Chinese
LoRA
LLaMA
Alpaca
PEFT
int8
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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-120k",
    torch_dtype=torch.float16
)
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Datasets used to train DataAgent/llama-7b-alpaca-zh-120k