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Ba2han_-_TinyOpenHermes-1.1B-4k-4bits
RichardErkhov/Ba2han_-_TinyOpenHermes-1.1B-4k-4bits
Ba2han_-_TinyOpenHermes-1.1B-4k-4bits is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
TinyOpenHermes-1.1B-4k - bnb 4bits
- Model creator: https://huggingface.co/Ba2han/
- Original model: https://huggingface.co/Ba2han/TinyOpenHermes-1.1B-4k/
Original model description:
license: cc-by-nc-4.0 datasets:
- teknium/openhermes
| Task | Version | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| hendrycksTest-logical_fallacies | 1 | acc | 0.3067 | ± | 0.0362 |
| acc_norm | 0.3067 | ± | 0.0362 | ||
| hendrycksTest-global_facts | 1 | acc | 0.3 | ± | 0.0461 |
| acc_norm | 0.3 | ± | 0.0461 | ||
| hendrycksTest-abstract_algebra | 1 | acc | 0.2700 | ± | 0.0446 |
| acc_norm | 0.2700 | ± | 0.0446 | ||
| hendrycksTest-college_chemistry | 1 | acc | 0.3100 | ± | 0.0465 |
| acc_norm | 0.3100 | ± | 0.0465 | ||
| hendrycksTest-college_physics | 1 | acc | 0.2157 | ± | 0.0409 |
| acc_norm | 0.2157 | ± | 0.0409 | ||
| hendrycksTest-formal_logic | 1 | acc | 0.2857 | ± | 0.0404 |
| acc_norm | 0.2857 | ± | 0.0404 |
Compared to TinyLlama-1.1B-Chat-v1.0:
Algebra UP 17.4%
Formal Logic UP 24.2%
Logical Fallacies UP 35.4%
Template Format: Alpaca
It took 4 hours to train in 1 epoch with an RTX 3090.
- Type
- llama
- Created
- Oct 30, 2024
- Updated
- Oct 30, 2024