version 1
Browse files- .gitignore +1 -0
- README.md +1 -0
- app.py +15 -0
- index.html +22 -6
- requirements.txt +7 -0
.gitignore
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env/
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README.md
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sdk: static
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pinned: false
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license: openrail
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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sdk: static
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pinned: false
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license: openrail
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python_version: 3.10.6
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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from fastapi import FastAPI, Request
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from transformers import AutoTokenizer, AutoModelForCasualLM
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app = FastAPI()
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tokenizer = AutoTokenizer.from_pretrained("togethercomputer/GPT-NeoXT-Chat-Base-20B")
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model = AutoModelForCausalLM.from_pretrained("togethercomputer/GPT-NeoXT-Chat-Base-20B", torch_dtype=torch.bfloat16)
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@app.get("/gpt")
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async def gpt(prompt: str, req: Request):
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inputs = tokenizer("<human>: Hello!\n<bot>:", return_tensors='pt').to(model.device)
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outputs = model.generate(**inputs, max_new_tokens=10, do_sample=True, temperature=0.8)
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output_str = tokenizer.decode(outputs[0])
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print(output_str)
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return {"response": output_str}
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index.html
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</head>
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<body>
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<div class="card">
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<h1>Welcome to
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<p>
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<
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</p>
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</div>
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</body>
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</html>
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</head>
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<body>
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<div class="card">
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<h1>Welcome to my GPT test environment!</h1>
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<p>Enter a prompt in the textbox to get started</p>
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<textarea name="prompt" id="prompt" cols="30" rows="10"></textarea>
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<button id="submit">Submit</button>
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<p id="response"></p>
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</div>
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</body>
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<script>
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const btn = document.querySelector("#button")
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const textbox = document.querySelector("#prompt")
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const res = document.querySelector("#response")
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const prompt = textbox.value
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fetch(`/gpt?prompt=${prompt}`)
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.then(res => res.json())
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.then(res => {
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console.log(res)
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res.textContent = "success"
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})
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.catch(err => {
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console.log(err)
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res.textContent = "failure"
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})
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</script>
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</html>
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requirements.txt
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anyio==3.6.2
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fastapi==0.95.2
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idna==3.4
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pydantic==1.10.7
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sniffio==1.3.0
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starlette==0.27.0
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typing_extensions==4.5.0
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