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ExllamaV2 version of the model created by Steelskull!

Original Model https://huggingface.co/Steelskull/Umbra-v3-MoE-4x11b

calibration dataset here.

Requires ExllamaV2, which is being developed by turboderp https://github.com/turboderp/exllamav2 under an MIT license.

Test using 4096 measurement length and rp dataset. Perplexity came out to an 8 vs the Wiki which was at a 6. Haven't tested enough to tell if there is much difference in practice between the two.

Branch is 8b8h using wikitext at 4096 length


Umbra-v3-MoE-4x11b Data Card

Umbra-v3-MoE-4x11b

Creator: SteelSkull

About Umbra-v3-MoE-4x11b: A Mixture of Experts model designed for general assistance with a special knack for storytelling and RP/ERP

Integrates models from notable sources for enhanced performance in diverse tasks.

Source Models:

Update-Log:

The [Umbra Series] keeps rolling out from the [Lumosia Series] garage, aiming to be your digital Alfred with a side of Shakespeare for those RP/ERP nights.

What's Fresh in v3?

Didn’t reinvent the wheel, just slapped on some fancier rims. Upgraded the models and tweaked the prompts a bit. Now, Umbra's not just a general use LLM; it's also focused on spinning stories and "Stories".

Negative Prompt Minimalism

Got the prompts to do a bit of a diet and gym routine—more beef on the positives, trimming down the negatives as usual with a dash of my midnight musings.

Still Guessing, Aren’t We?

Just so we're clear, "v3" is not the messiah of updates. It’s another experiment in the saga.

Dive into Umbra v3 and toss your two cents my way. Your feedback is the caffeine in my code marathon.

# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Steelskull__Umbra-v3-MoE-4x11b)
Metric Value
Avg. 73.09
AI2 Reasoning Challenge (25-Shot) 68.43
HellaSwag (10-Shot) 87.83
MMLU (5-Shot) 65.99
TruthfulQA (0-shot) 69.30
Winogrande (5-shot) 83.90
GSM8k (5-shot) 63.08
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