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quantumaikr/falcon-180B-WizardLM_Orca
falcon-180B-WizardLM_Orca is a text generation model from quantumaikr. Use it when you need the model to write or continue text. It is set up for transformers.
quantumaikr/falcon-180B-WizardLMOrca is a 180B parameters causal decoder-only model built by quantumaikr based on Falcon-180B-chat
Downloads · 30 days
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From the Hugging Face model README
quantumaikr/falcon-180B-WizardLM_Orca is a 180B parameters causal decoder-only model built by quantumaikr based on Falcon-180B-chat
To run inference with the model in full bfloat16 precision you need approximately 8xA100 80GB or equivalent.
from transformers import AutoTokenizer, AutoModelForCausalLM
import transformers
import torch
model = "quantumaikr/falcon-180B-WizardLM_Orca"
tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
"text-generation",
model=model,
tokenizer=tokenizer,
torch_dtype=torch.bfloat16,
trust_remote_code=True,
device_map="auto",
)
sequences = pipeline(
"Girafatron is obsessed with giraffes, the most glorious animal on the face of this Earth. Giraftron believes all other animals are irrelevant when compared to the glorious majesty of the giraffe.\nDaniel: Hello, Girafatron!\nGirafatron:",
max_length=200,
do_sample=True,
top_k=10,
num_return_sequences=1,
eos_token_id=tokenizer.eos_token_id,
)
for seq in sequences:
print(f"Result: {seq['generated_text']}")
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