Model Card for Pavankalyan/stages_0_1_mix_model

This is a chat model trained for multi-turn dialogue, using a format like:

<|user|>
What is the capital of France?
<|assistant|>
The capital of France is Paris.

How to Use the Model

You can use the model for chat-style interaction using the transformers library like so:

from transformers import AutoTokenizer, AutoModelForCausalLM
import torch

model_id = "Pavankalyan/stages_0_1_mix_model"

tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch.bfloat16, device_map="auto")

chat = "<|user|>
What is the capital of France?
<|assistant|>
"

inputs = tokenizer(chat, return_tensors="pt").to(model.device)
outputs = model.generate(
    **inputs,
    max_new_tokens=100,
    do_sample=True,
    temperature=0.7,
    top_p=0.9,
    pad_token_id=tokenizer.eos_token_id,
)

print(tokenizer.decode(outputs[0], skip_special_tokens=True))