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[chat] doc enhancement #3679

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Merged
binmakeswell merged 6 commits into from
May 5, 2023
Merged

[chat] doc enhancement #3679

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f82f432
Add RoBERTa for RLHF Stage 2 & 3 (test)
Camille7777 Mar 22, 2023
c686cf2
Update README.md
Camille7777 Apr 26, 2023
cf36b11
update readme
Camille7777 Apr 27, 2023
ccdcd4e
Update test_ci.sh
Camille7777 Apr 27, 2023
d96e9be
Merge remote-tracking branch 'upstream/main' into doc_enhancement
Camille7777 May 4, 2023
7909adf
update readme and add a script
Camille7777 May 4, 2023
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2 changes: 1 addition & 1 deletion applications/Chat/examples/README.md
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Expand Up @@ -154,7 +154,7 @@ torchrun --standalone --nproc_per_node=4 train_prompts.py \
--rm_path /your/rm/model/path
```

Prompt dataset: the instruction dataset mentioned in the above figure which includes the instructions, e.g. you can use [seed_prompts_ch.jsonl](https://github.com/XueFuzhao/InstructionWild/blob/main/data/seed_prompts_ch.jsonl) or [seed_prompts_en.jsonl](https://github.com/XueFuzhao/InstructionWild/blob/main/data/seed_prompts_en.jsonl) in InstructionWild.
Prompt dataset: the instruction dataset mentioned in the above figure which includes the instructions, e.g. you can use the [script](https://github.com/hpcaitech/ColossalAI/tree/main/applications/Chat/examples/example_data_reformat.py) to reformat [seed_prompts_ch.jsonl](https://github.com/XueFuzhao/InstructionWild/blob/main/data/seed_prompts_ch.jsonl) or [seed_prompts_en.jsonl](https://github.com/XueFuzhao/InstructionWild/blob/main/data/seed_prompts_en.jsonl) in InstructionWild.
Pretrain dataset: the pretrain dataset including the instruction and corresponding response, e.g. you can use the [InstructWild Data](https://github.com/XueFuzhao/InstructionWild/tree/main/data) in stage 1 supervised instructs tuning.

### Arg List
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12 changes: 12 additions & 0 deletions applications/Chat/examples/example_data_reformat.py
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@@ -0,0 +1,12 @@
jsonl_file = 'seed_prompts_xx.jsonl' # seed_prompts_en.jsonl or seed_prompts_ch.json from InstructionWild
reformat_file = 'prompts_xx.jsonl' # reformat jsonl file used as Prompt dataset in Stage3

data = ''
with open(jsonl_file, 'r', encoding="utf-8") as f1:
for jsonstr in f1.readlines():
jsonstr = '\t' + jsonstr.strip('\n') + ',\n'
data = data + jsonstr
data = '[\n' + data + ']'

with open(reformat_file, 'w') as f2:
f2.write(data)