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Upload 4 files
Browse files- Dockerfile +15 -0
- README.md +5 -4
- app.py +139 -0
- requirements.txt +2 -0
Dockerfile
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FROM python:3.11-slim
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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WORKDIR /app
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COPY --chown=user requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY --chown=user . /app
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EXPOSE 7860
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CMD ["python", "app.py"]
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README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo:
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sdk: docker
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pinned: false
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license: mit
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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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---
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title: Infinity
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emoji: 👁
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colorFrom: green
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colorTo: yellow
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sdk: docker
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pinned: false
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license: mit
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short_description: infinityLLM
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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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import os
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import json
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from flask import Flask, request, jsonify, Response, stream_with_context
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from huggingface_hub import InferenceClient
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app = Flask(__name__)
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HF_TOKEN = os.environ.get("HF_TOKEN", "")
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DEFAULT_MODEL = os.environ.get("DEFAULT_MODEL", "Qwen/Qwen2.5-72B-Instruct")
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client = InferenceClient(token=HF_TOKEN)
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@app.route("/", methods=["GET"])
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def index():
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return jsonify({"status": "ok", "message": "InfinityLLM API is running"})
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@app.route("/v1/models", methods=["GET"])
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def models():
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return jsonify({
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"object": "list",
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"data": [
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{"id": "Qwen/Qwen2.5-72B-Instruct", "object": "model"},
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{"id": "Qwen/Qwen2.5-7B-Instruct", "object": "model"},
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{"id": "meta-llama/Meta-Llama-3.1-8B-Instruct", "object": "model"},
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{"id": "mistralai/Mistral-7B-Instruct-v0.3", "object": "model"},
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]
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})
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@app.route("/v1/chat/completions", methods=["POST"])
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def chat():
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data = request.json
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if not data:
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return jsonify({"error": "No JSON body"}), 400
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messages = data.get("messages", [])
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model = data.get("model", DEFAULT_MODEL)
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max_tokens = int(data.get("max_tokens", 2048))
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temperature = float(data.get("temperature", 0.7))
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stream = data.get("stream", False)
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try:
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if stream:
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def generate():
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full_content = ""
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try:
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for chunk in client.chat_completion(
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model=model,
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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stream=True,
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):
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delta_content = ""
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if chunk.choices and chunk.choices[0].delta:
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delta_content = chunk.choices[0].delta.content or ""
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full_content += delta_content
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chunk_data = {
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"id": "chatcmpl-hf",
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"object": "chat.completion.chunk",
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"model": model,
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"choices": [{
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"index": 0,
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"delta": {"role": "assistant", "content": delta_content},
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"finish_reason": None
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}]
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}
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yield f"data: {json.dumps(chunk_data)}\n\n"
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final = {
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"id": "chatcmpl-hf",
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"object": "chat.completion.chunk",
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"model": model,
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"choices": [{
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"index": 0,
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"delta": {},
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"finish_reason": "stop"
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}]
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}
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yield f"data: {json.dumps(final)}\n\n"
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yield "data: [DONE]\n\n"
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except Exception as e:
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yield f"data: {json.dumps({'error': str(e)})}\n\n"
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return Response(
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stream_with_context(generate()),
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mimetype="text/event-stream",
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headers={
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"Cache-Control": "no-cache",
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"X-Accel-Buffering": "no"
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}
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)
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else:
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response = client.chat_completion(
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model=model,
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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stream=False,
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)
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content = ""
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if response.choices and len(response.choices) > 0:
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choice = response.choices[0]
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if hasattr(choice, "message") and choice.message:
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content = choice.message.content or ""
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if not content:
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return jsonify({"error": "Empty response from model"}), 500
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return jsonify({
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"id": "chatcmpl-hf",
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"object": "chat.completion",
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"model": model,
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"choices": [{
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"index": 0,
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"message": {
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"role": "assistant",
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"content": content
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},
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"finish_reason": "stop"
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}],
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"usage": {
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"prompt_tokens": 0,
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"completion_tokens": 0,
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"total_tokens": 0
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}
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})
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except Exception as e:
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return jsonify({
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"error": str(e),
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"choices": [{
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"index": 0,
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"message": {"role": "assistant", "content": f"Error: {str(e)}"},
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"finish_reason": "stop"
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}]
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}), 500
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=7860, debug=False)
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requirements.txt
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flask
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huggingface_hub
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