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Update app.py
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app.py
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@@ -2,12 +2,14 @@ import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
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from peft import PeftModel
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import torch
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"""
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For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
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"""
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# Set your model and adapter paths
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BASE_MODEL = "mistralai/Mistral-7B-v0.1"
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PEFT_ADAPTER = "asdc/Mistral-7B-multilingual-temporal-expression-normalization"
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@@ -16,6 +18,7 @@ base_model = AutoModelForCausalLM.from_pretrained(
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BASE_MODEL,
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torch_dtype=torch.float16,
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device_map="auto"
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)
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model = PeftModel.from_pretrained(base_model, PEFT_ADAPTER)
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from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
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from peft import PeftModel
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import torch
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import os
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"""
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For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
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"""
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# Set your model and adapter paths
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API_KEY = os.environ.get("ACESS_TOKEN")
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BASE_MODEL = "mistralai/Mistral-7B-v0.1"
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PEFT_ADAPTER = "asdc/Mistral-7B-multilingual-temporal-expression-normalization"
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BASE_MODEL,
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torch_dtype=torch.float16,
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device_map="auto"
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token=API_KEY
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)
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model = PeftModel.from_pretrained(base_model, PEFT_ADAPTER)
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