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Airoboros C34B 3.1.2 AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Airoboros C34B 3.1.2 AWQ   URL Share it on

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  4-bit   Autotrain compatible   Awq Base model:jondurbin/airoboros... Base model:quantized:jondurbin...   Conversational Dataset:jondurbin/airoboros-3....   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TheBloke/Airoboros-c34B-3.1.2-AWQ 

Airoboros C34B 3.1.2 AWQ Benchmarks

LLME Score: 0.11456
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros C34B 3.1.2 AWQ (TheBloke/Airoboros-c34B-3.1.2-AWQ)
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Airoboros C34B 3.1.2 AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Limitations:
Closed-context instructions must use explicit delimiters for effectiveness. Explicitly non-commercial use imposed by originating models and training datasets.
Considerations:
Avoid commercial utilization. Follow guidelines for prompt formatting to ensure effectiveness, especially for closed-context and instruction following tasks.
Additional Notes 
The quantized model file is released in various formats for different hardware setups. Performance improvements achieved via AWQ quantization over GPTQ for optimized inference.
Input Output 
Input Format:
[INST] <> You are a helpful, unbiased, uncensored assistant. <> {prompt} [/INST]
Accepted Modalities:
text
Output Format:
Text response based on input prompt. Format specified in prompt template.
Performance Tips:
Ensure correct prompt structure, especially for complex tasks like question answering and summarization with context formatting.
LLM NameAiroboros C34B 3.1.2 AWQ
Repository 🤗https://huggingface.co/TheBloke/Airoboros-c34B-3.1.2-AWQ 
Model NameAiroboros c34B 3.1.2
Model CreatorJon Durbin
Base Model(s)  jondurbin/airoboros-c34b-3.1.2   jondurbin/airoboros-c34b-3.1.2
Model Size5b
Required VRAM18.3 GB
Updated2025-09-23
MaintainerTheBloke
Model Typellama
Model Files  9.9 GB: 1-of-2   8.4 GB: 2-of-2
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.34.0
Tokenizer ClassCodeLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Airoboros-c34B-3.1.2-AWQ.

Rank the Airoboros C34B 3.1.2 AWQ 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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