This
albert-base-v2
model was fine-tuned for sequence classification using TextAttack
and the yelp_polarity dataset loaded using the
nlp
library. The model was fine-tuned
for 5 epochs with a batch size of 16, a learning
rate of 3e-05, and a maximum sequence length of 512.
Since this was a classification task, the model was trained with a cross-entropy loss function.
The best score the model achieved on this task was 0.975078947368421, as measured by the
eval set accuracy, found after 3 epochs.
Runs of textattack albert-base-v2-yelp-polarity on huggingface.co
34
Total runs
0
24-hour runs
-6
3-day runs
-12
7-day runs
-45
30-day runs
More Information About albert-base-v2-yelp-polarity huggingface.co Model
albert-base-v2-yelp-polarity huggingface.co
albert-base-v2-yelp-polarity huggingface.co is an AI model on huggingface.co that provides albert-base-v2-yelp-polarity's model effect (), which can be used instantly with this textattack albert-base-v2-yelp-polarity model. huggingface.co supports a free trial of the albert-base-v2-yelp-polarity model, and also provides paid use of the albert-base-v2-yelp-polarity. Support call albert-base-v2-yelp-polarity model through api, including Node.js, Python, http.
albert-base-v2-yelp-polarity huggingface.co is an online trial and call api platform, which integrates albert-base-v2-yelp-polarity's modeling effects, including api services, and provides a free online trial of albert-base-v2-yelp-polarity, you can try albert-base-v2-yelp-polarity online for free by clicking the link below.
textattack albert-base-v2-yelp-polarity online free url in huggingface.co:
albert-base-v2-yelp-polarity is an open source model from GitHub that offers a free installation service, and any user can find albert-base-v2-yelp-polarity on GitHub to install. At the same time, huggingface.co provides the effect of albert-base-v2-yelp-polarity install, users can directly use albert-base-v2-yelp-polarity installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
albert-base-v2-yelp-polarity install url in huggingface.co: