ludwigstumpp / llm-leaderboard Goto Github PK
View Code? Open in Web Editor NEWA joint community effort to create one central leaderboard for LLMs.
Home Page: https://llm-leaderboard.streamlit.app/
License: Apache License 2.0
A joint community effort to create one central leaderboard for LLMs.
Home Page: https://llm-leaderboard.streamlit.app/
License: Apache License 2.0
A source that might be of interest to this project:
https://github.com/FreedomIntelligence/LLMZoo
A column for censored yes/no
A column for model size in GB (0.4 for 400MB)
A column if the AI mentions it's an AI. (Some models, though i can only think of ChatGPT at the moment, have a really annoying habit telling the user they are and AI and that they are sorry for things they as an AI can't do. Which i regard as noise. This may be service-code using the model and not really part of the model.. in that case this column would not be useful)
A column for the license. Some can be used freely some can be used free up to revenue of a certain $ amount, etc.
Except for pass@1 and elo rating, do other benchmarks only use accuracy
for evaluation?
Yeah, I think there are big issues since most evaluation results are using their respective metrics...
For example, https://www.mosaicml.com/blog/mpt-7b use InContextLearningMultipleChoiceAccuracy rather than exact match, which is used in HELM.
I mean code to get actual scores, for example for MMLU tests.
Hi,
great work again.
Are there any possibility to include any of these model's score on the benchmark if its available?
Anthropic's Claude models: https://www.anthropic.com/product
Cohere's LLM: https://docs.cohere.com/docs/introduction-to-large-language-models
a21's Jurassic models: https://docs.ai21.com/docs/jurassic-2-models
Thanks
HF repo
As is seen from https://github.com/mosaicml/llm-foundry/tree/main/scripts/eval
It would be nice if the list was auto-sorted to a weighted average across all rankings on page first load. I would suggest using Trueskill - which can rank players (or models) even if they have not played each other.
Please make the table reader friendly by fixing the header row and fixing the first column (with the benchmark name) so that these stay in place when the table is scrolled. I think the CSS attribute position
with value fixed
or sticky
can be used.
Furthermore please make it possible that the table can be opened alone on a new web page so that it can be printed (and exported to pdf) in a reader friendly way.
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