Nous Hermes 2 Yi 34B By NousResearch: Benchmarks, Features and Detailed Analysis. Insights on Nous Hermes 2 Yi 34B.

Autotrain compatible Base model:01-ai/yi-34b Base model:finetune:01-ai/yi-3... Chatml Conversational Dataset:teknium/openhermes-2.5 Distillation En Endpoints compatible Finetuned Gpt4 Instruct Llama Region:us Safetensors Sharded Synthetic data Tensorflow Yi

Nous Hermes 2 Yi 34B Benchmarks

ARC: 66.89 vs 96.7 (so35)^-30.8%

HellaSwag: 85.49 vs 95.3 (gpt4)^-10.3%

MMLU: 76.7 vs 88.3 (so35)^-13.1%

TruthfulQA: 60.37 vs 59 (gpt4)^2.3%

WinoGrande: 82.95 vs 87.5 (gpt4)^-5.2%

GSM8K: 70.05 vs 96.4 (so35)^-27.3%

LLME Score: 0.22862

^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)

Nous Hermes 2 Yi 34B Parameters and Internals

LLM Name	Nous Hermes 2 Yi 34B
Repository 🤗	https://huggingface.co/NousResearch/Nous-Hermes-2-Yi-34B
Base Model(s)	Yi 34B 01-ai/Yi-34B
Model Size	34b
Required VRAM	69.2 GB
Updated	2024-11-08
Maintainer	NousResearch
Model Type	llama
Model Files	4.8 GB: 1-of-15 4.8 GB: 2-of-15 5.0 GB: 3-of-15 4.8 GB: 4-of-15 4.8 GB: 5-of-15 5.0 GB: 6-of-15 4.8 GB: 7-of-15 4.8 GB: 8-of-15 5.0 GB: 9-of-15 4.8 GB: 10-of-15 4.8 GB: 11-of-15 5.0 GB: 12-of-15 4.8 GB: 13-of-15 4.8 GB: 14-of-15 1.2 GB: 15-of-15
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.37.0.dev0
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	64000
Torch Data Type	bfloat16

Nous Hermes 2 Yi 34B (NousResearch/Nous-Hermes-2-Yi-34B)

Quantized Models of the Nous Hermes 2 Yi 34B

Model	Likes	Downloads	VRAM
Nous Hermes 2 Yi 34B GGUF	41	2102	14 GB
Nous Hermes 2 Yi 34B Marlin	5	8	19 GB
Nous Hermes 2 Yi 34B GPTQ	6	220	18 GB
Nous Hermes 2 Yi 34B AWQ	7	43	19 GB

Best Alternatives to Nous Hermes 2 Yi 34B

Best Alternatives	Context / RAM	Downloads	Likes
34B Beta	195K / 69.2 GB	3614	62
Yi 34B 200K	195K / 68.9 GB	5291	316
Bagel 34B V0.2	195K / 68.7 GB	8535	39
Bagel Hermes 34B Slerp	195K / 68.9 GB	3936	1
Smaug 34B V0.1	195K / 69.2 GB	3210	60
Yi 34B 200K AEZAKMI V2	195K / 69.2 GB	1183	12
Smaug 34B V0.1 ExPO	195K / 69.2 GB	2818	0
Mergekit Slerp Anaazls	195K / 69.2 GB	36	0
Faro Yi 34B	195K / 69.2 GB	3581	6
Bagel DPO 34B V0.5	195K / 68.7 GB	2844	17

Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Nous-Hermes-2-Yi-34B.

Rank the Nous Hermes 2 Yi 34B 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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