Open Source
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
Our verdict
We have not reviewed Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
A collaborative benchmark for evaluating language models across diverse tasks. It measures current capabilities and extrapolates future performance based on scaling trends. The framework includes hundreds of tasks contributed by the research community.
Best for
Researchers and engineers studying language model capabilities and scaling behavior
Use cases
- Benchmarking large language models on a broad set of tasks
- Studying scaling laws and predicting model performance improvements
- Identifying model limitations and capability gaps across domains
Notes
3,244 stars on GitHub. Last updated 2024-07-19. Licensed Apache-2.0.
Pros
- Broad coverage with hundreds of diverse tasks beyond standard benchmarks
- Enables extrapolation of capabilities using scaling trends
- Community-driven with transparent results and task metadata
Cons
- Requires significant compute to run full benchmark on large models
- Extrapolation methods are still an active area of research and may not always hold
- Primarily designed for research, not production deployment
Key facts
What we have checked
- GitHub stars
- 3,245
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models is growing
3,244 to 3,245
Alternatives
Alternatives to Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
| Record | Type | How we know | Checked |
|---|---|---|---|
| lm-evaluation-harnessThis is an alternative to it | Open source | Named in the listing | Not dated |
| OpenAI EvalsThis is an alternative to it | Open source | Named in the listing | Not dated |
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Sources
Where this comes from
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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