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Documentation Index

Fetch the complete documentation index at: https://docs.together.ai/llms.txt

Use this file to discover all available pages before exploring further.

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Upload

To upload a new dataset file: 
tg files upload [FILENAME]
Here’s a sample output: 
$ tg files upload ./example.jsonl
Uploading file example.jsonl: 100%|██████████████████████████████| 5.18M/5.18M [00:01<00:00, 4.20MB/s]
Success!
file-d931200a-6b7f-476b-9ae2-8fddd5112308
The printed file-… identifier is the assigned file-id for this file object. Pass --json to get the full response body instead.

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Parameters

FlagDescription
--purpose [string]The purpose of the file. Default: fine-tune. Must be one of:
  • fine-tune
  • eval
  • eval-sample
  • eval-output
  • eval-summary
  • batch-generated
  • batch-api
--no-checkSkip local file validation before uploading. The CLI checks files by default.

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Check

You can precheck that a file is structurally valid before uploading. 
tg files check [PATH]
Here’s a sample output: 
$ tg files check ./local-file.jsonl
Validating file: 1 lines [00:00, 7476.48 lines/s]
✅ Checks passed
For fine-tuning JSONL files, this command verifies UTF-8 encoding, that each non-empty line is parseable JSON, and that there is one JSON object per line, along with the minimum sample count and maximum file size. Schema-level validation (such as required fields and role ordering) is performed on the server when the file is used; the Files API surfaces any errors at that point.

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List

To list previously uploaded files: 
tg files list

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Retrieve

To retrieve the metadata of a previously uploaded file: 
tg files retrieve [FILE_ID]
Here’s a sample output: 
$ tg files retrieve file-d931200a-6b7f-476b-9ae2-8fddd5112308
Retrieved file details
Id:      file-d931200a-6b7f-476b-9ae2-8fddd5112308 
Name:    info_provided_validation_tokenized.parquet
Size:    303.4 KB
Type:    parquet
Purpose: fine-tune
Created: 03/16/2026, 03:58 PM

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Retrieve content

To download a previously uploaded file: 
tg files retrieve-content <FILE_ID> \
  --output ./
Here’s a sample output: 
$ tg files retrieve-content file-d931200a-6b7f-476b-9ae2-8fddd5112308 --output ./
File saved to ./example.jsonl
You must pass either --output <DIRECTORY> to write the contents to disk under the file’s original filename, or --stdout to stream the contents to standard output.

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Delete

To delete a previously uploaded file: 
tg files delete [FILE_ID]
Here’s a sample output: 
$ tg files delete file-d931200a-6b7f-476b-9ae2-8fddd5112308
√ File deleted