324
  "32035": {
325
  "content": "<extra_id_64>",
326
+ "lstrip": true,
327
+ "normalized": true,
328
  "rstrip": false,
329
  "single_word": false,
330
  "special": true
331
  },
332
  "32036": {
333
  "content": "<extra_id_63>",
334
+ "lstrip": true,
335
+ "normalized": true,
336
  "rstrip": false,
337
  "single_word": false,
338
  "special": true
339
  },
340
  "32037": {
341
  "content": "<extra_id_62>",
342
+ "lstrip": true,
343
+ "normalized": true,
344
  "rstrip": false,
345
  "single_word": false,
346
  "special": true
347
  },
348
  "32038": {
349
  "content": "<extra_id_61>",
350
+ "lstrip": true,
351
+ "normalized": true,
352
  "rstrip": false,
353
  "single_word": false,
354
  "special": true
355
  },
356
  "32039": {
357
  "content": "<extra_id_60>",
358
+ "lstrip": true,
359
+ "normalized": true,
360
  "rstrip": false,
361
  "single_word": false,
362
  "special": true
363
  },
364
  "32040": {
365
  "content": "<extra_id_59>",
366
+ "lstrip": true,
367
+ "normalized": true,
368
  "rstrip": false,
369
  "single_word": false,
370
  "special": true
371
  },
372
  "32041": {
373
  "content": "<extra_id_58>",
374
+ "lstrip": true,
375
+ "normalized": true,
376
  "rstrip": false,
377
  "single_word": false,
378
  "special": true
379
  },
380
  "32042": {
381
  "content": "<extra_id_57>",
382
+ "lstrip": true,
383
+ "normalized": true,
384
  "rstrip": false,
385
  "single_word": false,
386
  "special": true
387
  },
388
  "32043": {
389
  "content": "<extra_id_56>",
390
+ "lstrip": true,
391
+ "normalized": true,
392
  "rstrip": false,
393
  "single_word": false,
394
  "special": true
395
  },
396
  "32044": {
397
  "content": "<extra_id_55>",
398
+ "lstrip": true,
399
+ "normalized": true,
400
  "rstrip": false,
401
  "single_word": false,
402
  "special": true
403
  },
404
  "32045": {
405
  "content": "<extra_id_54>",
406
+ "lstrip": true,
407
+ "normalized": true,
408
  "rstrip": false,
409
  "single_word": false,
410
  "special": true
411
  },
412
  "32046": {
413
  "content": "<extra_id_53>",
414
+ "lstrip": true,
415
+ "normalized": true,
416
  "rstrip": false,
417
  "single_word": false,
418
  "special": true
419
  },
420
  "32047": {
421
  "content": "<extra_id_52>",
422
+ "lstrip": true,
423
+ "normalized": true,
424
  "rstrip": false,
425
  "single_word": false,
426
  "special": true
427
  },
428
  "32048": {
429
  "content": "<extra_id_51>",
430
+ "lstrip": true,
431
+ "normalized": true,
432
  "rstrip": false,
433
  "single_word": false,
434
  "special": true
435
  },
436
  "32049": {
437
  "content": "<extra_id_50>",
438
+ "lstrip": true,
439
+ "normalized": true,
440
  "rstrip": false,
441
  "single_word": false,
442
  "special": true
443
  },
444
  "32050": {
445
  "content": "<extra_id_49>",
446
+ "lstrip": true,
447
+ "normalized": true,
448
  "rstrip": false,
449
  "single_word": false,
450
  "special": true
451
  },
452
  "32051": {
453
  "content": "<extra_id_48>",
454
+ "lstrip": true,
455
+ "normalized": true,
456
  "rstrip": false,
457
  "single_word": false,
458
  "special": true
459
  },
460
  "32052": {
461
  "content": "<extra_id_47>",
462
+ "lstrip": true,
463
+ "normalized": true,
464
  "rstrip": false,
465
  "single_word": false,
466
  "special": true
467
  },
468
  "32053": {
469
  "content": "<extra_id_46>",
470
+ "lstrip": true,
471
+ "normalized": true,
472
  "rstrip": false,
473
  "single_word": false,
474
  "special": true
475
  },
476
  "32054": {
477
  "content": "<extra_id_45>",
478
+ "lstrip": true,
479
+ "normalized": true,
480
  "rstrip": false,
481
  "single_word": false,
482
  "special": true
483
  },
484
  "32055": {
485
  "content": "<extra_id_44>",
486
+ "lstrip": true,
487
+ "normalized": true,
488
  "rstrip": false,
489
  "single_word": false,
490
  "special": true
491
  },
492
  "32056": {
493
  "content": "<extra_id_43>",
494
+ "lstrip": true,
495
+ "normalized": true,
496
  "rstrip": false,
497
  "single_word": false,
498
  "special": true
499
  },
500
  "32057": {
501
  "content": "<extra_id_42>",
502
+ "lstrip": true,
503
+ "normalized": true,
504
  "rstrip": false,
505
  "single_word": false,
506
  "special": true
507
  },
508
  "32058": {
509
  "content": "<extra_id_41>",
510
+ "lstrip": true,
511
+ "normalized": true,
512
  "rstrip": false,
513
  "single_word": false,
514
  "special": true
515
  },
516
  "32059": {
517
  "content": "<extra_id_40>",
518
+ "lstrip": true,
519
+ "normalized": true,
520
  "rstrip": false,
521
  "single_word": false,
522
  "special": true
523
  },
524
  "32060": {
525
  "content": "<extra_id_39>",
526
+ "lstrip": true,
527
+ "normalized": true,
528
  "rstrip": false,
529
  "single_word": false,
530
  "special": true
531
  },
532
  "32061": {
533
  "content": "<extra_id_38>",
534
+ "lstrip": true,
535
+ "normalized": true,
536
  "rstrip": false,
537
  "single_word": false,
538
  "special": true
539
  },
540
  "32062": {
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