fa.intelligence.models.generative.novels.fiction
Description
This FrostAura Intelligence model is a fine-tuned version of EleutherAI/gpt-neox-20b for fictional text content generation.
Getting Started
PIP Installation
pip install -U --no-cache-dir transformers
Usage
from transformers import GPTNeoXForCausalLM, GPTNeoXTokenizerFast
model_name = 'FrostAura/gpt-neox-20b-fiction-novel-generation'
model = GPTNeoXForCausalLM.from_pretrained(model_name)
tokenizer = GPTNeoXTokenizerFast.from_pretrained(model_name)
prompt = 'GPTNeoX20B is a 20B-parameter autoregressive Transformer model developed by EleutherAI.'
input_ids = tokenizer(prompt, return_tensors="pt").input_ids
gen_tokens = model.generate(
input_ids,
do_sample=True,
temperature=0.9,
max_length=100,
)
gen_text = tokenizer.batch_decode(gen_tokens)[0]
print(f'Result: {gen_text}')
Further Fine-Tuning
in development
Support
If you enjoy FrostAura open-source content and would like to support us in continuous delivery, please consider a donation via a platform of your choice.
| Supported Platforms | Link |
|---|---|
| PayPal | Donate via Paypal |
For any queries, contact [email protected].
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