File size: 3,255 Bytes
86b7d22 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 |
---
title: Instruction Tuning
description: Instruction tuning formats for supervised fine-tuning.
order: 2
---
## alpaca
instruction; input(optional)
```{.json filename="data.jsonl"}
{"instruction": "...", "input": "...", "output": "..."}
```
## jeopardy
question and answer
```{.json filename="data.jsonl"}
{"question": "...", "category": "...", "answer": "..."}
```
## oasst
instruction
```{.json filename="data.jsonl"}
{"INSTRUCTION": "...", "RESPONSE": "..."}
```
## gpteacher
instruction; input(optional)
```{.json filename="data.jsonl"}
{"instruction": "...", "input": "...", "response": "..."}
```
## reflection
instruction with reflect; input(optional)
```{.json filename="data.jsonl"}
{"instruction": "...", "input": "...", "output": "...", "reflection": "...", "corrected": "..."}
```
## explainchoice
question, choices, (solution OR explanation)
```{.json filename="data.jsonl"}
{"question": "...", "choices": ["..."], "solution": "...", "explanation": "..."}
```
## concisechoice
question, choices, (solution OR explanation)
```{.json filename="data.jsonl"}
{"question": "...", "choices": ["..."], "solution": "...", "explanation": "..."}
```
## summarizetldr
article and summary
```{.json filename="data.jsonl"}
{"article": "...", "summary": "..."}
```
## alpaca_chat
basic instruct for alpaca chat
```{.json filename="data.jsonl"}
{"instruction": "...", "input": "...", "response": "..."}
```
## alpaca_chat.load_qa
question and answer for alpaca chat
```{.json filename="data.jsonl"}
{"question": "...", "answer": "..."}
```
## alpaca_chat.load_concise
question and answer for alpaca chat, for concise answers
```{.json filename="data.jsonl"}
{"instruction": "...", "input": "...", "response": "..."}
```
## alpaca_chat.load_camel_ai
question and answer for alpaca chat, for load_camel_ai
```{.json filename="data.jsonl"}
{"message_1": "...", "message_2": "..."}
```
## alpaca_w_system.load_open_orca
support for open orca datasets with included system prompts, instruct
```{.json filename="data.jsonl"}
{"system_prompt": "...", "question": "...", "response": "..."}
```
## context_qa
in context question answering from an article
```{.json filename="data.jsonl"}
{"article": "...", "question": "...", "answer": "..."}
```
## context_qa.load_v2
in context question answering (alternate)
```{.json filename="data.jsonl"}
{"context": "...", "question": "...", "answer": "..."}
```
## context_qa.load_404
in context question answering from an article, with default response for no answer from context
```{.json filename="data.jsonl"}
{"article": "...", "unanswerable_question": "..."}
```
## creative_acr.load_answer
instruction and revision
```{.json filename="data.jsonl"}
{"instruction": "...", "revision": "..."}
```
## creative_acr.load_critique
critique
```{.json filename="data.jsonl"}
{"scores": "...", "critiques": "...", "instruction": "...", "answer": "..."}
```
## creative_acr.load_revise
critique and revise
```{.json filename="data.jsonl"}
{"scores": "...", "critiques": "...", "instruction": "...", "answer": "...", "revision": "..."}
```
## metharme
instruction, adds additional eos tokens
```{.json filename="data.jsonl"}
{"prompt": "...", "generation": "..."}
```
|