HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

Monarch-7B

mlabonne/Monarch-7B

kind
merge
quant
merge
family
misc
modality
text-generation
root model
mlabonne/OmniTruthyBeagle-7B-v0
provider
mlabonne
license
cc-by-nc-4.0
language
—
context
—
library
—
vRAM (GB)
—
size on disk
—
downloads
122
likes
11
created
—
last modified
2024-03-04T15:18:10+00:00 (2024)
huggingface
https://huggingface.co/mlabonne/Monarch-7B
tags
transformerssafetensorsmistraltext-generationmergemergekitlazymergekitbase_model:mlabonne/NeuBeagle-7Bbase_model:merge:mlabonne/NeuBeagle-7Bbase_model:mlabonne/NeuralOmniBeagle-7Bbase_model:merge:mlabonne/NeuralOmniBeagle-7Bbase_model:mlabonne/OmniTruthyBeagle-7B-v0base_model:merge:mlabonne/OmniTruthyBeagle-7B-v0license:cc-by-nc-4.0model-indextext-generation-inferenceendpoints_compatibleregion:us

Benchmark scores (8)

benchmarkcategoryscorecontextconfevidence
HellaSwagknowledge89.03HellaSwag (10-Shot)medium| HellaSwag (10-Shot) | 89.03 |
WinoGrandeknowledge84.61Winogrande (5-shot)medium| Winogrande (5-shot) | 84.61 |
TruthfulQAsafety78.04low| [**Monarch-7B**](https://huggingface.co/mlabonne/Monarch-7B) [📄](https://gist.github.com/mlabonne/0b8d057c5ece41e0290580a108c7a093) | **62.68** | **45.48** | **77.07** | **78.04*
TruthfulQAsafety77.35TruthfulQA (0-shot)medium| TruthfulQA (0-shot) | 77.35 |
GSM8Kmath69.07GSM8k (5-shot)medium| GSM8k (5-shot) | 69.07 |
MMLUknowledge64.41MMLU (5-Shot)medium| MMLU (5-Shot) | 64.41 |
BigBenchreasoning50.14low| [**Monarch-7B**](https://huggingface.co/mlabonne/Monarch-7B) [📄](https://gist.github.com/mlabonne/0b8d057c5ece41e0290580a108c7a093) | **62.68** | **45.48** | **77.07** | **78.04*
AGIEvalreasoning45.48low| [**Monarch-7B**](https://huggingface.co/mlabonne/Monarch-7B) [📄](https://gist.github.com/mlabonne/0b8d057c5ece41e0290580a108c7a093) | **62.68** | **45.48** | **77.07** | **78.04*

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Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.