Google Reformer is a machine learning model designed to handle long sequences efficiently. It achieves this by using locality-sensitive hashing and reversible layers, which reduce memory usage and computational complexity compared to traditional transformers. This allows it to process longer texts and datasets more effectively.
About Google Reformer
Google Reformer was introduced in 2020 by researchers at Google. It was developed to address the limitations of traditional transformer models, particularly their inefficiency in handling long sequences. By incorporating locality-sensitive hashing and reversible layers, it aimed to improve memory usage and computational efficiency, enabling more effective processing of extensive texts and datasets.
Strengths: Google Reformer efficiently handles long sequences, reduces memory usage, and lowers computational complexity. Weaknesses: It may be more complex to implement and understand compared to traditional transformers. Competitors include OpenAI's GPT-3, Facebook's Longformer, and other advanced transformer models.
Hire Google Reformer Experts
Work with Howdy to gain access to the top 1% of LatAM Talent.
Share your Needs
Talk requirements with a Howdy Expert.
Choose Talent
We'll provide a list of the best candidates.
Recruit Risk Free
No hidden fees, no upfront costs, start working within 24 hrs.
How to hire a Google Reformer expert
A Google Reformer expert must have strong skills in machine learning, particularly in transformer models. Proficiency in programming languages like Python, experience with deep learning frameworks such as TensorFlow or PyTorch, and a solid understanding of locality-sensitive hashing and reversible layers are essential. Knowledge of natural language processing (NLP) techniques is also crucial.
*Estimations are based on information from Glassdoor, salary.com and live Howdy data.
USA
$ 224K
Employer Cost
$ 127K
Employer Cost
$ 97K
Benefits + Taxes + Fees
Salary
The Best of the Best Optimized for Your Budget
Thanks to our Cost Calculator, you can estimate how much you're saving when hiring top LatAm talent with no middlemen or hidden fees.