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Update app.py
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app.py
CHANGED
@@ -2,14 +2,29 @@ from gradio import Interface
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import gradio as gr
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import aranizer
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from aranizer import aranizer_bpe50k, aranizer_bpe64k, aranizer_bpe86k, aranizer_sp32k, aranizer_sp50k, aranizer_sp64k, aranizer_sp86k
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from transformers import AutoTokenizer
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# Load additional tokenizers from transformers
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gpt_13b_tokenizer = AutoTokenizer.from_pretrained("FreedomIntelligence/AceGPT-13B")
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gpt_7b_tokenizer = AutoTokenizer.from_pretrained("FreedomIntelligence/AceGPT-7B")
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jais_13b_tokenizer = AutoTokenizer.from_pretrained("inception-mbzuai/jais-13b")
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arabert_tokenizer = AutoTokenizer.from_pretrained("aubmindlab/bert-base-arabertv2")
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cohere_command_r_v01_tokenizer = AutoTokenizer.from_pretrained("CohereForAI/c4ai-command-r-v01")
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cohere_command_r_plus_tokenizer = AutoTokenizer.from_pretrained("CohereForAI/c4ai-command-r-plus")
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@@ -21,11 +36,13 @@ tokenizer_options = [
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"FreedomIntelligence/AceGPT-7B",
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"inception-mbzuai/jais-13b",
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"aubmindlab/bert-base-arabertv2",
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"meta-llama/Meta-Llama-3-8B",
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"CohereForAI/c4ai-command-r-v01",
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"CohereForAI/c4ai-command-r-plus"
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]
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tokenizers = {
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"aranizer_bpe50k": aranizer_bpe50k.get_tokenizer,
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"aranizer_bpe64k": aranizer_bpe64k.get_tokenizer,
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@@ -38,11 +55,13 @@ tokenizers = {
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"FreedomIntelligence/AceGPT-7B": lambda: gpt_7b_tokenizer,
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"inception-mbzuai/jais-13b": lambda: jais_13b_tokenizer,
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"aubmindlab/bert-base-arabertv2": lambda: arabert_tokenizer,
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"meta-llama/Meta-Llama-3-8B": lambda: meta_llama_tokenizer,
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"CohereForAI/c4ai-command-r-v01": lambda: cohere_command_r_v01_tokenizer,
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"CohereForAI/c4ai-command-r-plus": lambda: cohere_command_r_plus_tokenizer
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}
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def compare_tokenizers(tokenizer_name, text):
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# Handle the transformer tokenizers separately due to API differences
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if tokenizer_name in [
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import gradio as gr
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import aranizer
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from aranizer import aranizer_bpe50k, aranizer_bpe64k, aranizer_bpe86k, aranizer_sp32k, aranizer_sp50k, aranizer_sp64k, aranizer_sp86k
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from transformers import AutoTokenizer, HfFolder, logging
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import os
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# Retrieve your Hugging Face token from the environment variable
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HF_TOKEN = os.getenv('HF_TOKEN')
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if HF_TOKEN:
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HfFolder.save_token(HF_TOKEN)
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os.environ["HUGGINGFACEHUB_API_TOKEN"] = HF_TOKEN
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# Load additional tokenizers from transformers
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gpt_13b_tokenizer = AutoTokenizer.from_pretrained("FreedomIntelligence/AceGPT-13B")
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gpt_7b_tokenizer = AutoTokenizer.from_pretrained("FreedomIntelligence/AceGPT-7B")
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jais_13b_tokenizer = AutoTokenizer.from_pretrained("inception-mbzuai/jais-13b")
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arabert_tokenizer = AutoTokenizer.from_pretrained("aubmindlab/bert-base-arabertv2")
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# Try to load the gated tokenizer
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try:
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meta_llama_tokenizer = AutoTokenizer.from_pretrained("meta-llama/Meta-Llama-3-8B")
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except Exception as e:
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meta_llama_tokenizer = None
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logging.warning(f"Could not load meta-llama/Meta-Llama-3-8B tokenizer: {e}")
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cohere_command_r_v01_tokenizer = AutoTokenizer.from_pretrained("CohereForAI/c4ai-command-r-v01")
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cohere_command_r_plus_tokenizer = AutoTokenizer.from_pretrained("CohereForAI/c4ai-command-r-plus")
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"FreedomIntelligence/AceGPT-7B",
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"inception-mbzuai/jais-13b",
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"aubmindlab/bert-base-arabertv2",
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"CohereForAI/c4ai-command-r-v01",
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"CohereForAI/c4ai-command-r-plus"
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]
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if meta_llama_tokenizer:
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tokenizer_options.append("meta-llama/Meta-Llama-3-8B")
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tokenizers = {
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"aranizer_bpe50k": aranizer_bpe50k.get_tokenizer,
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"aranizer_bpe64k": aranizer_bpe64k.get_tokenizer,
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"FreedomIntelligence/AceGPT-7B": lambda: gpt_7b_tokenizer,
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"inception-mbzuai/jais-13b": lambda: jais_13b_tokenizer,
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"aubmindlab/bert-base-arabertv2": lambda: arabert_tokenizer,
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"CohereForAI/c4ai-command-r-v01": lambda: cohere_command_r_v01_tokenizer,
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"CohereForAI/c4ai-command-r-plus": lambda: cohere_command_r_plus_tokenizer
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}
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if meta_llama_tokenizer:
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tokenizers["meta-llama/Meta-Llama-3-8B"] = lambda: meta_llama_tokenizer
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def compare_tokenizers(tokenizer_name, text):
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# Handle the transformer tokenizers separately due to API differences
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if tokenizer_name in [
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