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Nous Hermes 2 Mistral 7B DPO by NousResearch

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Mistral   Region:us   Rlhf   Safetensors   Sharded   Synthetic data   Tensorflow

Nous Hermes 2 Mistral 7B DPO Benchmarks

MMLU Pro: 22.39
GPQA: 5.7
MUSR: 8.33
BBH: 27.79
IFEval: 57.63 vs 88 (so35)-34.5%
ARC: 66.04 vs 96.7 (so35)-31.7%
HellaSwag: 84.95 vs 95.3 (gpt4)-10.9%
MMLU: 63.36 vs 88.3 (so35)-28.2%
TruthfulQA: 55.75 vs 59 (gpt4)-5.5%
WinoGrande: 78.06 vs 87.5 (gpt4)-10.8%
GSM8K: 60.42 vs 96.4 (so35)-37.3%
MATH Lvl 5: 4.23
LLME Score: 0.3505
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 Mistral 7B DPO Parameters and Internals

LLM NameNous Hermes 2 Mistral 7B DPO
Repository 🤗https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-09-07
MaintainerNousResearch
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16
Nous Hermes 2 Mistral 7B DPO (NousResearch/Nous-Hermes-2-Mistral-7B-DPO)

Quantized Models of the Nous Hermes 2 Mistral 7B DPO

Model
Likes
Downloads
VRAM
...e Nous Hermes 2 Mistral 7B DPO023614 GB
...s 2 Mistral 7B DPO SFT GGUF Q80137 GB
...us Hermes 2 Mistral 7B DPO AWQ164 GB

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Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Nous-Hermes-2-Mistral-7B-DPO.

Rank the Nous Hermes 2 Mistral 7B DPO Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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