lvwerra / gpt2-imdb-pos

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Model's Last Updated: May 23 2021

Introduction of gpt2-imdb-pos

Model Details of gpt2-imdb-pos

GPT2-IMDB-pos

What is it?

A small GPT2 ( lvwerra/gpt2-imdb ) language model fine-tuned to produce positive movie reviews based the IMDB dataset . The model is trained with rewards from a BERT sentiment classifier ( lvwerra/gpt2-imdb ) via PPO.

Training setting

The model was trained for 100 optimisation steps with a batch size of 256 which corresponds to 25600 training samples. The full experiment setup can be found in the Jupyter notebook in the trl repo .

Examples

A few examples of the model response to a query before and after optimisation:

query response (before) response (after) rewards (before) rewards (after)
I'd never seen a heavier, woodier example of Victorian archite... film of this caliber, and I think it's wonder... 3.297736 4.158653
I love John's work but I actually have to write language as in w... and I hereby recommend this film. I am really... -1.904006 4.159198
I's a big struggle to see anyone who acts in that way. by Jim Th... , but overall I'm happy with the changes even ... -1.595925 2.651260

Runs of lvwerra gpt2-imdb-pos on huggingface.co

641
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24-hour runs
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3-day runs
25
7-day runs
630
30-day runs

More Information About gpt2-imdb-pos huggingface.co Model

gpt2-imdb-pos huggingface.co

gpt2-imdb-pos huggingface.co is an AI model on huggingface.co that provides gpt2-imdb-pos's model effect (), which can be used instantly with this lvwerra gpt2-imdb-pos model. huggingface.co supports a free trial of the gpt2-imdb-pos model, and also provides paid use of the gpt2-imdb-pos. Support call gpt2-imdb-pos model through api, including Node.js, Python, http.

gpt2-imdb-pos huggingface.co Url

https://huggingface.co/lvwerra/gpt2-imdb-pos

lvwerra gpt2-imdb-pos online free

gpt2-imdb-pos huggingface.co is an online trial and call api platform, which integrates gpt2-imdb-pos's modeling effects, including api services, and provides a free online trial of gpt2-imdb-pos, you can try gpt2-imdb-pos online for free by clicking the link below.

lvwerra gpt2-imdb-pos online free url in huggingface.co:

https://huggingface.co/lvwerra/gpt2-imdb-pos

gpt2-imdb-pos install

gpt2-imdb-pos is an open source model from GitHub that offers a free installation service, and any user can find gpt2-imdb-pos on GitHub to install. At the same time, huggingface.co provides the effect of gpt2-imdb-pos install, users can directly use gpt2-imdb-pos installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

gpt2-imdb-pos install url in huggingface.co:

https://huggingface.co/lvwerra/gpt2-imdb-pos

Url of gpt2-imdb-pos

gpt2-imdb-pos huggingface.co Url

Provider of gpt2-imdb-pos huggingface.co

lvwerra
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