nateraw/zephyr-7b-beta:b79f33de – Run with an API on Replicate

Version

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nateraw /zephyr-7b-beta:b79f33de

Input

prompt

*string

Shift + Return to add a new line

Write me an itinerary for my dog's birthday partyWrite me an itinerary for my dog's birthday party

max_new_tokens

integer

The maximum number of tokens the model should generate as output.

Default: 512

temperature

number

The value used to modulate the next token probabilities.

Default: 0.8

top_p

number

A probability threshold for generating the output. If < 1.0, only keep the top tokens with cumulative probability >= top_p (nucleus filtering). Nucleus filtering is described in Holtzman et al. (http://arxiv.org/abs/1904.09751).

Default: 0.95

top_k

integer

The number of highest probability tokens to consider for generating the output. If > 0, only keep the top k tokens with highest probability (top-k filtering).

Default: 50

presence_penalty

number

Presence penalty

Default: 0

frequency_penalty

number

Frequency penalty

Default: 0

prompt_template

string

Shift + Return to add a new line

<|system|>
</s>
<|user|>
{prompt}</s>
<|assistant|>
<|system|>
</s>
<|user|>
{prompt}</s>
<|assistant|>

The template used to format the prompt. The input prompt is inserted into the template using the `{prompt}` placeholder.

Default: "<|system|>\n</s>\n<|user|>\n{prompt}</s>\n<|assistant|>\n"

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

npx create-replicate --model=nateraw/zephyr-7b-beta

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 nateraw/zephyr-7b-beta using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "nateraw/zephyr-7b-beta:b79f33de5c6c4e34087d44eaea4a9d98ce5d3f3a09522f7328eea0685003a931",
  {
    input: {
      top_k: 50,
      top_p: 0.95,
      prompt: "Write me an itinerary for my dog's birthday party",
      temperature: 0.8,
      max_new_tokens: 512,
      prompt_template: "<|system|>\n</s>\n<|user|>\n{prompt}</s>\n<|assistant|>\n",
      presence_penalty: 0,
      frequency_penalty: 0
    }
  }
);
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 nateraw/zephyr-7b-beta using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "nateraw/zephyr-7b-beta:b79f33de5c6c4e34087d44eaea4a9d98ce5d3f3a09522f7328eea0685003a931",
    input={
        "top_k": 50,
        "top_p": 0.95,
        "prompt": "Write me an itinerary for my dog's birthday party",
        "temperature": 0.8,
        "max_new_tokens": 512,
        "prompt_template": "<|system|>\n</s>\n<|user|>\n{prompt}</s>\n<|assistant|>\n",
        "presence_penalty": 0,
        "frequency_penalty": 0
    }
)

# The nateraw/zephyr-7b-beta model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/nateraw/zephyr-7b-beta/api#output-schema
    print(item, end="")

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 nateraw/zephyr-7b-beta 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": "b79f33de5c6c4e34087d44eaea4a9d98ce5d3f3a09522f7328eea0685003a931",
    "input": {
      "top_k": 50,
      "top_p": 0.95,
      "prompt": "Write me an itinerary for my dog\'s birthday party",
      "temperature": 0.8,
      "max_new_tokens": 512,
      "prompt_template": "<|system|>\\n</s>\\n<|user|>\\n{prompt}</s>\\n<|assistant|>\\n",
      "presence_penalty": 0,
      "frequency_penalty": 0
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Dog's Birthday Party Itinerary: 1. Introduction and Greetings (5-10 minutes) - Welcome guests and ask them to introduce themselves and their furry friends - Explain the rules and expectations for the party (no aggressive dogs, no jumping on people or other dogs, no stealing of toys or treats) - Introduce the birthday dog and let them explore their surroundings 2. Games and Activities (30 minutes) - Fetch: Set up a designated area for fetch, and have some volunteers toss a ball or Frisbee to the birthday dog and let the other dogs have a turn - Tug-of-war: Using a strong rope, tie a knot at each end and let the dogs have a pull. You could also use a toy like a chew rope or a tennis ball tied to the rope - Puzzle Feeders: Set up some puzzle feeders with treats inside, and let the dogs work to figure out how to get the treats out 3. Doggie Cupcakes and Treats (15 minutes) - Bake or buy some dog-friendly cupcakes and treats, and let the dogs enjoy a sweet treat - You could also set up a DIY treat station, where guests can make their own doggie cupcakes or treats using ingredients like peanut butter, oats, and bananas 4. Birthday Wishes and Gifts (15 minutes) - Let the birthday dog open their presents, and have the guests cheer and applaud - Ask the guests to share their birthday wishes for the birthday dog 5. Farewell and Thank Yous (10 minutes) - Thank the guests for coming and for making the birthday party a success - Ask everyone to clean up after themselves and their dogs, and to say goodbye to the birthday dog Tips: - Make sure all the dogs are comfortable around each other and that there are no aggressive dogs present - Provide plenty of water and shade for the dogs - Have some toys and balls on hand for the dogs to play with - Don't forget to have some cleanup supplies like poop bags and wet wipes - Make sure the birthday dog gets plenty of attention and love throughout the party - If you're having a large group, consider hiring a professional dog trainer to help manage the dogs and ensure

{
  "completed_at": "2023-10-31T19:10:18.732745Z",
  "created_at": "2023-10-31T19:10:10.100943Z",
  "data_removed": false,
  "error": null,
  "id": "vczhzxdbr2fx4l53uhqh7vipia",
  "input": {
    "top_k": 50,
    "top_p": 0.95,
    "prompt": "Write me an itinerary for my dog's birthday party",
    "temperature": 0.8,
    "max_new_tokens": 512,
    "prompt_template": "<|system|>\n</s>\n<|user|>\n{prompt}</s>\n<|assistant|>\n",
    "presence_penalty": 0,
    "frequency_penalty": 0
  },
  "logs": "Generated 512 tokens in 6.390033006668091 seconds.",
  "metrics": {
    "predict_time": 6.451349,
    "total_time": 8.631802
  },
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  ],
  "started_at": "2023-10-31T19:10:12.281396Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/vczhzxdbr2fx4l53uhqh7vipia",
    "cancel": "https://api.replicate.com/v1/predictions/vczhzxdbr2fx4l53uhqh7vipia/cancel"
  },
  "version": "b79f33de5c6c4e34087d44eaea4a9d98ce5d3f3a09522f7328eea0685003a931"
}

Generated in

6.5 seconds

Tweak it Report