chat / old /cstream.py
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer, pipeline
from transformers import AutoTokenizer # Add this import
tokenizer = AutoTokenizer.from_pretrained("your_model_name") # Add this line
streamer = TextStreamer(tokenizer, skip_prompt=True)
pipe = pipeline(
"text-generation",
model=model_fintuned,
tokenizer=tokenizer,
max_length=2048,
temperature=0.6,
pad_token_id=tokenizer.eos_token_id,
top_p=0.95,
repetition_penalty=1.2,
device=device,
streamer=streamer
)
pipe(prompts[0])
inputs = tokenizer(prompts[0], return_tensors="pt").to(device)
streamer = TextStreamer(tokenizer, skip_prompt=True)
_ = model_fintuned.generate(**inputs, streamer=streamer, pad_token_id=tokenizer.eos_token_id, max_length=248, temperature=0.8, top_p=0.8,
repetition_penalty=1.25)