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Runtime error
artek0chumak
commited on
Commit
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e3e6a48
1
Parent(s):
e71a2ba
another test
Browse files
app.py
CHANGED
@@ -8,16 +8,17 @@ import gradio as gr
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from src.client.remote_model import DistributedBloomForCausalLM
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MODEL_NAME = "bigscience/test-bloomd-6b3" # select model you like
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INITIAL_PEERS = ["/ip4/193.106.95.184/tcp/31000/p2p/QmSg7izCDtowVTACbUmWvEiQZNY4wgCQ9T9Doo66K59X6q"]
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tokenizer = transformers.BloomTokenizerFast.from_pretrained("bigscience/test-bloomd-6b3")
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model = DistributedBloomForCausalLM.from_pretrained("bigscience/test-bloomd-6b3", initial_peers=INITIAL_PEERS, low_cpu_mem_usage=True, torch_dtype=torch.float32)
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def inference(text, seq_length=1):
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input_ids = tokenizer([text], return_tensors="pt").input_ids
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output = model.generate(input_ids, max_new_tokens=seq_length)
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return tokenizer.batch_decode(output)[0]
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iface = gr.Interface(
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fn=inference,
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from src.client.remote_model import DistributedBloomForCausalLM
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# MODEL_NAME = "bigscience/test-bloomd-6b3" # select model you like
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# INITIAL_PEERS = ["/ip4/193.106.95.184/tcp/31000/p2p/QmSg7izCDtowVTACbUmWvEiQZNY4wgCQ9T9Doo66K59X6q"]
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# tokenizer = transformers.BloomTokenizerFast.from_pretrained("bigscience/test-bloomd-6b3")
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# model = DistributedBloomForCausalLM.from_pretrained("bigscience/test-bloomd-6b3", initial_peers=INITIAL_PEERS, low_cpu_mem_usage=True, torch_dtype=torch.float32)
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def inference(text, seq_length=1):
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# input_ids = tokenizer([text], return_tensors="pt").input_ids
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# output = model.generate(input_ids, max_new_tokens=seq_length)
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# return tokenizer.batch_decode(output)[0]
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return text
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iface = gr.Interface(
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fn=inference,
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