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OpenHermes 2 Mistral 7B by teknium

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Chatml   Conversational   Distillation   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Mistral   Pytorch   Region:us   Sharded   Synthetic data
Model Card on HF 🤗: https://huggingface.co/teknium/OpenHermes-2-Mistral-7B 

OpenHermes 2 Mistral 7B Benchmarks

MMLU Pro: 21.46
GPQA: 4.47
MUSR: 16.06
BBH: 29.25
IFEval: 52.86 vs 88 (so35)-39.9%
MATH Lvl 5: 4.53
LLME Score: 0.21437
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenHermes 2 Mistral 7B (teknium/OpenHermes-2-Mistral-7B)
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OpenHermes 2 Mistral 7B Parameters and Internals

Model Type 
instruct, finetune, chatml, gpt4, synthetic data, distillation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
The model is integrated with ChatML for improved dialogue handling and multi-turn interactions.
Supported Languages 
en (High proficiency)
Training Details 
Data Sources:
GPT-4 generated data, open datasets across the AI landscape
Data Volume:
900,000 entries
Methodology:
Mixed on ShareGPT and transformed by axolotl to use ChatML
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
Chat response
LLM NameOpenHermes 2 Mistral 7B
Repository 🤗https://huggingface.co/teknium/OpenHermes-2-Mistral-7B 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2025-08-20
Maintainerteknium
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16

Quantized Models of the OpenHermes 2 Mistral 7B

Model
Likes
Downloads
VRAM
OpenHermes 2 Mistral 7B GGUF7716843 GB
OpenHermes 2 Mistral 7B GPTQ154 GB
OpenHermes 2 Mistral 7B AWQ182814 GB
OpenHermes 2 Mistral 7B GPTQ251354 GB

Best Alternatives to OpenHermes 2 Mistral 7B

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB18718
MegaBeam Mistral 7B 512K512K / 14.4 GB837950
SpydazWeb AI HumanAI RP512K / 14.4 GB941
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB739216
Hebrew Mistral 7B 200K256K / 30 GB116415
Astral 256K 7B V2250K / 14.4 GB50
Astral 256K 7B250K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than teknium/OpenHermes-2-Mistral-7B.

Rank the OpenHermes 2 Mistral 7B 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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Release v20241124
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