Yi 1.5 6B Chat By 01-ai: Benchmarks, Features and Detailed Analysis. Insights on Yi 1.5 6B Chat.

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

Yi 1.5 6B Chat Benchmarks

ARC: 60.67^-37%

HellaSwag: 78.87^-17.2%

MMLU: 64.24^-25.7%

TruthfulQA: 52.57^-10.9%

WinoGrande: 73.56^-15.9%

GSM8K: 67.1^-27.1%

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

Yi 1.5 6B Chat Parameters and Internals

LLM Name	Yi 1.5 6B Chat
Repository	Open on 🤗
Model Size	6b
Required VRAM	12.1 GB
Updated	2024-07-27
Maintainer	01-ai
Model Type	llama
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 2.2 GB: 3-of-3
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.40.0
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	64000
Torch Data Type	bfloat16

Quantized Models of the Yi 1.5 6B Chat

Model	Likes	Downloads	VRAM
Yi 1.5 6B Chat GGUF	9	238	2 GB
Yi 1.5 6B Chat GGUF	4	206	2 GB
Yi 1.5 6B Chat GGUF	1	111	2 GB
Yi 1.5 6B Chat IMat GGUF	0	107	1 GB

Best Alternatives to Yi 1.5 6B Chat

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
Yi 6B 200K	0.3	195K / 12.1 GB	6139	173
Wukong Yi 6B 200K	0.2	195K / 12.1 GB	4	1
Yi 6B 200K AEZAKMI V2	0.2	195K / 12.1 GB	925	1
Yi 6B 200K DPO	0.2	195K / 12.1 GB	952	0
Barcenas 6B 200K	0.2	195K / 12.1 GB	941	2
Yi 6B 200K Llamafied	0.2	195K / 12.1 GB	11	11
Yi 6B 200K Llama	0.2	195K / 12.1 GB	7	5
Chatglm2 6B Port Llama	0.2	32K / 12.5 GB	7	4
Miqu 6B Truthy	0.3	31K / 11.3 GB	296	1
Llama 3 6B V0.1	0.3	8K / 12.6 GB	283	12

Rank the Yi 1.5 6B Chat 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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