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Airoboros 65B Gpt4 1.4.1 PI 8192 4bit 32g Actorder by ycros

 »  All LLMs  »  ycros  »  Airoboros 65B Gpt4 1.4.1 PI 8192 4bit 32g Actorder   URL Share it on

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  4bit   Autotrain compatible Dataset:jondurbin/airoboros-gp...   Endpoints compatible   Llama   Pytorch   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/ycros/airoboros-65b-gpt4-1.4.1-PI-8192-4bit-32g-actorder 

Airoboros 65B Gpt4 1.4.1 PI 8192 4bit 32g Actorder Benchmarks

LLME Score: 0.09614
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 1.4.1 PI 8192 4bit 32g Actorder (ycros/airoboros-65b-gpt4-1.4.1-PI-8192-4bit-32g-actorder)
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Airoboros 65B Gpt4 1.4.1 PI 8192 4bit 32g Actorder Parameters and Internals

Model Type 
Text Generation
Use Cases 
Areas:
Research
Applications:
Coding assistance, Chatbot creation
Primary Use Cases:
Context obedient QA, Multi-character conversations, Coding applications
Limitations:
Not suitable for commercial use due to licensing restrictions
Additional Notes 
Specially designed to reduce hallucinations by using context-specific prompts.
Training Details 
Data Sources:
jondurbin/airoboros-gpt4-1.4.1
Methodology:
Synthetic training data created via GPT-4. Fine-tuned with a fork of qlora.
Context Length:
8192
Model Architecture:
RoPE Scaled QLoRA 4bit 32g actorder, fp16
Input Output 
Input Format:
A conversational prompt format with specific delimiters for context and instructions.
Accepted Modalities:
Text
Output Format:
Textual responses based on input prompts.
Performance Tips:
Add 'Don't make up answers if you don't know.' for closed-context prompts to reduce hallucinations.
LLM NameAiroboros 65B Gpt4 1.4.1 PI 8192 4bit 32g Actorder
Repository 🤗https://huggingface.co/ycros/airoboros-65b-gpt4-1.4.1-PI-8192-4bit-32g-actorder 
Model Size65b
Required VRAM38.5 GB
Updated2025-09-13
Maintainerycros
Model Typellama
Model Files  38.5 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.31.0.dev0
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 ycros/airoboros-65b-gpt4-1.4.1-PI-8192-4bit-32g-actorder.

Rank the Airoboros 65B Gpt4 1.4.1 PI 8192 4bit 32g Actorder 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  
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Release v20241124
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