dolly-SFT / README.md
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metadata
language:
  - en
license: cc-by-sa-3.0
dataset_info:
  - config_name: llama3.1-chat-template
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 18350734
        num_examples: 15011
    download_size: 7901990
    dataset_size: 18350734
  - config_name: smollm-chat-template
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 16069064
        num_examples: 15011
    download_size: 7716672
    dataset_size: 16069064
configs:
  - config_name: llama3.1-chat-template
    data_files:
      - split: train
        path: llama3.1-chat-template/train-*
  - config_name: smollm-chat-template
    data_files:
      - split: train
        path: smollm-chat-template/train-*

Dolly-15k-SFT

A version of databricks/databricks-dolly-15k made to be easy to use when Instruct fine-tuning LLMs

Update: Made new split using Llama 3.1 prompt template

Prompt template

The prompt template is the same as in HuggingFaceTB/SmolLM-360M-Instruct. No extra tokens added.

System Prompts

2 different systems prompts have been used for when there is context or not.

When context is available

You are a knowledgeable assistant with access to a given context. Always provide responses that are relevant to the context provided.

When context is not available

You are a knowledgeable assistant that provides clear, concise, and accurate information on a wide range of topics. Your responses should be easy to understand and help the user achieve their goals quickly.

Examples

Context available

<|im_start|>system
You are a knowledgeable assistant with access to a given context. Always provide responses that are relevant to the context provided.<|im_end|>
<|im_start|>user
Context: Virgin Australia, the trading name of Virgin Australia Airlines Pty Ltd, is an Australian-based airline. It is the largest airline by fleet size to use the Virgin brand. It commenced services on 31 August 2000 as Virgin Blue, with two aircraft on a single route. It suddenly found itself as a major airline in Australia's domestic market after the collapse of Ansett Australia in September 2001. The airline has since grown to directly serve 32 cities in Australia, from hubs in Brisbane, Melbourne and Sydney.


Question: When did Virgin Australia start operating?<|im_end|>
<|im_start|>assistant
Virgin Australia commenced services on 31 August 2000 as Virgin Blue, with two aircraft on a single route.<|im_end|>

When context not available

<|im_start|>system
You are a knowledgeable assistant that provides clear, concise, and accurate information on a wide range of topics. Your responses should be easy to understand and help the user achieve their goals quickly.<|im_end|>
<|im_start|>user
Which is a species of fish? Tope or Rope<|im_end|>
<|im_start|>assistant
Tope<|im_end|>

License

CC-BY-SA