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ededc7b
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Parent(s):
951a9a6
cache
Browse files- .gitignore +1 -1
- app.py +7 -5
.gitignore
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@@ -1 +1 @@
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hf_cache
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.hf_cache
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app.py
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@@ -5,16 +5,18 @@ from transformers import AutoTokenizer, AutoConfig, AutoModelForCausalLM, pipeli
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import gradio as gr
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# Load Goldfish model for Dhivehi
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# Load model
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goldfish_model = 'goldfish-models/
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config = AutoConfig.from_pretrained(goldfish_model)
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tokenizer = AutoTokenizer.from_pretrained(goldfish_model)
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model = AutoModelForCausalLM.from_pretrained(goldfish_model, config=config)
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if torch.cuda.is_available():
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model = model.cuda() # Load onto GPU
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# Create text generation pipeline
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text_generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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import gradio as gr
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# Load Goldfish model for Dhivehi
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model_name = 'div_thaa_full'
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HF_CACHE = '.hf_cache'
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# Load model
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goldfish_model = 'goldfish-models/' + model_name
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config = AutoConfig.from_pretrained(goldfish_model, cache_dir=HF_CACHE)
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tokenizer = AutoTokenizer.from_pretrained(goldfish_model, cache_dir=HF_CACHE)
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model = AutoModelForCausalLM.from_pretrained(goldfish_model, config=config, cache_dir=HF_CACHE)
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if torch.cuda.is_available():
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model = model.cuda() # Load onto GPU
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# Create text generation pipeline
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text_generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
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