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kwabs22
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Commit
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ba8ad86
1
Parent(s):
b66d017
Will it load?
Browse files
app.py
CHANGED
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@@ -1,6 +1,7 @@
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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# Load model and tokenizer
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tokenizer = AutoTokenizer.from_pretrained("ISTA-DASLab/Meta-Llama-3.1-70B-AQLM-PV-2Bit-1x16")
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@@ -8,6 +9,7 @@ model = AutoModelForCausalLM.from_pretrained("ISTA-DASLab/Meta-Llama-3.1-70B-AQL
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model = model.to('cuda') # Move the model to GPU if available
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# Define a function for generating text from a prompt
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def generate_text(prompt):
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inputs = tokenizer(prompt, return_tensors="pt").to('cuda') # Tokenize input and move to GPU
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outputs = model.generate(inputs.input_ids, max_length=100) # Generate output text
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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import spaces
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# Load model and tokenizer
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tokenizer = AutoTokenizer.from_pretrained("ISTA-DASLab/Meta-Llama-3.1-70B-AQLM-PV-2Bit-1x16")
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model = model.to('cuda') # Move the model to GPU if available
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# Define a function for generating text from a prompt
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@spaces.GPU
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def generate_text(prompt):
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inputs = tokenizer(prompt, return_tensors="pt").to('cuda') # Tokenize input and move to GPU
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outputs = model.generate(inputs.input_ids, max_length=100) # Generate output text
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