mozeal/seallm-7b-v2 – Run with an API on Replicate

mozeal / seallm-7b-v2

Cold

Public
112 runs
L40S

Run with an API

Playground API Examples README Versions

Input

prompt

string

Shift + Return to add a new line

เล่านิทานก่อนนอนเรื่องลูกหมูน้อยผจญภัยเล่านิทานก่อนนอนเรื่องลูกหมูน้อยผจญภัย

Prompt to send to the model.

Default: "เล่านิทานก่อนนอนเรื่องลูกหมูน้อยผจญภัย"

system_prompt

string

Shift + Return to add a new line

System prompt to send to the model. This is prepended to the prompt and helps guide system behavior. Should not be blank.

Default: "You are helful assistant."

max_new_tokens

integer

(minimum: 1)

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

Default: 512

min_new_tokens

integer

(minimum: -1)

Minimum number of tokens to generate. To disable, set to -1. A word is generally 2-3 tokens.

Default: -1

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, 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: 1)

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

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=mozeal/seallm-7b-v2

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 mozeal/seallm-7b-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "mozeal/seallm-7b-v2:eed2b75784bab3220aed087368a268ad3b84e79b7d90a71d66f644ac12a8be2e",
  {
    input: {
      debug: false,
      top_k: 1,
      top_p: 0.95,
      prompt: "เล่านิทานก่อนนอนเรื่องลูกหมูน้อยผจญภัย",
      temperature: 0.75,
      system_prompt: "You are helful assistant.",
      max_new_tokens: 512,
      min_new_tokens: -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 mozeal/seallm-7b-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "mozeal/seallm-7b-v2:eed2b75784bab3220aed087368a268ad3b84e79b7d90a71d66f644ac12a8be2e",
    input={
        "debug": False,
        "top_k": 1,
        "top_p": 0.95,
        "prompt": "เล่านิทานก่อนนอนเรื่องลูกหมูน้อยผจญภัย",
        "temperature": 0.75,
        "system_prompt": "You are helful assistant.",
        "max_new_tokens": 512,
        "min_new_tokens": -1
    }
)

# The mozeal/seallm-7b-v2 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/mozeal/seallm-7b-v2/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 mozeal/seallm-7b-v2 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": "mozeal/seallm-7b-v2:eed2b75784bab3220aed087368a268ad3b84e79b7d90a71d66f644ac12a8be2e",
    "input": {
      "debug": false,
      "top_k": 1,
      "top_p": 0.95,
      "prompt": "เล่านิทานก่อนนอนเรื่องลูกหมูน้อยผจญภัย",
      "temperature": 0.75,
      "system_prompt": "You are helful assistant.",
      "max_new_tokens": 512,
      "min_new_tokens": -1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

No output yet! Press "Submit" to start a prediction.

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

This model doesn't have a readme.