llama-7b-alpaca-zh-20k

作者 DataAgent · 下载 0 · 点赞 0 · 更新 2023-11-02

LoRA LLaMA Alpaca PEFT int8

Model Card for llama-7b-alpaca-zh-20k

Uses

Direct Use

from peft import PeftModel
from transformers import GenerationConfig, LlamaForCausalLM, LlamaTokenizer


tokenizer = LlamaTokenizer.from_pretrained("decapoda-research/llama-7b-hf")
model = LlamaForCausalLM.from_pretrained(
    "decapoda-research/llama-7b-hf",
    load_in_8bit=True,
    torch_dtype=torch.float16,
    device_map="auto"
)
model = PeftModel.from_pretrained(
    model,
    "DataAgent/llama-7b-alpaca-zh-20k",
    torch_dtype=torch.float16
)