Yi 6B 200K By 01-ai: Benchmarks, Features and Detailed Analysis. Insights on Yi 6B 200K.

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

Yi 6B 200K Benchmarks

ARC: 53.58^-44.4%

HellaSwag: 75.58^-20.7%

MMLU: 64.65^-25.3%

TruthfulQA: 41.74^-29.3%

WinoGrande: 74.27^-15.1%

GSM8K: 30.33^-67%

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

Yi 6B 200K Parameters and Internals

LLM Name	Yi 6B 200K
Repository	Open on 🤗
Model Size	6b
Required VRAM	12.1 GB
Updated	2024-07-26
Maintainer	01-ai
Model Type	llama
Model Files	9.9 GB: 1-of-2 2.2 GB: 2-of-2 9.9 GB: 1-of-2 2.2 GB: 2-of-2
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	200000
Model Max Length	200000
Transformers Version	4.34.0
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	64000
Torch Data Type	bfloat16

Quantized Models of the Yi 6B 200K

Model	Likes	Downloads	VRAM
Yi 6B 200K GGUF	0	116	2 GB
Yi 6B 200K GGUF	28	425	2 GB
Yi 6B 200K GPTQ	3	32	3 GB
Yi 6B 200K AWQ	2	12	3 GB

Best Alternatives to Yi 6B 200K

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
Wukong Yi 6B 200K	0.2	195K / 12.1 GB	4	1
Yi 6B 200K AEZAKMI V2	0.2	195K / 12.1 GB	935	1
Yi 6B 200K DPO	0.2	195K / 12.1 GB	960	0
Barcenas 6B 200K	0.2	195K / 12.1 GB	945	2
Yi 6B 200K Llamafied	0.2	195K / 12.1 GB	10	11
Yi 6B 200K Llama	0.2	195K / 12.1 GB	6	5
Chatglm2 6B Port Llama	0.2	32K / 12.5 GB	6	4
Miqu 6B Truthy	0.3	31K / 11.3 GB	310	1
Llama 3 6B V0.1	0.3	8K / 12.6 GB	302	11
Pruned Llama 3 Oasis 6B	0.2	8K / 13 GB	15	1

Rank the Yi 6B 200K 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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