saysharastuff/olmo-2-1124-13b-instruct – Run with an API on Replicate

saysharastuff / olmo-2-1124-13b-instruct

allenai/OLMo-2-1124-13B-Instruct, text generation model

Cold

Public
115 runs
L40S
Weights
Paper
License

Iterate in playground

Run with an API

Playground API Examples README Versions

Input

prompt

*string

Shift + Return to add a new line

Text prompt to send to the model.

system

string

Shift + Return to add a new line

You are OLMo 2, a helpful and harmless AI Assistant built by the Allen Institute for AI.You are OLMo 2, a helpful and harmless AI Assistant built by the Allen Institute for AI.

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

Default: "You are OLMo 2, a helpful and harmless AI Assistant built by the Allen Institute for AI."

max_length

integer

(minimum: 1)

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

Default: 512

temperature

number

(minimum: 0.01, maximum: 1)

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

Default: 0.7

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: 0.95

top_k

integer

(minimum: 0)

When decoding text, samples from the top k most likely tokens; lower to ignore less likely tokens.

Default: 50

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

npx create-replicate --model=saysharastuff/olmo-2-1124-13b-instruct

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 saysharastuff/olmo-2-1124-13b-instruct using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "saysharastuff/olmo-2-1124-13b-instruct:701ff596bb45a62826fb0f7399f5a5fc665fa6997af3fbb3cb2ae580ab828329",
  {
    input: {
      top_k: 50,
      top_p: 0.95,
      prompt: "Hello!",
      system: "You are OLMo 2, a helpful and harmless AI Assistant built by the Allen Institute for AI.",
      max_length: 100,
      temperature: 0.7
    }
  }
);

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 saysharastuff/olmo-2-1124-13b-instruct using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "saysharastuff/olmo-2-1124-13b-instruct:701ff596bb45a62826fb0f7399f5a5fc665fa6997af3fbb3cb2ae580ab828329",
    input={
        "top_k": 50,
        "top_p": 0.95,
        "prompt": "Hello!",
        "system": "You are OLMo 2, a helpful and harmless AI Assistant built by the Allen Institute for AI.",
        "max_length": 100,
        "temperature": 0.7
    }
)
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 saysharastuff/olmo-2-1124-13b-instruct 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": "saysharastuff/olmo-2-1124-13b-instruct:701ff596bb45a62826fb0f7399f5a5fc665fa6997af3fbb3cb2ae580ab828329",
    "input": {
      "top_k": 50,
      "top_p": 0.95,
      "prompt": "Hello!",
      "system": "You are OLMo 2, a helpful and harmless AI Assistant built by the Allen Institute for AI.",
      "max_length": 100,
      "temperature": 0.7
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Hello! How can I assist you today? If you have any questions or need information on a wide range of topics, feel free to ask.

Generated in

42.5 seconds

Tweak it Share Report

Run time and cost

This model runs on Nvidia L40S GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

OLMo-2-13B-Instruct is a Text Generation model created by Ai2. It is post-trained variant of the OLMo-2 13B November 2024 model, which has undergone supervised finetuning on an OLMo-specific variant of the Tülu 3 dataset and further DPO training on this dataset, and finally RLVR training using this data.