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Airoboros 65B GPT4 M2.0 GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Airoboros 65B GPT4 M2.0 GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:jondurbin/airoboros... Base model:quantized:jondurbin... Dataset:jondurbin/airoboros-gp...   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Airoboros-65B-GPT4-m2.0-GPTQ 

Airoboros 65B GPT4 M2.0 GPTQ Benchmarks

LLME Score: 0.10468
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros 65B GPT4 M2.0 GPTQ (TheBloke/Airoboros-65B-GPT4-m2.0-GPTQ)
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Airoboros 65B GPT4 M2.0 GPTQ Parameters and Internals

Model Type 
llama, text generation
Use Cases 
Areas:
research, academic use
Limitations:
No commercial use allowed, Uncertain legal stance regarding OpenAI API data use
Additional Notes 
Quanitization conducted with AutoGPTQ for optimized VRAM and performance balance. Exploration of GPTQ parameters offered to adapt to various hardware setups.
Training Details 
Data Sources:
airoboros-gpt4-2.0, airoboros-gpt4-m2.0
Methodology:
Instruction fine-tuning using synthetic instructions generated by airoboros with GPT-4, integrating data from March and June GPT-4 versions. Fine-tuned using QLoRA approach.
Context Length:
2048
Model Architecture:
LLaMA-based
Input Output 
Input Format:
Prompt follows: A chat between a user and an assistant. USER: [prompt] ASSISTANT:
Accepted Modalities:
text
Output Format:
Detailed, comprehensive responses
Performance Tips:
Use proper formatting for closed-context queries to enhance response quality.
LLM NameAiroboros 65B GPT4 M2.0 GPTQ
Repository 🤗https://huggingface.co/TheBloke/Airoboros-65B-GPT4-m2.0-GPTQ 
Model NameAiroboros 65B GPT4 m2.0
Model CreatorJon Durbin
Base Model(s)  jondurbin/airoboros-65b-gpt4-m2.0   jondurbin/airoboros-65b-gpt4-m2.0
Model Size65b
Required VRAM33.5 GB
Updated2025-07-31
MaintainerTheBloke
Model Typellama
Model Files  33.5 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Airoboros-65B-GPT4-m2.0-GPTQ.

Rank the Airoboros 65B GPT4 M2.0 GPTQ 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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