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Airoboros C34b 2.2.1 AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Airoboros C34b 2.2.1 AWQ   URL Share it on

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  4-bit   Autotrain compatible   Awq Base model:jondurbin/airoboros... Base model:quantized:jondurbin... Dataset:jondurbin/airoboros-2....   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TheBloke/airoboros-c34b-2.2.1-AWQ 

Airoboros C34b 2.2.1 AWQ Benchmarks

LLME Score: 0.12934
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros C34b 2.2.1 AWQ (TheBloke/airoboros-c34b-2.2.1-AWQ)

Airoboros C34b 2.2.1 AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
General purpose with a focus on instruction following
Primary Use Cases:
Instruction following, long contextual responses
Limitations:
Not suitable for commercial use due to licensing
Considerations:
Use stopping criteria during inference to prevent unwanted completions
Additional Notes 
This model utilizes a diverse set of prompts and includes instructions for coding, summarization, etc. Techniques for getting longer responses and chain-of-thought reasoning have been incorporated.
Training Details 
Data Sources:
airoboros
Methodology:
Instruction following, using synthetic data and diverse prompt styles.
Input Output 
Input Format:
A chat. USER: {prompt} ASSISTANT:
Accepted Modalities:
text
Output Format:
Text-based responses following a chat format
Performance Tips:
Add explicit stopping criteria to improve response predictability.
LLM NameAiroboros C34b 2.2.1 AWQ
Repository 🤗https://huggingface.co/TheBloke/airoboros-c34b-2.2.1-AWQ 
Model NameAiroboros C34B 2.2.1
Model CreatorJon Durbin
Base Model(s)  jondurbin/airoboros-c34b-2.2.1   jondurbin/airoboros-c34b-2.2.1
Model Size5b
Required VRAM18.3 GB
Updated2025-03-13
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 Version4.33.2
Tokenizer ClassCodeLlamaTokenizer
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-c34b-2.2.1-AWQ.

Rank the Airoboros C34b 2.2.1 AWQ 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 v20241227
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