Machine Learning Resource for VLM
Description
Project Description:
- Work as a part of the customer team based in UAE. Most of the work shall be remote with travel to UAE a few times.
- Total project length: 6 months (with possible extension)
- The task involves helping the researchers at the customer site with tasks associated with the development of their new VLM model for robot manipulation.
- Data collection and handling
- VLM model training with different datasets
- Fine-tuning VLM model
- Benchmarking VLM model against OpenVLA.
Required Skillsets:
- Master or equivalent level of education in the field of computer science or Machine Learning
- 5+ years of working experience in AI/ML
- Programming in Python
- Expertise in working with common ML frameworks like PyTorch, TensorFlow, etc.
- Experience in Deep learning models, particularly in vision and language models.
- Understanding of VLM evaluation metrics
- Familiarity with fine-tuning techniques like prompt engineering, few-shot learning, etc.
- Experience with model optimization techniques
- Familiarity in handling large datasets.
Assignment
Machine Learning Resource for VLM
Location
Competences
Calculation & Simulation
Workload
Language requirements
Start date
1970-01-01
Publication date
2024-09-06
Apply by
2024-09-20
Contact person
Fredrik Grahn, fredrik.grahn@sigma.se, 46761616649