- Base model: Mixtral 8x22B, 8 experts, 141B total params, 35B activated params
- Fine-tuned with ORPO, a new alignment algorithm with no SFT step (hence much faster than DPO/PPO)
- Trained with 7K open data instances -> high-quality, synthetic, multi-turn
- Apache 2
Everything is open:
- Final Model: https://huggingface.co/HuggingFaceH4/zephyr-orpo-141b-A35b-v...
- Base Model: https://huggingface.co/mistral-community/Mixtral-8x22B-v0.1
- Fine-tune data: https://huggingface.co/datasets/argilla/distilabel-capybara-...
- Recipe/code to train the model: https://huggingface.co/datasets/argilla/distilabel-capybara-...
- Open-source inference engine: https://github.com/huggingface/text-generation-inference
- Open-source UI code https://github.com/huggingface/chat-ui
Have fun!
Good news!
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Apples are better than bananas. Cherries are worse than apples. Are cherries better than bananas?
Based on the information provided, we cannot definitively determine whether cherries are better than bananas. The statements given only provide relative comparisons between apples and bananas, and apples and cherries, but do not directly compare cherries and bananas.
Here's what we know: 1. Apples are better than bananas. 2. Cherries are worse than apples.
However, these statements do not necessarily imply a transitive relation. In other words, just because A is better than B, and C is worse than A, it doesn't always mean that C is worse than B.
For example, if we assign numerical values to represent the quality of each fruit (higher numbers indicate better quality), we could have a scenario like this:
- Apples: 8 - Bananas: 6 - Cherries: 7
In this case, apples (8) are better than bananas (6), and cherries (7) are worse than apples (8), but cherries (7) are still better than bananas (6).
Therefore, more information would be needed to determine the relative quality of cherries compared to bananas.
It's actually hard to find short, simple, "plain english" failure cases like the above.
The "chain of reasoning" that the modern models deploy before the fail is funny too. This is GPT-4:
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To determine the relationship between cherries and bananas based on your statements, let's break it down:
1. Apples are better than bananas.
2. Cherries are worse than apples.
Therefore, based on these comparisons, cherries are not better than bananas.