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llm-course-hw1 – AI Model by just-ne-just | AlphaNeural AI

You can deploy this model and start earning money today!

just-ne-just/
llm-course-hw1

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model_hub_mixin

pytorch_model_hub_mixin

IgorVolochay/russian_jokes

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This model was trained for russian jokes generation task as part of the "Advanced NLP" HSE University course.

You can try to generate some kind of joke by specifying some prefix for the model as an input.

Main features of the model: GQA, Alibi PE, BPE tokenizer, 79.4M params.

The quality of jokes is questionable but sometimes it can generate something funny.

For example: Купил мужик шляпу и говорит: — Вы сегодня моя бабушка

You can try to generate your own joke by running this code

python

import torch
device = torch.device("cuda")
tokenizer = ByteLevelBPETokenizer.from_pretrained("just-ne-just/llm-course-hw1")
model = TransformerForCausalLM.from_pretrained("just-ne-just/llm-course-hw1")
model = model.to(device)
model = model.eval()

text = "Купил мужик шляпу"
input_ids = torch.tensor(tokenizer.encode(text), device=device)
model_output = model.generate(
    input_ids[None, :], max_new_tokens=50, eos_token_id=tokenizer.eos_token_id, do_sample=True, top_k=10
)
tokenizer.decode(model_output[0].tolist())