Yi 9B By 01-ai: Benchmarks, Features and Detailed Analysis. Insights on Yi 9B.

Arxiv:2311.16502 Arxiv:2401.11944 Arxiv:2403.04652 Autotrain compatible Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow

Yi 9B Benchmarks

ARC: 61.18^-36.5%

HellaSwag: 78.82^-17.3%

MMLU: 70.06^-19%

TruthfulQA: 42.45^-28.1%

WinoGrande: 77.51^-11.4%

GSM8K: 48.98^-46.8%

^nn.n% — How the model compares to the GPT-4.

Yi 9B Parameters and Internals

LLM Name	Yi 9B
Repository	Open on 🤗
Model Size	9b
Required VRAM	17.6 GB
Updated	2024-07-26
Maintainer	01-ai
Model Type	llama
Model Files	9.9 GB: 1-of-2 7.7 GB: 2-of-2
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.37.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	64000
Torch Data Type	bfloat16

Quantized Models of the Yi 9B

Model	Likes	Downloads	VRAM
Yi 9B GGUF	14	154	3 GB

Best Alternatives to Yi 9B

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
Yi 9B 200K	0.4	256K / 17.7 GB	6726	74
BigYi 15.75B 200K	0.2	256K / 30.3 GB	247	0
Yi 1.5 9B 32K	0.4	32K / 17.7 GB	6186	18
Faro Yi 9B	0.3	32K / 17.7 GB	9412	15
Faro Yi 9B DPO	0.3	32K / 17.7 GB	3947	30
Openbuddy Yi1.5 9B V21.1 32K	0.3	32K / 17.8 GB	1458	1
Yi 1.5 9B Chat 16K	0.4	16K / 17.7 GB	36779	29
Dolphin 2.9.1 Yi 1.5 9B	0.3	11K / 17.7 GB	3519	23
Yi 1.5 Dolphin 9B	0.3	8K / 17.7 GB	5326	0
Med Yi 1.5 9B	0.3	8K / 17.7 GB	1831	0

Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-9B.

Rank the Yi 9B 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 v2024072501

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