elleo/uk-petition-generator:ff3727b4 | Run with an API on Replicate

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elleo /uk-petition-generator:ff3727b4

Playground API

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=elleo/uk-petition-generator

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run elleo/uk-petition-generator using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "elleo/uk-petition-generator:ff3727b408d61c949af28e5b25cd51b34a76eccf7d6ce8d46bb4da1f1f38c032",
  {
    input: {}
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run elleo/uk-petition-generator using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run("elleo/uk-petition-generator:ff3727b408d61c949af28e5b25cd51b34a76eccf7d6ce8d46bb4da1f1f38c032")
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run elleo/uk-petition-generator using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "elleo/uk-petition-generator:ff3727b408d61c949af28e5b25cd51b34a76eccf7d6ce8d46bb4da1f1f38c032",
    "input": {}
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

More people need safe driving laws ================= In the UK, there is a law that states that a person hit by a car should be fined a penny and in many cases even the driver of the car can be prosecuted. There are drivers who have been caught driving with a vehicle at fault and the cost to the taxpayer is far too much. HOWEVER, the law needs to be changed, drivers who hit a vehicle should be fined a penny and the driver of the vehicle can be prosecuted for causing the death of any other vehicle, and the cost of prosecution will be far more than the driver of the vehicle.

{
  "completed_at": "2022-06-05T15:45:05.157642Z",
  "created_at": "2022-06-05T15:43:21.006920Z",
  "data_removed": false,
  "error": null,
  "id": "bqbojaqttvh77du7xizgrx3oze",
  "input": {},
  "logs": "2022-06-05 15:44:41.116463: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA\nTo enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n2022-06-05 15:44:41.164548: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:41.268052: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:41.268887: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:42.131294: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:42.132061: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:42.132834: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:42.133553: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 13793 MB memory:  -> device: 0, name: Tesla T4, pci bus id: 0000:00:04.0, compute capability: 7.5\n2022-06-05 15:44:44.161335: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled\nLoading checkpoint checkpoint/run1/model-1000\n2022-06-05 15:44:48.048957: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:48.049732: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero\n2022-06-05 15:44:48.050314: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero",
  "metrics": {
    "predict_time": 24.854261,
    "total_time": 104.150722
  },
  "output": "More people need safe driving laws\n=================\n\nIn the UK, there is a law that states that a person hit by a car should be fined a penny and in many cases even the driver of the car can be prosecuted. There are drivers who have been caught driving with a vehicle at fault and the cost to the taxpayer is far too much.\nHOWEVER, the law needs to be changed, drivers who hit a vehicle should be fined a penny and the driver of the vehicle can be prosecuted for causing the death of any other vehicle, and the cost of prosecution will be far more than the driver of the vehicle.\n",
  "started_at": "2022-06-05T15:44:40.303381Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/bqbojaqttvh77du7xizgrx3oze",
    "cancel": "https://api.replicate.com/v1/predictions/bqbojaqttvh77du7xizgrx3oze/cancel"
  },
  "version": "ff3727b408d61c949af28e5b25cd51b34a76eccf7d6ce8d46bb4da1f1f38c032"
}

Generated in

24.9 seconds

Tweak it Report

2022-06-05 15:44:41.116463: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2022-06-05 15:44:41.164548: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:41.268052: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:41.268887: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:42.131294: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:42.132061: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:42.132834: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:42.133553: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1532] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 13793 MB memory:  -> device: 0, name: Tesla T4, pci bus id: 0000:00:04.0, compute capability: 7.5
2022-06-05 15:44:44.161335: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:354] MLIR V1 optimization pass is not enabled
Loading checkpoint checkpoint/run1/model-1000
2022-06-05 15:44:48.048957: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:48.049732: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-06-05 15:44:48.050314: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:975] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero