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OpenHermes 2.5 Mistral 7B Sharded by imiraoui

 »  All LLMs  »  imiraoui  »  OpenHermes 2.5 Mistral 7B Sharded   URL Share it on

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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   Region:us   Safetensors   Sharded   Synthetic data   Tensorflow
Model Card on HF 🤗: https://huggingface.co/imiraoui/OpenHermes-2.5-Mistral-7B-sharded 

OpenHermes 2.5 Mistral 7B Sharded Benchmarks

LLME Score: 0.11856
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenHermes 2.5 Mistral 7B Sharded (imiraoui/OpenHermes-2.5-Mistral-7B-sharded)
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OpenHermes 2.5 Mistral 7B Sharded Parameters and Internals

Model Type 
instruct, finetune
Use Cases 
Areas:
Research, Commercial Applications
Additional Notes 
The model is named after Hermes, the Messenger of the Gods, signifying its communication prowess.
Supported Languages 
en (English)
Training Details 
Data Sources:
GPT-4 generated data, open datasets across the AI landscape
Data Volume:
1,000,000 entries
Methodology:
Fine-tuning with quantization
Hardware Used:
GlaiveAI compute, a16z
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
ChatML-formatted responses
Performance Tips:
Load with quantization for optimal performance on smaller hardware
LLM NameOpenHermes 2.5 Mistral 7B Sharded
Repository 🤗https://huggingface.co/imiraoui/OpenHermes-2.5-Mistral-7B-sharded 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM29.1 GB
Updated2025-08-23
Maintainerimiraoui
Model Typemistral
Model Files  3.8 GB: 1-of-8   3.9 GB: 2-of-8   4.0 GB: 3-of-8   3.9 GB: 4-of-8   4.0 GB: 5-of-8   3.9 GB: 6-of-8   4.0 GB: 7-of-8   1.6 GB: 8-of-8
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
Vocabulary Size32002
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than imiraoui/OpenHermes-2.5-Mistral-7B-sharded.

Rank the OpenHermes 2.5 Mistral 7B Sharded 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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Release v20241124
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