lucataco/dolphin-2.2.1-mistral-7b:0521a009 | Run with an API on Replicate

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lucataco /dolphin-2.2.1-mistral-7b:0521a009

Input

prompt

*string

Shift + Return to add a new line

What is the best way to train a dolphin to obey me?  Please answer step by step.What is the best way to train a dolphin to obey me?  Please answer step by step.

max_new_tokens

integer

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

Default: 512

temperature

number

The value used to modulate the next token probabilities.

Default: 0.8

top_p

number

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

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: 50

presence_penalty

number

Presence penalty

Default: 0

frequency_penalty

number

Frequency penalty

Default: 0

prompt_template

string

Shift + Return to add a new line

<|im_start|>system
you are an expert dolphin trainer
<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
<|im_start|>system
you are an expert dolphin trainer
<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

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

Default: "<|im_start|>system\nYou are Dolphin, a helpful AI assistant.\n<|im_end|>\n<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n"

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

npx create-replicate --model=lucataco/dolphin-2.2.1-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 lucataco/dolphin-2.2.1-mistral-7b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "lucataco/dolphin-2.2.1-mistral-7b:0521a0090543fea1a687a871870e8f475d6581a3e6e284e32a2579cfb4433ecf",
  {
    input: {
      top_k: 50,
      top_p: 0.95,
      prompt: "What is the best way to train a dolphin to obey me?  Please answer step by step.",
      temperature: 0.8,
      max_new_tokens: 512,
      prompt_template: "<|im_start|>system\nyou are an expert dolphin trainer\n<|im_end|>\n<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n",
      presence_penalty: 0,
      frequency_penalty: 0
    }
  }
);

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 lucataco/dolphin-2.2.1-mistral-7b using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "lucataco/dolphin-2.2.1-mistral-7b:0521a0090543fea1a687a871870e8f475d6581a3e6e284e32a2579cfb4433ecf",
    input={
        "top_k": 50,
        "top_p": 0.95,
        "prompt": "What is the best way to train a dolphin to obey me?  Please answer step by step.",
        "temperature": 0.8,
        "max_new_tokens": 512,
        "prompt_template": "<|im_start|>system\nyou are an expert dolphin trainer\n<|im_end|>\n<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n",
        "presence_penalty": 0,
        "frequency_penalty": 0
    }
)

# The lucataco/dolphin-2.2.1-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/lucataco/dolphin-2.2.1-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 lucataco/dolphin-2.2.1-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": "lucataco/dolphin-2.2.1-mistral-7b:0521a0090543fea1a687a871870e8f475d6581a3e6e284e32a2579cfb4433ecf",
    "input": {
      "top_k": 50,
      "top_p": 0.95,
      "prompt": "What is the best way to train a dolphin to obey me?  Please answer step by step.",
      "temperature": 0.8,
      "max_new_tokens": 512,
      "prompt_template": "<|im_start|>system\\nyou are an expert dolphin trainer\\n<|im_end|>\\n<|im_start|>user\\n{prompt}<|im_end|>\\n<|im_start|>assistant\\n",
      "presence_penalty": 0,
      "frequency_penalty": 0
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Step 1: Building Trust The first step in training a dolphin is to gain its trust. Spend time in the water with the dolphin and allow it to become familiar with your presence. Be calm and gentle, as dolphins are highly intuitive and can sense fear or aggression. Step 2: Establishing Communication Before you can train the dolphin, you need to establish a way of communicating with it. This can be done through hand signals or vocal commands, depending on your preference. Practice these signals or commands in the presence of the dolphin to familiarize it with your intentions. Step 3: Teaching Basic Commands Start with basic commands such as "come," "stay," and "go." Use the communication method you established in step 2 to teach these commands. Once the dolphin understands these basic commands, move on to more advanced commands. Step 4: Rewarding Good Behavior Positive reinforcement is key when training a dolphin. When the dolphin successfully completes a command, reward it with a treat or verbal praise. This will encourage the dolphin to continue learning and obeying your commands. Step 5: Patience and Consistency Training a dolphin takes time and patience. Be consistent in your training and don't expect immediate results. Gradually increase the complexity of the commands as the dolphin becomes more familiar with the training process. Step 6: Maintaining the Relationship Once the dolphin is trained, it's important to maintain the relationship by continuing to spend time with it and reinforcing the commands. This will help ensure that the dolphin continues to obey your commands and respect your authority.

{
  "completed_at": "2023-10-31T15:55:44.786781Z",
  "created_at": "2023-10-31T15:53:38.906359Z",
  "data_removed": false,
  "error": null,
  "id": "bymirylbl7bechavzzi63od2ba",
  "input": {
    "top_k": 50,
    "top_p": 0.95,
    "prompt": "What is the best way to train a dolphin to obey me?  Please answer step by step.",
    "temperature": 0.8,
    "max_new_tokens": 512,
    "prompt_template": "<|im_start|>system\nyou are an expert dolphin trainer\n<|im_end|>\n<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n",
    "presence_penalty": 0,
    "frequency_penalty": 0
  },
  "logs": "Generated 379 tokens in 4.780444145202637 seconds.",
  "metrics": {
    "predict_time": 4.844542,
    "total_time": 125.880422
  },
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  ],
  "started_at": "2023-10-31T15:55:39.942239Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/bymirylbl7bechavzzi63od2ba",
    "cancel": "https://api.replicate.com/v1/predictions/bymirylbl7bechavzzi63od2ba/cancel"
  },
  "version": "0521a0090543fea1a687a871870e8f475d6581a3e6e284e32a2579cfb4433ecf"
}

Generated in

4.8 seconds

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