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

7b Autotrain compatible Base model:finetune:mlabonne/n... Base model:mlabonne/neuralmarc... Dataset:hromi/winograd dpo bas... Doi:10.57967/hf/1611 Dpo Endpoints compatible Mistral Mlabonne/neuralmarcoro14-7b Mmlu abstract algebra Region:us Safetensors Sharded Tensorflow Winograd

Turdus Benchmarks

ARC: 73.38 vs 96.7 (so35)^-24.1%

HellaSwag: 88.56 vs 95.3 (gpt4)^-7.1%

MMLU: 64.52 vs 88.3 (so35)^-26.9%

TruthfulQA: 67.11 vs 59 (gpt4)^13.7%

WinoGrande: 86.66 vs 87.5 (gpt4)^-1%

GSM8K: 67.7 vs 96.4 (so35)^-29.8%

LLME Score: 0.18697

^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)

Turdus Parameters and Internals

LLM Name	Turdus
Repository 🤗	https://huggingface.co/udkai/Turdus
Base Model(s)	NeuralMarcoro14 7B mlabonne/NeuralMarcoro14-7B
Model Size	7b
Required VRAM	14.4 GB
Updated	2024-10-18
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	cc-by-nc-4.0
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 Turdus

Model	Likes	Downloads	VRAM
Turdus GPTQ	5	12	4 GB

Best Alternatives to Turdus

Best Alternatives	Context / RAM	Downloads	Likes
...Nemo Instruct 2407 Abliterated	1000K / 24.5 GB	2175	6
MegaBeam Mistral 7B 512K	512K / 14.4 GB	2526	41
...daz Web AI ChatML 512K Project	512K / 14.5 GB	12	0
MegaBeam Mistral 7B 300K	282K / 14.4 GB	949	15
Hebrew Mistral 7B 200K	256K / 30 GB	2677	15
Astral 256K 7B V2	250K / 14.4 GB	8	0
Astral 256K 7B	250K / 14.4 GB	8	0
Boptruth Agatha 7B	128K / 14.4 GB	608	0
Buddhi 128K Chat 7B	128K / 14.4 GB	1301	15
Test001	128K / 14.5 GB	5	0

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

Rank the Turdus Capabilities

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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

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

Release v2024072803

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