meta/llama-2-13b-chat:6b4da803 – Run with an API on Replicate

meta /llama-2-13b-chat:6b4da803

Input

prompt

*string

Shift + Return to add a new line

Write a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots.Write a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots.

Prompt to send to Llama v2.

system_prompt

string

Shift + Return to add a new line

You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.

If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.

If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.

System prompt to send to Llama v2. This is prepended to the prompt and helps guide system behavior.

Default: "You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\n\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information."

max_new_tokens

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: 0.5

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:6b4da803a2382c08868c5af10a523892f38e2de1aafb2ee55b020d9efef2fdb8",
  {
    input: {
      debug: false,
      top_p: 1,
      prompt: "Write a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots.",
      temperature: 0.75,
      system_prompt: "You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\n\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.",
      max_new_tokens: 500,
      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:6b4da803a2382c08868c5af10a523892f38e2de1aafb2ee55b020d9efef2fdb8",
    input={
        "debug": False,
        "top_p": 1,
        "prompt": "Write a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots.",
        "temperature": 0.75,
        "system_prompt": "You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\n\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.",
        "max_new_tokens": 500,
        "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": "6b4da803a2382c08868c5af10a523892f38e2de1aafb2ee55b020d9efef2fdb8",
    "input": {
      "debug": false,
      "top_p": 1,
      "prompt": "Write a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots.",
      "temperature": 0.75,
      "system_prompt": "You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\\n\\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don\'t know the answer to a question, please don\'t share false information.",
      "max_new_tokens": 500,
      "repetition_penalty": 1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Sure, I'd be happy to help! Here's a story in the style of James Joyce, set in the Irish countryside in 2083: As I stepped off the pod-train and onto the lush green grass of the countryside, the crisp air filled my lungs and invigorated my senses. The year was 2083, and yet the rolling hills and sparkling lakes of Ireland seemed unchanged by the passage of time. The only difference was the presence of robots, their sleek metallic bodies and glowing blue eyes a testament to the advancements of technology. I had come to this place seeking solace and inspiration, to lose myself in the beauty of nature and the wonder of machines. As I wandered through the hills, I came across a group of robots tending to a field of crops, their delicate movements and precise calculations ensuring a bountiful harvest. One of the robots, a sleek and agile model with wings like a dragonfly, fluttered over to me and offered a friendly greeting. "Good day, traveler," it said in a melodic voice. "What brings you to our humble abode?" I explained my desire to experience the beauty of the Irish countryside, and the robot nodded sympathetically. "Ah, yes," it said. "There is much to see and explore here. Would you like a guided tour?" I eagerly accepted the offer, and the robot led me on a journey through the rolling hills and sparkling lakes. We saw towering waterfalls and ancient ruins, and the robot shared stories of the history and culture of the land. As we walked, the sun began to set, casting a golden glow over the landscape. As the stars began to twinkle in the night sky, the robot and I sat down on a hill overlooking the countryside. "This is a special place," the robot said, its voice filled with a sense of wonder. "A place where nature and technology coexist in harmony." I nodded in agreement, feeling a sense of awe and gratitude for this wondrous place. And as I looked out at the stars, I knew that this trip to the

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  "created_at": "2023-07-22T00:44:36.461840Z",
  "data_removed": false,
  "error": null,
  "id": "y2ym6szb57znjkirlbyxc4dlcm",
  "input": {
    "top_p": 1,
    "prompt": "Write a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots.",
    "temperature": 0.75,
    "system_prompt": "You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\n\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.",
    "max_new_tokens": 500,
    "repetition_penalty": 1
  },
  "logs": "Formatted input prompt:\n[INST] <<SYS>>\nYou are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature.\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information.\n<</SYS>>\nWrite a story in the style of James Joyce. The story should be about a trip to the Irish countryside in 2083, to see the beautiful scenery and robots. [/INST]",
  "metrics": {
    "predict_time": 24.882469,
    "total_time": 24.818396
  },
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  ],
  "started_at": "2023-07-22T00:44:36.397767Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/y2ym6szb57znjkirlbyxc4dlcm",
    "cancel": "https://api.replicate.com/v1/predictions/y2ym6szb57znjkirlbyxc4dlcm/cancel"
  },
  "version": "6b4da803a2382c08868c5af10a523892f38e2de1aafb2ee55b020d9efef2fdb8"
}

Generated in

24.9 seconds

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