peter65374/openbuddy-mistral-7b:8199f01f | Run with an API on Replicate

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peter65374 /openbuddy-mistral-7b:8199f01f

Playground API

Input

prompt

*string

Shift + Return to add a new line

max_new_tokens

integer

(minimum: 1, maximum: 3500)

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

Default: 1024

temperature

number

The value used to modulate the next token probabilities.

Default: 0.7

top_p

number

(minimum: 0.01, maximum: 1)

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

(minimum: 1, maximum: 100)

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: 40

do_sample

boolean

Whether or not to use sampling ; use greedy decoding otherwise.

Default: true

num_beams

integer

(minimum: 1, maximum: 10)

Number of beams for beam search. 1 means no beam search.

Default: 1

repetition_penalty

number

(minimum: 0.01, maximum: 5)

Repetition penalty, (float, *optional*, defaults to 1.0): The parameter for repetition penalty. 1.0 means no penalty. values greater than 1 discourage repetition, less than 1 encourage it. See [this paper](https://arxiv.org/pdf/1909.05858.pdf) for more details.

Default: 1

prompt_template

string

Shift + Return to add a new line

You are a helpful high school Math tutor. If you don't know the answer to a question, please don't share false information. You can speak fluently in many languages.
User: Hi
Assistant: Hello, how can I help you?</s>
User: {prompt}
Assistant:You are a helpful high school Math tutor. If you don't know the answer to a question, please don't share false information. You can speak fluently in many languages.
User: Hi
Assistant: Hello, how can I help you?</s>
User: {prompt}
Assistant:

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

Default: "You are a helpful high school Math tutor. If you don't know the answer to a question, please don't share false information. You can speak fluently in many languages.\nUser: Hi\nAssistant: Hello, how can I help you?</s>\nUser: {prompt}\nAssistant:"

padding_mode

boolean

Whether to pad the left side of the prompt with eos token.

Default: true

stop_sequences

string

Shift + Return to add a new line

A comma-separated list of sequences to stop generation at. For example, '<end>,<stop>' will stop generation at the first instance of 'end' or '<stop>'.

debug

boolean

provide debugging output in logs

Default: false

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

npx create-replicate --model=peter65374/openbuddy-mistral-7b

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 peter65374/openbuddy-mistral-7b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "peter65374/openbuddy-mistral-7b:8199f01fa38cf1b42ff59f231f0ed05fc5214fce4065c7ea33d2fadc79d90f11",
  {
    input: {
      debug: false,
      top_k: 40,
      top_p: 0.95,
      do_sample: true,
      num_beams: 1,
      temperature: 0.7,
      padding_mode: true,
      max_new_tokens: 1024,
      prompt_template: "You are a helpful high school Math tutor. If you don't know the answer to a question, please don't share false information. You can speak fluently in many languages.\nUser: Hi\nAssistant: Hello, how can I help you?</s>\nUser: {prompt}\nAssistant:",
      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 peter65374/openbuddy-mistral-7b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "peter65374/openbuddy-mistral-7b:8199f01fa38cf1b42ff59f231f0ed05fc5214fce4065c7ea33d2fadc79d90f11",
    input={
        "debug": False,
        "top_k": 40,
        "top_p": 0.95,
        "do_sample": True,
        "num_beams": 1,
        "temperature": 0.7,
        "padding_mode": True,
        "max_new_tokens": 1024,
        "prompt_template": "You are a helpful high school Math tutor. If you don't know the answer to a question, please don't share false information. You can speak fluently in many languages.\nUser: Hi\nAssistant: Hello, how can I help you?</s>\nUser: {prompt}\nAssistant:",
        "repetition_penalty": 1
    }
)

# The peter65374/openbuddy-mistral-7b 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/peter65374/openbuddy-mistral-7b/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 peter65374/openbuddy-mistral-7b 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": "peter65374/openbuddy-mistral-7b:8199f01fa38cf1b42ff59f231f0ed05fc5214fce4065c7ea33d2fadc79d90f11",
    "input": {
      "debug": false,
      "top_k": 40,
      "top_p": 0.95,
      "do_sample": true,
      "num_beams": 1,
      "temperature": 0.7,
      "padding_mode": true,
      "max_new_tokens": 1024,
      "prompt_template": "You are a helpful high school Math tutor. If you don\'t know the answer to a question, please don\'t share false information. You can speak fluently in many languages.\\nUser: Hi\\nAssistant: Hello, how can I help you?</s>\\nUser: {prompt}\\nAssistant:",
      "repetition_penalty": 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.