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new cli with validation_file and hyperparameters

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Daaniyaan
2023-11-06 20:05:48 +03:30
committed by Jason Liu
parent 52aed126a1
commit 7fc35ad58b
3 changed files with 31 additions and 6 deletions
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docs/cli/finetune.md
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@@ -14,6 +14,8 @@ $ instructor jobs --help
╭─ Options ───────────────────────────────────────────────────────────────────────────────╮
│ --help Show this message and exit. │
│ --hyperparameters Specify hyperparameters for fine-tuning. |
│ --validation_file Specify a validation file for fine-tuning. │
╰─────────────────────────────────────────────────────────────────────────────────────────╯
╭─ Commands ──────────────────────────────────────────────────────────────────────────────────────────────────╮
│ cancel Cancel a fine-tuning job. │
@@ -26,10 +28,11 @@ $ instructor jobs --help
### Create from File
The create-from-file command uploads and trains a model in a single step:
The create-from-file command uploads and trains a model in a single step.
Validation file and hyperparameters are optional.
```sh
$ instructor jobs create-from-file transformed_data.jsonl
$ instructor jobs create-from-file transformed_data.jsonl --validation_file validation_data.jsonl --hyperparameters '{"n_epochs": 3}'
```
### Create from ID