README.md · aloobun/TinyAiroboros-2.2.1 at f16773105d7a343eef19ad3b689efbf782266595

metadata

datasets:
  - jondurbin/airoboros-2.2.1
tags:
  - airoboros
  - tinyllama

This model is a fine-tuned version of PY007/TinyLlama-1.1B-Chat-v0.3 (finetuned on 15k rows of airoboros-2.2.1 dataset)

Usage:

from transformers import AutoTokenizer
import transformers
import torch

model = "aloobun/TinyAiroboros-2.2.1"

tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

prompt = "Write a short story about a dystopian society."

sequences = pipeline(
    f'[INST] {prompt} [/INST]',
    do_sample=True,
    top_k=10,
    num_return_sequences=1,
    eos_token_id=tokenizer.eos_token_id,
    max_length=1024,
)
for seq in sequences:
    print(f"Result: {seq['generated_text']}")

EVAL:

WIP