Given an invoice, the model is able to extract the named entities in the contract
Given a banking invoice, please return the name of the vendor.
Bank Invoice: PURCHASE #0521 MERCHANT ALLBIRDS ACC XXX3846
Vendor: ALLBIRDS
--
Bank Invoice: PURCHASE #6781 MERCHANT SHOPPERS ACC XXX9877
Vendor: SHOPPERS
--
Bank Invoice: PURCHASE #0777 CN TOWER ACC XXX3846
Vendor:
CN TOWER
1import cohere
2co = cohere.Client('{apiKey}')
3response = co.generate(
4 model='base',
5 prompt='Given a banking invoice, please return the name of the vendor.\n\nBank Invoice: PURCHASE #0521 MERCHANT ALLBIRDS ACC XXX3846\nVendor: ALLBIRDS\n--\nBank Invoice: PURCHASE #6781 MERCHANT SHOPPERS ACC XXX9877\nVendor: SHOPPERS\n--\nBank Invoice: PURCHASE #0777 CN TOWER ACC XXX3846\nVendor:',
6 max_tokens=15,
7 temperature=0.3,
8 k=0,
9 p=1,
10 frequency_penalty=0,
11 presence_penalty=0,
12 stop_sequences=["--"],
13 return_likelihoods='NONE')
14print('Prediction: {}'.format(response.generations[0].text))| model_size | base |
| p | 1 |
| presence_penalty | 0 |
| stop_sequence | -- |
| max_tokens | 15 |
| temperature | 0.3 |
| k | 0 |
| frequency_penalty | 0 |