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Nous Hermes 2 Mixtral 8x7B DPO GGUF by second-state

 »  All LLMs  »  second-state  »  Nous Hermes 2 Mixtral 8x7B DPO GGUF   URL Share it on

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  Autotrain compatible Base model:nousresearch/nous-h...   Chatml   Distillation   Dpo   En   Finetuned   Gguf   Gpt4   Instruct   License:apache-2.0   Mixtral   Moe   Q2   Quantized   Region:us   Rlhf   Synthetic data

Nous Hermes 2 Mixtral 8x7B DPO GGUF Benchmarks

LMSys ELO: 953  vs  1158  (GPT-4) -17.7%
HF Avg Score: 64.1  vs  86.1  (GPT-4) -25.6%
ARC: 62.8-34.8%
HellaSwag: 73.3-23.1%
MMLU: 63.6-26.5%
TruthfulQA: 52.3-11.4%
WinoGrande: 81-7.4%
GSM8K: 50.9-44.7%
nn.n% — How the model compares to the GPT-4.

Rank the Nous Hermes 2 Mixtral 8x7B DPO GGUF 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  
Nous Hermes 2 Mixtral 8x7B DPO GGUF (second-state/Nous-Hermes-2-Mixtral-8x7B-DPO-GGUF)

Best Alternatives to Nous Hermes 2 Mixtral 8x7B DPO GGUF

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
WizardLM2 2bit65.364K / 4.8 GB1800
...8x22b Instruct Oh EXL2 2.25bpw65.364K / 40.1 GB41
...2 Mixtral 8x22b 6.0bpw H8 EXL265.364K / 105.8 GB11
...2 Mixtral 8x22b 8.0bpw H8 EXL265.364K / 125.1 GB62
...ixtral 8x7B Instruct V0.1 GGUF63.732K / 17.3 GB4995
...es Mixtral 8x7B 2.4bpw H6 EXL263.732K / 14.3 GB12
...es Mixtral 8x7B 3.0bpw H6 EXL263.732K / 17.8 GB11
Notux 8x7b V1.3.5bpw EXL263.732K / 20.7 GB12
Notux 8x7b V1.3.5bpw H6 EXL263.732K / 20.7 GB11
...es Mixtral 8x7B 6.0bpw H6 EXL263.732K / 35.3 GB11
Note: green Score (e.g. "73.2") means that the model is better than second-state/Nous-Hermes-2-Mixtral-8x7B-DPO-GGUF.

Nous Hermes 2 Mixtral 8x7B DPO GGUF Parameters and Internals

LLM NameNous Hermes 2 Mixtral 8x7B DPO GGUF
RepositoryOpen on 🤗 
Model NameNous Hermes 2 Mixtral 8X7B DPO
Model CreatorNousResearch
Base Model(s)  Nous Hermes 2 Mixtral 8x7B DPO   NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO
Required VRAM17.3 GB
Updated2024-07-01
Maintainersecond-state
Model Typemixtral
Model Files  17.3 GB   24.2 GB   22.5 GB   20.4 GB   26.4 GB   28.4 GB   26.7 GB   32.2 GB   33.2 GB   32.2 GB   38.4 GB   49.6 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Vocabulary Size32002
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801
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