Created
April 14, 2023 18:09
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Node.js script to query oobabooga via API
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const axios = require('axios'); | |
// Server URL | |
const server = "http://192.168.50.201:5000/api/v1/generate"; | |
// Generation parameters | |
// Reference: https://huggingface.co/docs/transformers/main_classes/text_generation#transformers.GenerationConfig | |
const data = { | |
'prompt': 'recommend a cheese please', | |
"max_new_tokens": 100, | |
"do_sample": true, | |
"temperature": 0.85, | |
'top_p': 1, | |
'typical_p': 1, | |
'repetition_penalty': 1.01, | |
'encoder_repetition_penalty': 1, | |
'top_k': 50, | |
'min_length': 0, | |
'no_repeat_ngram_size': 0, | |
'num_beams': 1, | |
'penalty_alpha': 0, | |
'length_penalty': 1, | |
'early_stopping': false, | |
'seed': -1, | |
'add_bos_token': true, | |
'truncation_length': 2048, | |
'ban_eos_token': false | |
}; | |
const headers = { | |
"Content-Type": "application/json" | |
}; | |
axios.post(server, data, { headers }) | |
.then(response => { | |
if (response.status === 200) { | |
// console.log(response); | |
const results = response.data.results; | |
for (const result of results) { | |
console.log(result.text); | |
} | |
} else { | |
console.log(`Request failed with status code ${response.status}.`); | |
} | |
}) | |
.catch(error => { | |
console.log(`Request failed with error: ${error.message}.`); | |
}); |
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