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Orca 2 13B GPTQ by TheBloke

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  Arxiv:2311.11045   4-bit   Autotrain compatible Base model:microsoft/orca-2-13... Base model:quantized:microsoft...   Gptq   Llama   Microsoft   Orca   Orca2   Quantized   Region:us   Safetensors

Orca 2 13B GPTQ Benchmarks

ARC: 59.81 vs 96.7 (so35)-38.1%
HellaSwag: 79.12 vs 95.3 (gpt4)-17%
MMLU: 59.35 vs 88.3 (so35)-32.8%
TruthfulQA: 55.14 vs 59 (gpt4)-6.5%
WinoGrande: 76.64 vs 87.5 (gpt4)-12.4%
GSM8K: 15.54 vs 96.4 (so35)-83.9%
LLME Score: 0.19699
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Orca 2 13B GPTQ Parameters and Internals

LLM NameOrca 2 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Orca-2-13B-GPTQ 
Model NameOrca 2 13B
Model CreatorMicrosoft
Base Model(s)  Orca 2 13B   microsoft/Orca-2-13b
Model Size13b
Required VRAM7.3 GB
Updated2024-09-16
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32003
Torch Data Typefloat16
Orca 2 13B GPTQ (TheBloke/Orca-2-13B-GPTQ)

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Release v2024072803
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