Llm Finetuning
3 weeks ago
**LLM Finetuning**
About the Role
Duration: 6 Month
Location: Remote
Salary 13 LPA 17LPA)
Timings: Full Time (As per company timings)
Notice Period: within 15 days or immediate joiner
Experience: 4-5 Years
Must have skills:
- Python Programming: Proficiency in Python,
- Working with libraries like TensorFlow, PyTorch,Transformers,NLTK,Pandas,sklearn, and other related libraries used in NLP tasks and fine tuning language models.
- Experience with building comprehensive python modules for NLP tasks like tokenization, word embeddings,classifications etc
- Proficiency in data preprocessing techniques such as text cleaning, tokenization, normalization,handling of special characters is essential for preparing data for fine tuning language models.
- Knowledge of machine learning concepts like neural networks, optimization algorithms, model evaluation techniques.
- Deep learning expertise w.r.t NLP
- Expertise on adapting pre-trained language models to specific tasks and domains
- Experience with hyperparameter tuning methods such as grid search, random search, or Bayesian optimization for optimizing model performance during fine tuning.
- Experience in financial lending domain customer onboarding, loan servicing, collections.
- Expertise with tools and frameworks for handling large datasets.
- Ability to evaluate model performance using appropriate metrics and interpret model predictions
- Awareness of ethical considerations related to language models, such as bias mitigation, privacy preservation, and responsible AI practices
- Ability to work with existing customer systems.
Requirement:
- Evaluating and selecting the open source and/or commercial LLMs suitable for financial lending domains
- Finetune the selected models for domain-specific tasks
- Continuously monitor and measure model performance and improve model performance
- Build and Manage modsurel pipeline lifecycle - from getting datasets, cleaning datasets, fine tuning the models,meae model performance,deploy the models,monitor and improve the model performance to meet business needs.
Other Personal Characteristics
- Dynamic, engaging, self-reliant developer
- Ability to deal with ambiguity
- Manage a collaborative and analytical approach
- Self-confident and humble
- Open to continuous learning
- Intelligent, rigorous thinker who can operate successfully amongst bright people
- Be equally comfortable and capable of interacting with technologists as they are with business executives.
Linked in post
Join Our Team at HCT INFOTECH: Finetuning Language Models (LLM) Specialist
Company Description
HCT INFOTECH is a global IT consulting powerhouse headquartered in Florida, USA, with strategic offices in Asia and Africa. We specialize in integrated, reliable, and cost-effective solutions, delivering unparalleled value to numerous enterprises. Our areas of expertise include Cloud Services & Solutions, Software Development, Disaster Recovery Solutions, Backup Solutions, Cyber-Security, Managed Services, Networking, and ISO 27001 Compliance Certification. With a team of seasoned professionals boasting over 100 years of combined expertise, HCT INFOTECH is dedicated to propelling businesses forward through innovative solutions.
Pay: ₹1,300,000.00 - ₹1,700,000.00 per year
Schedule:
- Day shift
Work Location: Remote
