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Airoboros L2 13B 2 1 YaRN 64K AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Airoboros L2 13B 2 1 YaRN 64K AWQ   URL Share it on

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  4-bit   Autotrain compatible   Awq Base model:bhenrym14/airoboros... Base model:quantized:bhenrym14...   Custom code Dataset:jondurbin/airoboros-2....   Llama   Quantized   Region:us   Safetensors   Yarn
Model Card on HF 🤗: https://huggingface.co/TheBloke/Airoboros-L2-13B-2_1-YaRN-64K-AWQ 

Airoboros L2 13B 2 1 YaRN 64K AWQ Benchmarks

LLME Score: 0.13912
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros L2 13B 2 1 YaRN 64K AWQ (TheBloke/Airoboros-L2-13B-2_1-YaRN-64K-AWQ)

Airoboros L2 13B 2 1 YaRN 64K AWQ Parameters and Internals

Model Type 
llama
Additional Notes 
To use with Transformers, pass trust_remote_code=True. Performance at long context lengths needs further exploration.
Training Details 
Data Sources:
jondurbin/airoboros-2.1
Methodology:
Instruction tuning with additional pretraining done with YaRN scaling.
Context Length:
65536
Training Time:
~16 hours
Hardware Used:
1x RTX 6000 Ada
Model Architecture:
Extended context finetune of Llama-2-13b using YaRN scaling.
Input Output 
Input Format:
A chat.\nUSER: {prompt}\nASSISTANT: \n
LLM NameAiroboros L2 13B 2 1 YaRN 64K AWQ
Repository 🤗https://huggingface.co/TheBloke/Airoboros-L2-13B-2_1-YaRN-64K-AWQ 
Model NameAiroboros L2 13B 2.1 YaRN 64K
Model Creatorbhenrym14
Base Model(s)  bhenrym14/airoboros-l2-13b-2.1-YaRN-64k   bhenrym14/airoboros-l2-13b-2.1-YaRN-64k
Model Size13b
Required VRAM7.2 GB
Updated2024-12-21
MaintainerTheBloke
Model Typellama
Model Files  7.2 GB
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length65536
Model Max Length65536
Transformers Version4.33.0.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 TheBloke/Airoboros-L2-13B-2_1-YaRN-64K-AWQ.

Rank the Airoboros L2 13B 2 1 YaRN 64K AWQ Capabilities

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Instruction Following and Task Automation  
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Release v20241217
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