Garrulus By udkai: Benchmarks, Features and Detailed Analysis. Insights on Garrulus.

7b Autotrain compatible Base model:finetune:mlabonne/n... Base model:mlabonne/neuralmarc... Dataset:hromi/winograd dpo bas... Doi:10.57967/hf/1590 Dpo Endpoints compatible Mistral Mlabonne/neuralmarcoro14-7b Region:us Safetensors Sharded Tensorflow Winograd

Garrulus Benchmarks

ARC: 73.29 vs 96.7 (so35)^-24.2%

HellaSwag: 88.87 vs 95.3 (gpt4)^-6.7%

MMLU: 64.57 vs 88.3 (so35)^-26.9%

TruthfulQA: 68.23 vs 59 (gpt4)^15.6%

WinoGrande: 91.48 vs 87.5 (gpt4)^4.5%

GSM8K: 64.52 vs 96.4 (so35)^-33.1%

LLME Score: 0.19244

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Garrulus Parameters and Internals

LLM Name	Garrulus
Repository 🤗	https://huggingface.co/udkai/Garrulus
Base Model(s)	NeuralMarcoro14 7B mlabonne/NeuralMarcoro14-7B
Model Size	7b
Required VRAM	14.4 GB
Updated	2024-09-16
Maintainer	udkai
Model Type	mistral
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.37.0.dev0
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Quantized Models of the Garrulus

Model	Likes	Downloads	VRAM
Garrulus GGUF	8	139	2 GB
Garrulus GPTQ	3	7	4 GB
Garrulus AWQ	2	7	4 GB

Best Alternatives to Garrulus

Best Alternatives	Context / RAM	Downloads	Likes
...Nemo Instruct 2407 Abliterated	1000K / 24.5 GB	179	5
MegaBeam Mistral 7B 512K	512K / 14.4 GB	212	39
...daz Web AI ChatML 512K Project	512K / 14.5 GB	21	0
MegaBeam Mistral 7B 300K	282K / 14.4 GB	218	15
Hebrew Mistral 7B 200K	256K / 30 GB	2707	15
Astral 256K 7B V2	250K / 14.4 GB	5	0
Astral 256K 7B	250K / 14.4 GB	5	0
Test001	128K / 14.5 GB	5	0
Test002	128K / 29 GB	16	0
Buddhi 128K Chat 7B	128K / 14.4 GB	150	15

Note: green Score (e.g. "73.2") means that the model is better than udkai/Garrulus.

Rank the Garrulus Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

What open-source LLMs or SLMs are you in search of? 35941 in total.

Email us: info@extractum.io. Our Privacy Policy | Terms and Conditions | Suggest an improvement.

Our Social Media →

Original data from HuggingFace, OpenCompass and various public git repos.

Release v2024072803

Support LLM Explorer