pipe = pipeline("text-classification", model="lordtt13/emo-mobilebert")     
I would like to fine tune this model to multiclassification with more than 200 tags avaialable
the data looks like that
"I’m looking for a hobby that teaches me survival and outdoor skills."
Tags: Survival Skills, Outdoor Skills, Tool Handling, Safety Awareness
"Can you recommend a hobby to improve my sense of timing and coordination?"
Tags: Timing, Coordination, Agility, Reflexes
"I want a hobby that’s intellectually challenging and fosters curiosity."
Tags: Scientific Curiosity, Logical Reasoning, Historical Curiosity, Discovery
"I’d love to try a hobby that involves experimenting with flavors and food science."
Tags: Flavor Pairing, Sensory Analysis, Chemistry, Meal Preparation
"What’s a fun hobby to improve my editing and audio production skills?"
Tags: Audio Editing, Editing, Technology, Technical Knowledge
"I want an eco-friendly hobby that connects me with sustainability practices."
Tags: Sustainability, Environmental Awareness, Horticulture, Nature Appreciation
"Can you suggest a hobby where I can improve my breathing and relaxation?"
Tags: Breathing Control, Stress Relief, Relaxation, Physical Fitness
"Looking for a high-energy activity that tests my stamina and strength."
Tags: Stamina, Strength, High-Intensity Training, Physical Fitness
"I’d like to learn to make drinks, like coffee or cocktails, as a hobby."
Tags: Brewing Techniques, Flavor Combinations, Chemistry, Meal Preparation
"What’s a good hobby for exploring new places and enjoying the outdoors?"
Tags: Exploration, Outdoor Activity, Adventure, Cultural Awareness
"I want a creative hobby to improve my skills with colors and patterns."
Tags: Color Theory, Pattern Recognition, Design Sense, Creativity
"Can you recommend a hobby that involves strategy and thinking ahead?"
Tags: Strategy, Logical Reasoning, Planning, Problem-Solving
"I’d like a musical hobby to develop my vocal control and performance skills."
Tags: Vocal Control, Performance Skills, Musical Timing, Dexterity
"What’s a hobby that helps me stay fit while improving balance and flexibility?"
Tags: Balance, Flexibility, Fitness, Physical Fitness
"I’m interested in a hobby that lets me practice gardening and taking care of plants."
Tags: Horticulture, Agriculture, Nature Appreciation, Tool Handling
"I want to try a hobby that sharpens my observation and attention to detail."
Tags: Observation, Attention to Detail, Critical Thinking, Research Skills
"What’s a hobby that involves creating art and developing craftsmanship?"
Tags: Craftsmanship, Art Appreciation, Fine Motor Skills, Tool Handling
"I want a hobby where I can practice teamwork and leadership skills."
Tags: Teamwork, Leadership, Communication, Social Skills
"I’m looking for a hobby that lets me explore wildlife and learn about animals."
Tags: Wildlife Appreciation, Animal Care, Environmental Awareness, Biology Knowledge
"Can you recommend a hobby that helps with mental focus and clarity?"
Tags: Mental Clarity, Focus, Discipline, Mindfulness
"I’d like to learn a skill that involves crafting functional or decorative items."
Tags: Crafting, Artistic Skills, Material Handling, Tool Handling
"What’s a hobby where I can explore historical stories and reenact events?"
Tags: Historical Appreciation, Storytelling, Character Analysis, Exploration
"I want a fitness hobby that also improves my cardiovascular health."
Tags: Cardiovascular Health, Endurance, Fitness, Physical Fitness
"Can you suggest a hobby where I can create unique and stylish designs?"
Tags: Design Skills, Artistic Skills, Color Theory, Aesthetic Appreciation
"I’d like a hobby to explore flavors and develop my sensory skills."
Tags: Sensory Analysis, Flavor Combinations, Cooking, Chemistry
"What’s a hobby to help me understand photography and creative editing?"
Tags: Photography, Digital Media, Editing, Light Mastery