chenxwh/deepseek-vl2:8ea88789 | Run with an API on Replicate

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chenxwh /deepseek-vl2:8ea88789

Input

text

string

Shift + Return to add a new line

Give me some suggestions for recipes using all the materials in the three imagesGive me some suggestions for recipes using all the materials in the three images

Input text.

Default: "Describe this image."

image1

*file

Preview

First image

image2

file

Preview

Optional, second image for multiple images image2text

image3

file

Preview

Optional, third image for multiple images image2text

max_new_tokens

integer

(minimum: 0, maximum: 4096)

The maximum numbers of tokens to generate

Default: 2048

temperature

number

The value used to modulate the probabilities of the next token. Set the temperature to 0 for deterministic generation

Default: 0.1

top_p

number

If set to float < 1, only the smallest set of most probable tokens with probabilities that add up to top_p or higher are kept for generation.

Default: 0.9

repetition_penalty

number

(minimum: 0, maximum: 2)

Repetition penalty

Default: 1.1

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

npx create-replicate --model=chenxwh/deepseek-vl2

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 chenxwh/deepseek-vl2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "chenxwh/deepseek-vl2:8ea887897e772107ce53f3a7fa4850e78ae88b2b73ff854b4700db9f0d59c7cb",
  {
    input: {
      text: "Give me some suggestions for recipes using all the materials in the three images",
      top_p: 0.9,
      image1: "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_1.jpeg",
      image2: "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_2.jpeg",
      image3: "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_3.jpeg",
      temperature: 0.1,
      max_new_tokens: 2048,
      repetition_penalty: 1.1
    }
  }
);

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 chenxwh/deepseek-vl2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "chenxwh/deepseek-vl2:8ea887897e772107ce53f3a7fa4850e78ae88b2b73ff854b4700db9f0d59c7cb",
    input={
        "text": "Give me some suggestions for recipes using all the materials in the three images",
        "top_p": 0.9,
        "image1": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_1.jpeg",
        "image2": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_2.jpeg",
        "image3": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_3.jpeg",
        "temperature": 0.1,
        "max_new_tokens": 2048,
        "repetition_penalty": 1.1
    }
)
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 chenxwh/deepseek-vl2 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": "chenxwh/deepseek-vl2:8ea887897e772107ce53f3a7fa4850e78ae88b2b73ff854b4700db9f0d59c7cb",
    "input": {
      "text": "Give me some suggestions for recipes using all the materials in the three images",
      "top_p": 0.9,
      "image1": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_1.jpeg",
      "image2": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_2.jpeg",
      "image3": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_3.jpeg",
      "temperature": 0.1,
      "max_new_tokens": 2048,
      "repetition_penalty": 1.1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Certainly! Here are a few recipe ideas that incorporate carrots, corn, and raw meat (likely pork ribs): ### Carrot Corn Pork Ribs Soup **Ingredients:** - 4 large carrots - 2 ears of corn - 1 pound pork ribs - 2 tablespoons olive oil - 1 onion, chopped - 3 cloves garlic, minced - 8 cups chicken broth - 1 teaspoon dried thyme - Salt and pepper to taste **Instructions:** 1. **Preparation:** - Peel and chop the carrots into bite-sized pieces. - Remove the husks from the corn cobs and cut off the ends. - Cut the pork ribs into smaller pieces. 2. **Cooking:** - Heat the olive oil in a large pot over medium heat. - Add the chopped onion and sauté until translucent. - Add the minced garlic and cook for another minute. - Add the pork ribs and brown them on all sides. - Pour in the chicken broth and add the thyme. - Bring to a boil, then reduce the heat and let it simmer for about an hour or until the meat is tender. - Add the carrots and corn cobs, cover, and continue cooking for another 30 minutes. - Season with salt and pepper to taste. ### Grilled Pork Ribs with Roasted Carrots and Corn Salsa **Ingredients:** - 4 pork ribs - 4 large carrots - 2 ears of corn - 1/4 cup olive oil - 2 tablespoons honey - 1 tablespoon soy sauce - 1 teaspoon ground cumin - 1 teaspoon smoked paprika - 1/4 cup fresh cilantro, chopped - Salt and pepper to taste **Instructions:** 1. **Marinating:** - In a bowl, mix together olive oil, honey, soy sauce, cumin, smoked paprika, and salt and pepper. - Place the pork ribs in the marinade, turning to coat evenly. Let it marinate for at least 2 hours, preferably overnight. 2. **Grilling:** - Preheat your grill to medium-high heat. - Remove the ribs from the marinade, letting any excess liquid drip off. - Grill the ribs for about 5-7 minutes per side, or until they reach your desired level of doneness. 3. **Roasting:** - Preheat your oven to 400°F (200°C). - Toss the carrots and corn with olive oil, salt, and pepper. Spread them out on a baking sheet. - Roast in the oven for about 20-25 minutes, or until the vegetables are tender and slightly caramelized. 4. **Assembly:** - Serve the grilled pork ribs hot, accompanied by roasted carrots and corn. - Garnish with fresh cilantro and serve with a side of salsa made from the remaining marinade ingredients. These recipes should provide a delicious and hearty meal using the ingredients shown in the images. Enjoy cooking!<｜end▁of▁sentence｜>

