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Create app.py
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app.py
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import gradio as gr
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import requests
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import json
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def fetch_manifest(model_id, tag_name):
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try:
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model_id = model_id.replace("hf.co", "").replace("://", "").replace("/", " ").strip().replace(" ", "/")
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# Fetch manifest
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manifest_url = f"https://huggingface.co/v2/{model_id}/manifests/{tag_name}"
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manifest_response = requests.get(manifest_url)
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manifest_response.raise_for_status()
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manifest_data = manifest_response.json()
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# Initialize output
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output = f"Manifest for {model_id}:{tag_name}\n"
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output += json.dumps(manifest_data, indent=2) + "\n\n"
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# Find template and params layers
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system_layer = next((layer for layer in manifest_data["layers"]
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if layer["mediaType"] == "application/vnd.ollama.image.system"), None)
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template_layer = next((layer for layer in manifest_data["layers"]
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if layer["mediaType"] == "application/vnd.ollama.image.template"), None)
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params_layer = next((layer for layer in manifest_data["layers"]
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if layer["mediaType"] == "application/vnd.ollama.image.params"), None)
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# Fetch and display system if found
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if system_layer:
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system_url = f"https://huggingface.co/v2/{model_id}/blobs/{system_layer['digest']}"
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system_response = requests.get(system_url)
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system_response.raise_for_status()
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output += "System message:\n"
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output += system_response.text + "\n\n"
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# Fetch and display template if found
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if template_layer:
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template_url = f"https://huggingface.co/v2/{model_id}/blobs/{template_layer['digest']}"
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template_response = requests.get(template_url)
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template_response.raise_for_status()
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output += "Template:\n"
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output += template_response.text + "\n\n"
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# Fetch and display params if found
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if params_layer:
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params_url = f"https://huggingface.co/v2/{model_id}/blobs/{params_layer['digest']}"
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params_response = requests.get(params_url)
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params_response.raise_for_status()
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output += "Parameters:\n"
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output += json.dumps(params_response.text, indent=2) + "\n"
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return output
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except requests.exceptions.RequestException as e:
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raise gr.Error(f"Error occurred: {str(e)}")
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except Exception as e:
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raise gr.Error(f"Unexpected error: {str(e)}")
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# Create Gradio interface
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iface = gr.Interface(
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fn=fetch_manifest,
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inputs=[
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gr.Textbox(label="Model ID (e.g., bartowski/Meta-Llama-3.1-8B-Instruct-GGUF)", placeholder="Enter model ID"),
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gr.Textbox("latest", label="Tag Name (e.g., latest)", placeholder="Enter tag name")
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],
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outputs=gr.Textbox(label="Results", lines=20),
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title="Hugging Face Model Manifest Viewer",
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description="Enter a Hugging Face model ID and tag name to view its manifest, template, and parameters.",
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)
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iface.launch()
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