meta/llama-2-13b-chat:56acad22 – Run with an API on Replicate

meta /llama-2-13b-chat:56acad22

Input

prompt

*string

Shift + Return to add a new line

User: give me a recipe for an old fashioned cocktail
Assistant:User: give me a recipe for an old fashioned cocktail
Assistant:

Prompt to send to Llama v2.

max_length

integer

(minimum: 1)

Maximum number of tokens to generate. A word is generally 2-3 tokens

Default: 500

temperature

number

(minimum: 0.01, maximum: 5)

Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value.

Default: 0.75

top_p

number

(minimum: 0.01, maximum: 1)

When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens

Default: 1

repetition_penalty

number

(minimum: 0.01, maximum: 5)

Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it.

Default: 1

debug

boolean

provide debugging output in logs

Default: false

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

npx create-replicate --model=meta/llama-2-13b-chat

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 meta/llama-2-13b-chat using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "meta/llama-2-13b-chat:56acad22679f6b95d6e45c78309a2b50a670d5ed29a37dd73d182e89772c02f1",
  {
    input: {
      debug: false,
      top_p: 1,
      prompt: "User: give me a recipe for an old fashioned cocktail\nAssistant:",
      max_length: 500,
      temperature: 0.75,
      repetition_penalty: 1
    }
  }
);
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 meta/llama-2-13b-chat using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "meta/llama-2-13b-chat:56acad22679f6b95d6e45c78309a2b50a670d5ed29a37dd73d182e89772c02f1",
    input={
        "debug": False,
        "top_p": 1,
        "prompt": "User: give me a recipe for an old fashioned cocktail\nAssistant:",
        "max_length": 500,
        "temperature": 0.75,
        "repetition_penalty": 1
    }
)

# The meta/llama-2-13b-chat 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/meta/llama-2-13b-chat/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 meta/llama-2-13b-chat 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": "56acad22679f6b95d6e45c78309a2b50a670d5ed29a37dd73d182e89772c02f1",
    "input": {
      "debug": false,
      "top_p": 1,
      "prompt": "User: give me a recipe for an old fashioned cocktail\\nAssistant:",
      "max_length": 500,
      "temperature": 0.75,
      "repetition_penalty": 1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Sure thing! An old fashioned is a classic cocktail that's made with bourbon or rye whiskey, sugar, bitters, and a twist of citrus peel. Here's a simple recipe you can follow: Ingredients: * 2 oz bourbon or rye whiskey * 1/2 oz simple syrup (equal parts water and granulated sugar, dissolved) * 2 dashes Angostura bitters * Orange peel (optional, for garnish) Instructions: 1. In a mixing glass, combine the bourbon or rye, simple syrup, and bitters. 2. Fill the mixing glass with ice and stir for about 30 seconds to chill and dilute the ingredients. 3. Strain the mixture into a rocks glass filled with ice. 4. Garnish with an orange peel, if desired (just twist the peel over the drink to release the oils and add a touch of citrus flavor). Enjoy your old fashioned! Let me know if you have any questions or if you'd like any variations on the recipe.

{
  "completed_at": "2023-07-17T23:15:50.134393Z",
  "created_at": "2023-07-17T23:15:42.183629Z",
  "data_removed": false,
  "error": null,
  "id": "7zz3ldtbbef6bh6rbfdl35wovu",
  "input": {
    "top_p": 1,
    "prompt": "User: give me a recipe for an old fashioned cocktail\nAssistant:",
    "max_length": 500,
    "temperature": 0.75,
    "repetition_penalty": 1
  },
  "logs": null,
  "metrics": {
    "predict_time": 7.950291,
    "total_time": 7.950764
  },
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  ],
  "started_at": "2023-07-17T23:15:42.184102Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/7zz3ldtbbef6bh6rbfdl35wovu",
    "cancel": "https://api.replicate.com/v1/predictions/7zz3ldtbbef6bh6rbfdl35wovu/cancel"
  },
  "version": "56acad22679f6b95d6e45c78309a2b50a670d5ed29a37dd73d182e89772c02f1"
}

Generated in

8.0 seconds

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