Despite latest transformers version '4.41.1', I get the error: The model 'LlamaModel' is not supported for text-generation
#134
by
guptaansit
- opened
I am using this sample code from this official blog of hugging face: https://huggingface.co/blog/llama3
I already am using the latest version '4.41.1' of transformers library, still I am getting the following error:
The model 'LlamaModel' is not supported for text-generation. Supported models are ['BartForCausalLM', 'BertLMHeadModel', 'BertGenerationDecoder', 'BigBirdForCausalLM', 'BigBirdPegasusForCausalLM', .......].
Code from Hugging Face Blog (with a modification that I am using locally downloaded model)
import torch
# model_id = "meta-llama/Meta-Llama-3-8B-Instruct"
tokenizer = AutoTokenizer.from_pretrained("./models/meta-llama/Meta-Llama-3-8B-Instruct")
model = AutoModel.from_pretrained("./models/meta-llama/Meta-Llama-3-8B-Instruct")
pipeline = transformers.pipeline(
"text-generation",
model=model,
tokenizer= tokenizer,
model_kwargs={"torch_dtype": torch.bfloat16},
device_map="auto",
)
messages = [
{"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"},
{"role": "user", "content": "Who are you?"},
]
prompt = pipeline.tokenizer.apply_chat_template(
messages,
tokenize=False,
add_generation_prompt=True
)
terminators = [
pipeline.tokenizer.eos_token_id,
pipeline.tokenizer.convert_tokens_to_ids("<|eot_id|>")
]
outputs = pipeline(
prompt,
max_new_tokens=256,
eos_token_id=terminators,
do_sample=True,
temperature=0.6,
top_p=0.9,
)
print(outputs[0]["generated_text"][len(prompt):])