{
  "completed_at": "2024-12-29T15:57:04.808972Z",
  "created_at": "2024-12-29T15:54:48.252000Z",
  "data_removed": false,
  "error": null,
  "id": "wksm0fwe7hrmc0cm2cg81fvfbw",
  "input": {
    "text": "Give me some suggestions for recipes using all the materials in the three images",
    "top_p": 0.9,
    "image1": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_1.jpeg",
    "image2": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_2.jpeg",
    "image3": "https://raw.githubusercontent.com/deepseek-ai/DeepSeek-VL2/refs/heads/main/images/multi_image_3.jpeg",
    "temperature": 0.1,
    "max_new_tokens": 2048,
    "repetition_penalty": 1.1
  },
  "logs": "2024-12-29 15:54:48,661 - gradio_logger - INFO - ================================================================================\n2024-12-29 15:54:48,661 - gradio_logger - INFO - <|User|>: <image>\n<image>\n<image>\nGive me some suggestions for recipes using all the materials in the three images\n<|Assistant|>:\n[{'role': '<|User|>', 'content': '<image>\\n<image>\\n<image>\\nGive me some suggestions for recipes using all the materials in the three images', 'images': [<PIL.Image.Image image mode=RGB size=1024x701 at 0x7250C672E010>, <PIL.Image.Image image mode=RGB size=450x308 at 0x7250ACC8E490>, <PIL.Image.Image image mode=RGB size=1280x720 at 0x7250EBAC3150>]}, {'role': '<|Assistant|>', 'content': ''}]",
  "metrics": {
    "predict_time": 136.549170906,
    "total_time": 136.556972
  },
  "output": {
    "img_out": null,
    "text_out": "Certainly! Here are a few recipe ideas that incorporate carrots, corn, and raw meat (likely pork ribs):\n\n### Carrot Corn Pork Ribs Soup\n**Ingredients:**\n- 4 large carrots\n- 2 ears of corn\n- 1 pound pork ribs\n- 2 tablespoons olive oil\n- 1 onion, chopped\n- 3 cloves garlic, minced\n- 8 cups chicken broth\n- 1 teaspoon dried thyme\n- Salt and pepper to taste\n\n**Instructions:**\n1. **Preparation:**\n   - Peel and chop the carrots into bite-sized pieces.\n   - Remove the husks from the corn cobs and cut off the ends.\n   - Cut the pork ribs into smaller pieces.\n\n2. **Cooking:**\n   - Heat the olive oil in a large pot over medium heat.\n   - Add the chopped onion and sauté until translucent.\n   - Add the minced garlic and cook for another minute.\n   - Add the pork ribs and brown them on all sides.\n   - Pour in the chicken broth and add the thyme.\n   - Bring to a boil, then reduce the heat and let it simmer for about an hour or until the meat is tender.\n   - Add the carrots and corn cobs, cover, and continue cooking for another 30 minutes.\n   - Season with salt and pepper to taste.\n\n### Grilled Pork Ribs with Roasted Carrots and Corn Salsa\n**Ingredients:**\n- 4 pork ribs\n- 4 large carrots\n- 2 ears of corn\n- 1/4 cup olive oil\n- 2 tablespoons honey\n- 1 tablespoon soy sauce\n- 1 teaspoon ground cumin\n- 1 teaspoon smoked paprika\n- 1/4 cup fresh cilantro, chopped\n- Salt and pepper to taste\n\n**Instructions:**\n1. **Marinating:**\n   - In a bowl, mix together olive oil, honey, soy sauce, cumin, smoked paprika, and salt and pepper.\n   - Place the pork ribs in the marinade, turning to coat evenly. Let it marinate for at least 2 hours, preferably overnight.\n\n2. **Grilling:**\n   - Preheat your grill to medium-high heat.\n   - Remove the ribs from the marinade, letting any excess liquid drip off.\n   - Grill the ribs for about 5-7 minutes per side, or until they reach your desired level of doneness.\n\n3. **Roasting:**\n   - Preheat your oven to 400°F (200°C).\n   - Toss the carrots and corn with olive oil, salt, and pepper. Spread them out on a baking sheet.\n   - Roast in the oven for about 20-25 minutes, or until the vegetables are tender and slightly caramelized.\n\n4. **Assembly:**\n   - Serve the grilled pork ribs hot, accompanied by roasted carrots and corn.\n   - Garnish with fresh cilantro and serve with a side of salsa made from the remaining marinade ingredients.\n\nThese recipes should provide a delicious and hearty meal using the ingredients shown in the images. Enjoy cooking!<｜end▁of▁sentence｜>"
  },
  "started_at": "2024-12-29T15:54:48.259801Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/wksm0fwe7hrmc0cm2cg81fvfbw",
    "cancel": "https://api.replicate.com/v1/predictions/wksm0fwe7hrmc0cm2cg81fvfbw/cancel"
  },
  "version": "8ea887897e772107ce53f3a7fa4850e78ae88b2b73ff854b4700db9f0d59c7cb"
}

Generated in

2 minutes 17 seconds

Tweak it Share Report View full prediction