https://github.com/khaledsharif/ts-fill-in-middle

Examples of how to use DeepSeek Coder LLM for Typescript Fill in Middle (FIM) tasks
https://github.com/khaledsharif/ts-fill-in-middle

Last synced: 30 days ago
JSON representation

Examples of how to use DeepSeek Coder LLM for Typescript Fill in Middle (FIM) tasks

• Host: GitHub
• URL: https://github.com/khaledsharif/ts-fill-in-middle
• Owner: KhaledSharif
• License: mit
• Created: 2024-05-08T22:32:22.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-05-09T05:22:44.000Z (8 months ago)
• Last Synced: 2024-05-09T23:38:47.043Z (8 months ago)
• Language: Python
• Size: 4.88 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# ts-fill-in-middle

Examples of how to use DeepSeek Coder LLM for Typescript Fill in Middle (FIM) tasks

### Introduction

Fine-tuned version of deepseek-ai/deepseek-coder-1.3b-base using 0.5B of TypeScript code from bigcode/the-stack-dedup. [link](https://ollama.com/codegpt/deepseek-coder-1.3b-typescript)

### Usage

This model is for completion purposes only.

```

curl http://localhost:11434/api/generate \

-d '{ "model" : "codegpt/deepseek-coder-1.3b-typescript",

      "prompt" : "class Person",

      "stream" : false,

      "options": {

	"stop" : ["\n\n"]

	}

}'

```

### Fill In the Middle (FIM)

DeepSeek models support FIM. For example,

```

<｜fim▁begin｜>function quickSort(arr: number[]): number[] {

  if (arr.length <= 1) {

    return arr;

  }

  const pivot = arr[0];

  const left = [];

  const right = [];

<｜fim▁hole｜>

  return [...quickSort(left), pivot, ...quickSort(right)];

}<｜fim▁end｜>

```

will generate

```

  for (let i = 1; i < arr.length; i++) {

    if (arr[i] < pivot) {

      left.push(arr[i]);

    } else {

      right.push(arr[i]);

    }

  }

```