# gpt2_review_star2

* This model has been trained as a review_body dataset with a star of 2 in the [amazon_review dataset](https://huggingface.co/datasets/amazon_reviews_multi).
* Input text what you want to generate review.
* If the context is longer than 1200 characters, the context may be cut in the middle and the result may not come out well.

review generator DEMO: [Ainize DEMO](https://main-review-generator-ehdwns1516.endpoint.ainize.ai/)

review generator API: [Ainize API](https://ainize.web.app/redirect?git_repo=https://github.com/ehdwns1516/review_generator)

## Model links for each 1 to 5 star
* [ehdwns1516/gpt2_review_star1](https://huggingface.co/ehdwns1516/gpt2_review_star1)
* [ehdwns1516/gpt2_review_star2](https://huggingface.co/ehdwns1516/gpt2_review_star2)
* [ehdwns1516/gpt2_review_star3](https://huggingface.co/ehdwns1516/gpt2_review_star3)
* [ehdwns1516/gpt2_review_star4](https://huggingface.co/ehdwns1516/gpt2_review_star4)
* [ehdwns1516/gpt2_review_star5](https://huggingface.co/ehdwns1516/gpt2_review_star5)

## Overview

Language model: [gpt2](https://huggingface.co/gpt2)

Language: English

Training data: review_body dataset with a star of 2 in the [amazon_review dataset](https://huggingface.co/datasets/amazon_reviews_multi).

Code: See [Ainize Workspace](https://ainize.ai/workspace/create?imageId=hnj95592adzr02xPTqss&git=https://github.com/ehdwns1516/gpt2_review_fine-tunning_note)

## Usage
## In Transformers

```
from transformers import AutoTokenizer, AutoModelWithLMHead
  
tokenizer = AutoTokenizer.from_pretrained("ehdwns1516/gpt2_review_star2")

model = AutoModelWithLMHead.from_pretrained("ehdwns1516/gpt2_review_star2")

generator = pipeline(
    "text-generation",
    model="ehdwns1516/gpt2_review_star2",
    tokenizer=tokenizer
)

context = "your context"

result = dict()
result[0] = generator(context)[0]
```

{}
transformers pytorch gpt2 text-generation autotrain_compatible endpoints_compatible text-generation-inference region:us
TAGS
#transformers #pytorch #gpt2 #text-generation #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 

# gpt2_review_star2

* This model has been trained as a review_body dataset with a star of 2 in the amazon_review dataset.
* Input text what you want to generate review.
* If the context is longer than 1200 characters, the context may be cut in the middle and the result may not come out well.

review generator DEMO: Ainize DEMO

review generator API: Ainize API

## Model links for each 1 to 5 star
* ehdwns1516/gpt2_review_star1
* ehdwns1516/gpt2_review_star2
* ehdwns1516/gpt2_review_star3
* ehdwns1516/gpt2_review_star4
* ehdwns1516/gpt2_review_star5

## Overview

Language model: gpt2

Language: English

Training data: review_body dataset with a star of 2 in the amazon_review dataset.

Code: See Ainize Workspace

## Usage
## In Transformers



# gpt2_review_star2

* This model has been trained as a review_body dataset with a star of 2 in the amazon_review dataset.
* Input text what you want to generate review.
* If the context is longer than 1200 characters, the context may be cut in the middle and the result may not come out well.

review generator DEMO: Ainize DEMO

review generator API: Ainize API ## Model links for each 1 to 5 star
* ehdwns1516/gpt2_review_star1
* ehdwns1516/gpt2_review_star2
* ehdwns1516/gpt2_review_star3
* ehdwns1516/gpt2_review_star4
* ehdwns1516/gpt2_review_star5 ## Overview

Language model: gpt2

Language: English

Training data: review_body dataset with a star of 2 in the amazon_review dataset.

Code: See Ainize Workspace ## Usage ## In Transformers
TAGS
#transformers #pytorch #gpt2 #text-generation #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
 # gpt2_review_star2

* This model has been trained as a review_body dataset with a star of 2 in the amazon_review dataset.
* Input text what you want to generate review.
* If the context is longer than 1200 characters, the context may be cut in the middle and the result may not come out well.

review generator DEMO: Ainize DEMO

review generator API: Ainize API ## Model links for each 1 to 5 star
* ehdwns1516/gpt2_review_star1
* ehdwns1516/gpt2_review_star2
* ehdwns1516/gpt2_review_star3
* ehdwns1516/gpt2_review_star4
* ehdwns1516/gpt2_review_star5 ## Overview

Language model: gpt2

Language: English

Training data: review_body dataset with a star of 2 in the amazon_review dataset.

Code: See Ainize Workspace ## Usage ## In Transformers
passage: TAGS
#transformers #pytorch #gpt2 #text-generation #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
# gpt2_review_star2

* This model has been trained as a review_body dataset with a star of 2 in the amazon_review dataset.
* Input text what you want to generate review.
* If the context is longer than 1200 characters, the context may be cut in the middle and the result may not come out well.

review generator DEMO: Ainize DEMO

review generator API: Ainize API## Model links for each 1 to 5 star
* ehdwns1516/gpt2_review_star1
* ehdwns1516/gpt2_review_star2
* ehdwns1516/gpt2_review_star3
* ehdwns1516/gpt2_review_star4
* ehdwns1516/gpt2_review_star5## Overview

Language model: gpt2

Language: English

Training data: review_body dataset with a star of 2 in the amazon_review dataset.

Code: See Ainize Workspace## Usage## In Transformers