OpenHermes 2.5 Mistral 7B 16K AWQ by TheBloke

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  4-bit   Autotrain compatible   Awq   Chatml   Conversational   Distillation   En   Finetuned   Gpt4   Instruct   Mistral   Quantized   Region:us   Safetensors   Synthetic data

OpenHermes 2.5 Mistral 7B 16K AWQ Benchmarks

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 16K AWQ (TheBloke/OpenHermes-2.5-Mistral-7B-16k-AWQ)
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OpenHermes 2.5 Mistral 7B 16K AWQ Parameters and Internals

Model Type 
mistral
Use Cases 
Areas:
research, chat
Applications:
programming assistance, chat dialogue
Primary Use Cases:
multi-turn chat dialogue
Considerations:
System prompts are important for multi-turn dialogues
Additional Notes 
The model uses ChatML format allowing for structured dialogues with special tokens.
Supported Languages 
en (Advanced)
Training Details 
Data Sources:
GPT-4 generated data, open datasets
Data Volume:
1,000,000 entries
Methodology:
Trained on additional code datasets, using ChatML format
Context Length:
16000
Hardware Used:
Massed Compute
Model Architecture:
Mistral Fine-tune
Input Output 
Input Format:
ChatML with roles and turns
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Use system prompts for multi-turn dialogue
LLM NameOpenHermes 2.5 Mistral 7B 16K AWQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/OpenHermes-2.5-Mistral-7B-16k-AWQ 
Model NameOpenhermes 2.5 Mistral 7B 16K
Model CreatorNurtureAI
Base Model(s)  NurtureAI/OpenHermes-2.5-Mistral-7B-16k   NurtureAI/OpenHermes-2.5-Mistral-7B-16k
Model Size7b
Required VRAM4.2 GB
Updated2025-09-23
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/OpenHermes-2.5-Mistral-7B-16k-AWQ.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124