Together

Latest version: v1.4.6

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0.2.10

What's Changed
* Fixed 500 and 401 errors reporting missing API Key by clam004 in https://github.com/togethercomputer/together/pull/66


**Full Changelog**: https://github.com/togethercomputer/together/compare/v0.2.9...v0.2.10

0.2.9

What's Changed
* Make together embeddings.create() into OpenAI compatible format and allow providing a safety_model to Complete.create() by clam004 in https://github.com/togethercomputer/together/pull/63


**Full Changelog**: https://github.com/togethercomputer/together/compare/v0.2.8...v0.2.9

0.2.8

What's Changed
* update docs with model_output_name and wandb_url by clam004 in https://github.com/togethercomputer/together/pull/58
* Embeddings api by clam004 in https://github.com/togethercomputer/together/pull/59
* Add Openai compatible Completion class by orangetin in https://github.com/togethercomputer/together/pull/60
* Fix workflow and bump to version 0.2.8 by orangetin in https://github.com/togethercomputer/together/pull/61


**Full Changelog**: https://github.com/togethercomputer/together/compare/v0.2.6...v0.2.8

0.2.6

What's Changed
* Data feedback rdme by clam004 in https://github.com/togethercomputer/together/pull/21
* Fix typo in error message of error code 429 in Complete.py by rchalamala in https://github.com/togethercomputer/together/pull/22
* Price estimate for FT jobs by adamsch1 in https://github.com/togethercomputer/together/pull/23
* add support for 70b by adamsch1 in https://github.com/togethercomputer/together/pull/24
* Enable WandB option in the CLI by justusc in https://github.com/togethercomputer/together/pull/25
* Remove 70B models (not yet supported) by justusc in https://github.com/togethercomputer/together/pull/26
* version update by clam004 in https://github.com/togethercomputer/together/pull/27
* Add 70B models support for fine tuning job submission by justusc in https://github.com/togethercomputer/together/pull/28
* Add negative prompt as a param for image models by orangetin in https://github.com/togethercomputer/together/pull/31
* Add a minimum for finetune create batch size by justusc in https://github.com/togethercomputer/together/pull/32
* version by clam004 in https://github.com/togethercomputer/together/pull/33
* together models ready model_name, but using the API instead by clam004 in https://github.com/togethercomputer/together/pull/34
* Timestamp formats by clam004 in https://github.com/togethercomputer/together/pull/36
* Fix circular imports by orangetin in https://github.com/togethercomputer/together/pull/38
* Version bump to 0.2.4 by orangetin in https://github.com/togethercomputer/together/pull/39
* Clean up fixed constants available with api call and add new functions by orangetin in https://github.com/togethercomputer/together/pull/40
* Confirm Finetune Job by clam004 in https://github.com/togethercomputer/together/pull/41
* updates finetune input resets to the October 70b update by clam004 in https://github.com/togethercomputer/together/pull/42
* Deduplicate Utils by clam004 in https://github.com/togethercomputer/together/pull/43
* Do not show the stack trace when user as no API key by clam004 in https://github.com/togethercomputer/together/pull/46
* Add max batch size check by azahed98 in https://github.com/togethercomputer/together/pull/47
* Replace ValueError for max batchsize with ajusted_inputs=True by azahed98 in https://github.com/togethercomputer/together/pull/48
* typing errors with python <3.9 by clam004 in https://github.com/togethercomputer/together/pull/49
* Tabulate outputs for JSON outputs by orangetin in https://github.com/togethercomputer/together/pull/50
* Initial tests for files and fine-tuning by orangetin in https://github.com/togethercomputer/together/pull/51
* Enable retries for file uploads and finetune downloads by orangetin in https://github.com/togethercomputer/together/pull/52
* Handle errors gracefully by orangetin in https://github.com/togethercomputer/together/pull/53
* Pypi push on github release creation by orangetin in https://github.com/togethercomputer/together/pull/54
* Fix poetry install by orangetin in https://github.com/togethercomputer/together/pull/55
* Fix poetry build by orangetin in https://github.com/togethercomputer/together/pull/56

New Contributors
* rchalamala made their first contribution in https://github.com/togethercomputer/together/pull/22
* adamsch1 made their first contribution in https://github.com/togethercomputer/together/pull/23
* azahed98 made their first contribution in https://github.com/togethercomputer/together/pull/47

**Full Changelog**: https://github.com/togethercomputer/together/compare/v0.1.5...v0.2.6

0.1.5

[v0.1.5](https://github.com/togethercomputer/together/releases/tag/v0.1.5) - 2023-08-18

**Full Changelog**: https://github.com/togethercomputer/together/compare/v0.0.9...v0.1.5

Changes

- new finetuning support for togethercomputer/Llama-2-7B-32K-Instruct

0.1.4

[v0.1.4](https://github.com/togethercomputer/together/releases/tag/v0.1.4) - 2023-08-18

**Full Changelog**: https://github.com/togethercomputer/together/compare/v0.0.9...v0.1.4

Changes

- Step by step guidance and examples added to documentation for the completion, files, and finetune sections, including example jsonl dataset that can be downloaded locally for inspection, automated checking and uploading
- optional but very useful together.Files.check function to check the correctness of jsonl files. Gives useful feeback on which first line that is formatted incorrectly, will give the specific reason for being the line being incorrect and how to fix it with a helpful link
- model specific token option to check if model specific tokens are used in dataset
- together.Finetune.create will give useful feedback if user tries to upload anything other than a valid file-id for a file they already have uploaded successfully

Here is an example file check output:

{ 'file_present': 'File found',
'file_size': 'File size 0.2 GB',
'is_check_passed': False,
'key_value': 'Unexpected, value type for "text" key on line 6 of the input '
'file.The value type of the "text" key must be a '
'string.Expected format: {"text":"my sample string"}See '
'https://docs.together.ai/docs/fine-tuning for more '
'information.{"text": {"text":"<human>: Salutations!\\n<bot>: '
'Salutations to you as well! How can I help you today?"}}\n',
'min_samples': 'Processing /Users/carsonlam/Projects/data/bad.jsonl '
'resulted in only 10 samples. Our minimum is 100 samples. ',
'model_special_tokens': 'we are not yet checking end of sentence tokens '
'for this model',
'num_samples_w_eos_token': 0,
'text_field': 'No "text" field was found on line 7 of the the input '
'file.Expected format: {"text":"my sample string"}.see '
'https://docs.together.ai/docs/fine-tuning for more '
'information.{"ext": "<human>: Hiya!\\n<bot>: Hiya! How may '
'I assist you?"}\n'}

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