BERT
language model
Overview
Developed byGoogle
Founded2018
LicenseApache 2.0
Open source✓ Open Source
Use casenatural language processing and understanding
Technical
Integrates with
Knowledge graph stats
Claims37
Avg confidence95%
Avg freshness99%
Last updatedUpdated 5 days ago
WikidataQ60747150
Trust distribution
100% unverified
Governance
Not assessed
BERT
product
Bidirectional transformer model that generates contextual embeddings for vector database storage
Compare with...training method
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| masked language modeling | ○Unverified | High | Fresh | 1 |
| next sentence prediction | ○Unverified | High | Fresh | 1 |
| bidirectional encoding | ○Unverified | High | Fresh | 1 |
released year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2018 | ○Unverified | High | Fresh | 1 |
supports model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| bidirectional encoder representations | ○Unverified | High | Fresh | 1 |
| BERT-Large | ○Unverified | High | Fresh | 1 |
| BERT-Base | ○Unverified | High | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| natural language processing and understanding | ○Unverified | High | Fresh | 1 |
| Natural Language Understanding | ○Unverified | High | Fresh | 1 |
| natural language understanding and processing | ○Unverified | High | Fresh | 1 |
| Natural language understanding and text representation | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| ○Unverified | High | Fresh | 1 | |
| Google AI Language | ○Unverified | High | Fresh | 1 |
| Google AI | ○Unverified | High | Fresh | 1 |
supports protocol
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| bidirectional encoding | ○Unverified | High | Fresh | 1 |
| Hugging Face Transformers API | ○Unverified | Moderate | Fresh | 1 |
published year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2018 | ○Unverified | High | Fresh | 1 |
supports task
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| question answering | ○Unverified | High | Fresh | 1 |
| text classification | ○Unverified | High | Fresh | 1 |
| named entity recognition | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Python | ○Unverified | High | Fresh | 1 |
| Large computational resources for training | ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Hugging Face Transformers | ○Unverified | High | Fresh | 1 |
| TensorFlow | ○Unverified | High | Fresh | 1 |
| PyTorch | ○Unverified | Moderate | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache 2.0 | ○Unverified | High | Fresh | 1 |
| Apache License 2.0 | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Free | ○Unverified | High | Fresh | 1 |
| Free open source | ○Unverified | High | Fresh | 1 |
available on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Hugging Face Hub | ○Unverified | High | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2018 | ○Unverified | High | Fresh | 1 |
open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
based on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Transformer architecture | ○Unverified | High | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| GPT models | ○Unverified | Moderate | Fresh | 1 |
| RoBERTa | ○Unverified | Moderate | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| GPT | ○Unverified | Moderate | Fresh | 1 |
| ELMo | ○Unverified | Moderate | Fresh | 1 |