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Add the BlueBench benchmark #2369

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BlueBench is an open-source benchmark developed by domain experts to represent required needs of Enterprise users.

It is constructed using state-of-the-art benchmarking methodologies to ensure validity, robustness, and efficiency by utilizing unitxt's abilities for dynamic and flexible text processing.

As a dynamic and evolving benchmark, BlueBench currently encompasses diverse domains such as legal, finance, customer support, and news. It also evaluates a range of capabilities, including RAG, pro-social behavior, summarization, and chatbot performance, with additional tasks and domains to be integrated over time.

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CLAassistant commented Oct 1, 2024

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shachardon and others added 26 commits October 1, 2024 09:42
* Update README.md

I encounter some Git buffer size limits when trying to download all commits history of the repository, such as:
```error: RPC failed; curl 18 transfer closed with outstanding read data remaining
error: 5815 bytes of body are still expected
fetch-pack: unexpected disconnect while reading sideband packet
fatal: early EOF```

therefore the installation is faster and there are not errors when I download only the last version of the repository

* Fix linting issue
* feat(neuron): align with latest optimum-neuron

* feat(neuron): support pre-exported neuron models

* fix(neuron): correctly use max_length

* fix(neuron): adapt loglikelihood

The evaluation of log likelihood was not working for neuron models
using continuous batching, such as all cached neuron LLama models.

* refactor(neuron): remove dead code
baberabb and others added 14 commits October 1, 2024 09:47
* Treat python tasks same as yaml tasks.

* Add tests.

* Re-add fixture decorators.

* Fix typing specification error for Python 3.9.
* change glianorex to test set

* nit

* fix test; doc_to_target can be str for multiple_choice

* nit
…erAI#2334)

* add newlines to task descriptions; increment versions

* fix task tests (with groups)

* Apply suggestions from code review

---------

Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>
* Added TurkishMMLU to LM Evaluation Harness

* Fixed COT name

* Fixed COT name

* Updated Readme

* Fixed Test issues

* Completed  Scan for changed tasks

* Updated Readme

* Update README.md

* fixup task naming casing + ensure yaml template stubs aren't registered

---------

Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>
Co-authored-by: haileyschoelkopf <hailey@eleuther.ai>
* better error message; fix greedy matching

* Update lm_eval/models/openai_completions.py

Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* Update lm_eval/models/openai_completions.py

Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* pre-commit

---------

Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>
* fix some bugs of mmlu

* Fix end of file newline issue

---------

Co-authored-by: eyuansu62 <772468951@qq.com>
* Add portuguese_bench

* Add flores_pt group

* Update _flores_common_yaml

* Run linters and update flores and readme
@shachardon
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Hi @haileyschoelkopf @baberabb @lintangsutawika , can you take a look please? thanks!

@@ -126,3 +126,4 @@
| [xnli_eu](xnli_eu/README.md) | Cross-lingual Natural Language Inference tasks in Basque. | Basque |
| [xstorycloze](xstorycloze/README.md) | Cross-lingual narrative understanding tasks to predict story endings in multiple languages. | Russian, Simplified Chinese, Spanish, Arabic, Hindi, Indonesian, Telugu, Swahili, Basque, Burmese |
| [xwinograd](xwinograd/README.md) | Cross-lingual Winograd schema tasks for coreference resolution in multiple languages. | English, French, Japanese, Portuguese, Russian, Chinese |
| [portuguese_bench](portuguese_bench/README.md) | Collection of tasks in European Portuguese encompassing various evaluation areas. | Portuguese |
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Should this be in alphabetical order?
Should "bluebench" be added to the table?

perlitz and others added 6 commits October 23, 2024 20:46
Signed-off-by: Yotam-Perlitz <y.perlitz@ibm.com>
Signed-off-by: Yotam-Perlitz <y.perlitz@ibm.com>
Signed-off-by: Yotam-Perlitz <y.perlitz@ibm.com>
Signed-off-by: Yotam-Perlitz <y.perlitz@ibm.com>
Signed-off-by: Yotam-Perlitz <y.perlitz@ibm.com>
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