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Nous Hermes 2 Yi 34B by NousResearch

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  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: 0.2614
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Nous Hermes 2 Yi 34B Parameters and Internals

Model Type 
instruct, finetune, chatml, gpt4, synthetic data, distillation
Additional Notes 
Supports ChatML, enabling a more structured multi-turn chat dialogue. LM Studio recommended for quantized versions.
Supported Languages 
en (English with possible proficiency levels across various tasks)
Training Details 
Data Sources:
GPT-4 generated data, open datasets across the AI landscape
Data Volume:
1,000,000 entries
Input Output 
Input Format:
ChatML
LLM NameNous Hermes 2 Yi 34B
Repository 🤗https://huggingface.co/NousResearch/Nous-Hermes-2-Yi-34B 
Base Model(s)  Yi 34B   01-ai/Yi-34B
Model Size34b
Required VRAM69.2 GB
Updated2024-11-21
MaintainerNousResearch
Model Typellama
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 Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
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 GGUF41182614 GB
Nous Hermes 2 Yi 34B Marlin51119 GB
Nous Hermes 2 Yi 34B GPTQ622918 GB
Nous Hermes 2 Yi 34B AWQ86119 GB

Best Alternatives to Nous Hermes 2 Yi 34B

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Context / RAM
Downloads
Likes
Bagel 34B V0.2195K / 68.7 GB1553139
34B Beta195K / 69.2 GB373062
Yi 34B 200K195K / 68.9 GB4698316
Bagel Hermes 34B Slerp195K / 68.9 GB39771
Smaug 34B V0.1195K / 69.2 GB320160
Yi 34B 200K AEZAKMI V2195K / 69.2 GB125412
Mergekit Slerp Anaazls195K / 69.2 GB370
Smaug 34B V0.1 ExPO195K / 69.2 GB28440
Faro Yi 34B195K / 69.2 GB36376
Bagel DPO 34B V0.5195K / 68.7 GB287317
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241110
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